@article{hussein_comprehensive_2009,
	title = {A Comprehensive Evaluation Framework and a Comparative Study for Human Detectors},
	volume = {10},
	rights = {All rights reserved},
	issn = {1524-9050},
	doi = {10.1109/TITS.2009.2026670},
	abstract = {We introduce a framework for evaluating human detectors that considers the practical application of a detector on a full image using multisize sliding-window scanning. We produce detection error tradeoff ({DET}) curves relating the miss detection rate and the false-alarm rate computed by deploying the detector on cropped windows and whole images, using, in the latter, either image resize or feature resize. Plots for cascade classifiers are generated based on confidence scores instead of on variation of the number of layers. To assess a method's overall performance on a given test, we use the average log miss rate ({ALMR}) as an aggregate performance score. To analyze the significance of the obtained results, we conduct 10-fold cross-validation experiments. We applied our evaluation framework to two state-of-the-art cascade-based detectors on the standard {INRIA} person dataset and a local dataset of near-infrared images. We used our evaluation framework to study the differences between the two detectors on the two datasets with different evaluation methods. Our results show the utility of our framework. They also suggest that the descriptors used to represent features and the training window size are more important in predicting the detection performance than the nature of the imaging process, and that the choice between resizing images or features can have serious consequences.},
	pages = {417--427},
	number = {3},
	journaltitle = {{IEEE} Transactions on Intelligent Transportation Systems},
	author = {Hussein, M. and Porikli, F. and Davis, L.},
	date = {2009-09},
	year = {2009},
	keywords = {Aggregates, average log miss rate, Cascade, cascade classifier, comprehensive evaluation framework, cropped window, {DET} curve, detection error tradeoff, evaluation, false-alarm rate, feature resize, Histograms, histograms of oriented gradients ({HOGs}), human detection, human detector, Humans, image classification, image resize, Infrared detectors, infrared imaging, {INRIA} person dataset, Intelligent transportation systems, Intelligent vehicles, Laboratories, miss detection rate, multisize sliding-window scanning, near infrared, near-infrared image, object detection, Optical imaging, region covariance, Testing, Vehicle detection},
	file = {IEEE Xplore Abstract Record:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\EUYURI2J\\5169850.html:text/html}
}

We introduce a framework for evaluating human detectors that considers the practical application of a detector on a full image using multisize sliding-window scanning. We produce detection error tradeoff (DET) curves relating the miss detection rate and the false-alarm rate computed by deploying the detector on cropped windows and whole images, using, in the latter, either image resize or feature resize. Plots for cascade classifiers are generated based on confidence scores instead of on variation of the number of layers. To assess a method's overall performance on a given test, we use the average log miss rate (ALMR) as an aggregate performance score. To analyze the significance of the obtained results, we conduct 10-fold cross-validation experiments. We applied our evaluation framework to two state-of-the-art cascade-based detectors on the standard INRIA person dataset and a local dataset of near-infrared images. We used our evaluation framework to study the differences between the two detectors on the two datasets with different evaluation methods. Our results show the utility of our framework. They also suggest that the descriptors used to represent features and the training window size are more important in predicting the detection performance than the nature of the imaging process, and that the choice between resizing images or features can have serious consequences.

@article{mendon2009a,
	author = {Ashwin Mendon and Andrew G. Schmidt and Ron Sass},
	journal = {International Journal of Reconfigurable Computing},
	publisher = {Hindawi Publishing Corporation},
	title = {A Hardware Filesystem Implementation with Multi-Disk Support},
	year = {2009}}

@inproceedings{kim09_interspeech,
 address = {Brighton, UK},
 author = {Kim, Jangwon and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of InterSpeech},
 keyword = {EMOTION, SPAN},
 link = {http://sail.usc.edu/publications/files/KimInterSpeech2009.pdf},
 month = {Sep},
 title = {A detailed study of word-position effects on emotion expression in speech},
 year = {2009}
}

@inproceedings{proc_shiva:divideconquerwebapp:icme09,
 address = {Cancun, Mexico},
 author = {Sundaram, Shiva and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Multimedia Expo (ICME)},
 doi = {https://doi.org/10.1109/icme.2009.5202535},
 link = {http://sail.usc.edu/publications/files/SundaramICME2009.pdf},
 month = {Jun},
 pages = {466-469},
 title = {A divide-and-conquer approach to latent perceptual indexing of audio for large web 2.0 applications},
 year = {2009}
}

@proceedings {7348,
	title = {A learning and collaboration platform based on SAGE},
	journal = {14th Western Canadian Conference on Computing Education (WCCCE 2009)},
	year = {2009},
	address = {Vancouver, Canada},
	author = {J. Delgado and M. Joselli and S. Stanzani and S. M. Sadjadi and E. Clua and H. Alvarez}
}

@inproceedings{Shah2009Alow-complexitydynamicface-voice,
 address = {San Diego, California},
 author = {Shah, Dhaval and Han, Kyu Jeong and Narayanan, Shrikanth S.},
 bib2html_rescat = {mica},
 booktitle = {Proceedings of the IEEE International Symposium on Multimedia (ISM)},
 doi = {10.1109/ISM.2009.78},
 link = {http://sail.usc.edu/publications/files/shahism2009.pdf},
 month = {Dec},
 title = {A low-complexity dynamic face-voice feature fusion approach to multimodal person recognition},
 year = {2009}
}

@inproceedings{chiang2009:ICDAR,
	author = 	"Yao-Yi Chiang and Craig A. Knoblock",
 	title = 	"A method for automatically extracting road layers from raster maps",
	year = 	"2009",
	booktitle ="Proceedings of the Tenth International Conference on Document Analysis and Recognition",
	urlPresentation= "http://usc-isi-i2.github.io/slides/chiang09-icdar-poster.pdf",
	urlPaper= "http://usc-isi-i2.github.io/papers/chiang09-icdar.pdf",
       	Keywords = {"Map Extraction"}

	}
	
	

@InProceedings{matise2009:ASHG,
  author = {T. C. Matise and J. L. Ambite and S. A. Cole and D. C. Crawford and C. A. Haiman and C. Kooperberg and L. Le Marchand and T. A. Manolio and K. E. North and U. Peters and M. D. Ritchie and L. A. Hindorff and J. L. Haines and {for PAGE}},
  title = {A new {PAGE} in understanding complex traits: study design for analysis of Population Architecture using Genomics and Epidemiology (abstract 1781)},
  booktitle = {59th Annual Meeting of The American Society of Human Genetics},
  year = 	 {2009},
  address = 	 {Honolulu, HI},
  note = {Abstract + Poster}
}

@article{reuter_new_2009,
	title = {A new perspective on the hydroclimate variability in northern {South} {America} during the {Little} {Ice} {Age}},
	volume = {36},
	url = {https://github.com/khider/khider.github.io/blob/master/papers/reuter2009.pdf},
	doi = {10.1029/2009GL041051},
	number = {21},
	journal = {Geophysical Research Letters},
	author = {Reuter, Justin and Stott, Lowell and Khider, Deborah and Sinha, Ashish and Cheng, Hai and Edwards, R Lawrence},
	year = {2009},
}

@inproceedings{gerosa09_wocci,
 address = {Cambridge, MA},
 author = {Gerosa, Matteo and Giuliani, Diego and Narayanan, Shrikanth S. and Potamianos, Alexandros},
 booktitle = {Proceedings of the Workshop on Child, Computer and Interaction},
 doi = {10.1145/1640377.1640384},
 keyword = {childrens speech analysis, childrens speech recognition, spoken dialogue},
 link = {http://sail.usc.edu/publications/files/gerosawocci2009.pdf},
 month = {Nov},
 title = {A review of ASR technologies for childrens speech},
 year = {2009}
}

@inproceedings{proc_samuel:harmonystructure:icassp09,
 address = {Taipei, Taiwan},
 author = {Kim, Samuel and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2009.4959995},
 link = {http://sail.usc.edu/publications/files/kimicassp2009[1].pdf},
 month = {Apr},
 pages = {1961-1964},
 title = {A robust harmony structure modeling scheme for classical music opus identification},
 year = {2009}
}

@inproceedings{DBLP:conf/iui/GrothG09,
  author       = {Paul T. Groth and
                  Yolanda Gil},
  editor       = {Cristina Conati and
                  Mathias Bauer and
                  Nuria Oliver and
                  Daniel S. Weld},
  title        = {A scientific workflow construction command line},
  booktitle    = {Proceedings of the 14th International Conference on Intelligent User
                  Interfaces, {IUI} 2009, Sanibel Island, Florida, USA, February 8-11,
                  2009},
  pages        = {445--450},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1502650.1502716},
  doi          = {10.1145/1502650.1502716},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iui/GrothG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{Chu2009Asemi-supervisedlearningapproach,
 address = {Taipei, Taiwan},
 author = {Chu, Selina and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2009.4959912},
 link = {http://sail.usc.edu/publications/files/chuicassp2009.pdf},
 month = {Apr},
 pages = {1629-1632},
 title = {A semi-supervised learning approach to online audio background detection},
 year = {2009}
}

@inproceedings{schmidt2009a,
	author = {Andrew G. Schmidt and William V. Kritikos and Rahul R. Sharma and Ron Sass},
	booktitle = {Proceedings of the 17th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM{\textquoteright}09)},
	publisher = {IEEE Computer Society},
	title = {AIREN: A Novel Integration of On-Chip and Off-Chip FPGA Networks},
	year = {2009}}

@inproceedings{proc_yoon:mrivocaltract:icassp09,
 address = {Taipei, Taiwan},
 author = {Kim, Yoon-Chul and Narayanan, Shrikanth S. and Nayak, Krishna S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2009.4959602},
 link = {http://sail.usc.edu/publications/files/kimicassp2009[2].pdf},
 month = {Apr},
 pages = {389-392},
 title = {Accelerated 3D MRI of vocal tract shaping using compressed sensing and parallel imaging},
 year = {2009}
}

@article{Kim2009Accelerated3Dupperairway,
 author = {Kim, Yoon-Chul and Narayanan, Shrikanth S. and Nayak, Krishna S.},
 bib2html_rescat = {},
 doi = {10.1002/mrm.21953},
 journal = {Magnetic Resonance in Medicine},
 link = {http://sail.usc.edu/publications/files/KimMRM2009.pdf},
 month = {Jun},
 number = {6},
 pages = {1434-1440},
 title = {Accelerated 3D upper airway MRI using compressed sensing},
 volume = {61},
 year = {2009}
}

@inproceedings{Venugopal2009Accelerati,
	author = {Venugopalan, Vivek and Patterson, Cameron and Shinpaugh, Kevin},
	booktitle = {{Symposium on Application Accelerators in High-Performance Computing (SAAHPC)}},
	date-added = {2020-01-15 12:02:05 -0500},
	date-modified = {2020-01-15 12:02:05 -0500},
	keywords = {particle image velocimetry, GPGPU, FPGA cluster computing},
	month = jul,
	title = {{Accelerating Particle Image Velocimetry Using Hybrid Architectures}},
	year = {2009},
	Bdsk-File-1 = {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}}

@article{mirkovic2009accurately,
  title={Accurately measuring denial of service in simulation and testbed experiments},
  author={Mirkovic, Jelena and Hussain, Alefiya and Fahmy, Sonia and Reiher, Peter and Thomas, Roshan K},
  journal={IEEE Transactions on Dependable and Secure Computing},
  volume={6},
  number={2},
  pages={81--95},
  year={2009},
  publisher={IEEE}
}

@inproceedings{Kim2009Acoustictopicmodelfor,
 address = {New Paltz, New York},
 author = {Kim, Samuel and Sundaram, Shiva and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of the Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
 doi = {10.1109/ASPAA.2009.5346483},
 link = {http://sail.usc.edu/publications/files/kimwaspaa2009.pdf},
 month = {Oct},
 title = {Acoustic topic model for audio information retrieval},
 year = {2009}
}

@Article{	  lee2009adaptive,
  Author	= {Kevin Lee and Norman W. Paton and Rizos Sakellariou and
		  Ewa Deelman and Alvaro A. A. Fernandes and Gaurang Mehta},
  URL		= {http://pegasus.isi.edu/publications/2009/CCPE-2009.pdf},
  Title		= {Adaptive Workflow Processing and Execution in Pegasus},
  Journal	= {Concurrency and Computation: Practice and Experience},
  Volume	= {21},
  Number	= {16},
  Pages		= {1965-1981},
  Year		= {2009}
}

@article{hussein_algorithmic_2009,
	title = {Algorithmic issues in visual object recognition},
	rights = {All rights reserved},
	url = {http://drum.lib.umd.edu/handle/1903/9960},
	abstract = {This thesis is divided into two parts covering two aspects of 
 
research in the area of visual object recognition. 
 
Part I is about human detection in still images. Human 
 
detection is a challenging computer vision task due to the wide 
 
variability in human visual appearances and body poses. In this 
 
part, we present several enhancements to human detection 
 
algorithms. First, we present an extension to the integral 
 
images framework to allow for constant time computation of 
 
non-uniformly weighted summations over rectangular regions 
 
using a bundle of integral images. Such computational element 
 
is commonly used in constructing gradient-based feature 
 
descriptors, which are the most successful in shape-based human 
 
detection. Second, we introduce deformable features as an 
 
alternative to the conventional static features used in 
 
classifiers based on boosted ensembles. Deformable features can 
 
enhance the accuracy of human detection by adapting to pose 
 
changes that can be described as translations of body features. 
 
Third, we present a comprehensive evaluation framework for 
 
cascade-based human detectors. The presented framework 
 
facilitates comparison between cascade-based detection 
 
algorithms, provides a confidence measure for result, and 
 
deploys a practical evaluation scenario. 
 
Part {II} explores the possibilities of enhancing the speed of 
 
core algorithms used in visual object recognition using the 
 
computing capabilities of Graphics Processing Units ({GPUs}). 
 
First, we present an implementation of Graph Cut on {GPUs}, which 
 
achieves up to 4x speedup against compared to a {CPU} 
 
implementation. The Graph Cut algorithm has many applications 
 
related to visual object recognition such as segmentation and 
 
3D point matching. Second, we present an efficient sparse 
 
approximation of kernel matrices for {GPUs} that can 
 
significantly speed up kernel based learning algorithms, which 
 
are widely used in object detection and recognition. We present 
 
an implementation of the Affinity Propagation clustering 
 
algorithm based on this representation, which is about 6 times 
 
faster than another {GPU} implementation based on a conventional 
 
sparse matrix representation.},
	author = {Hussein, Mohamed Elsayed Ahmed},
	urldate = {2019-05-01},
	year = {2009},
	langid = {english},
	file = {Full Text PDF:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\HS8EQ9WQ\\Hussein - 2009 - Algorithmic issues in visual object recognition.pdf:application/pdf;Snapshot:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\NTJX8NPJ\\9960.html:text/html}
}

This thesis is divided into two parts covering two aspects of research in the area of visual object recognition. Part I is about human detection in still images. Human detection is a challenging computer vision task due to the wide variability in human visual appearances and body poses. In this part, we present several enhancements to human detection algorithms. First, we present an extension to the integral images framework to allow for constant time computation of non-uniformly weighted summations over rectangular regions using a bundle of integral images. Such computational element is commonly used in constructing gradient-based feature descriptors, which are the most successful in shape-based human detection. Second, we introduce deformable features as an alternative to the conventional static features used in classifiers based on boosted ensembles. Deformable features can enhance the accuracy of human detection by adapting to pose changes that can be described as translations of body features. Third, we present a comprehensive evaluation framework for cascade-based human detectors. The presented framework facilitates comparison between cascade-based detection algorithms, provides a confidence measure for result, and deploys a practical evaluation scenario. Part II explores the possibilities of enhancing the speed of core algorithms used in visual object recognition using the computing capabilities of Graphics Processing Units (GPUs). First, we present an implementation of Graph Cut on GPUs, which achieves up to 4x speedup against compared to a CPU implementation. The Graph Cut algorithm has many applications related to visual object recognition such as segmentation and 3D point matching. Second, we present an efficient sparse approximation of kernel matrices for GPUs that can significantly speed up kernel based learning algorithms, which are widely used in object detection and recognition. We present an implementation of the Affinity Propagation clustering algorithm based on this representation, which is about 6 times faster than another GPU implementation based on a conventional sparse matrix representation.

@inproceedings{chiang2009:grec,
	author = 	"Yao-Yi Chiang and Craig A. Knoblock",
 	title = 	"An Approach to Automatic Road Vectorization of Raster Maps",
	booktitle ="Proceedings of the 8th IAPR International Workshop on Graphics RECognition (GREC'09)",
	year = 	"2009",
	urlPaper= "http://usc-isi-i2.github.io/papers/chiang09-grec.pdf",
	Keywords = {"Map Extraction"}
	}
	
		

@inproceedings{tepperman09_interspeech_2,
 address = {Brighton, UK},
 author = {Tepperman, Joseph and Bresch, Erik and Kim, Yoon-Chul and Lee, Sungbok and Goldstein, Louis and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 booktitle = {Proceedings of InterSpeech},
 doi = {10.1121/1.4784612},
 link = {http://sail.usc.edu/publications/files/TeppermanInterSpeech2009[1].pdf},
 month = {Sep},
 pages = {700-703},
 title = {An Articulatory Analysis of Phonological Transfer Using Real-time MRI},
 year = {2009}
}

@inproceedings{proc_tsuneo:articulatorystrokes:icassp09,
 address = {Taipei, Taiwan},
 author = {Kato, Tsuneo and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {https://doi.org/10.1109/icassp.2009.4960628},
 link = {http://sail.usc.edu/publications/files/KatoICASSP2009.pdf},
 month = {Apr},
 pages = {4493-4496},
 title = {An analysis of articulatory-acoustic data based on articulatory strokes},
 year = {2009}
}

@inproceedings{Lammert2009Anarticulatorystudyof,
 address = {Portland, Oregon},
 author = {Lammert, Adam and Bresch, Erik and Byrd, Dani and Goldstein, Louis and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 booktitle = {Proceedings of the Meeting of the Acoustical Society of America},
 doi = {10.1121/1.4783736},
 link = {http://sail.usc.edu/publications/files/lammertmasa2009[poster].pdf},
 month = {May},
 title = {An articulatory study of lexicalized and epenthetic schwa using real time magnetic resonance imaging},
 year = {2009}
}

@inproceedings{DBLP:conf/hpdc/KumarSMVDRKGHKS09,
  author       = {Vijay S. Kumar and
                  P. Sadayappan and
                  Gaurang Mehta and
                  Karan Vahi and
                  Ewa Deelman and
                  Varun Ratnakar and
                  Jihie Kim and
                  Yolanda Gil and
                  Mary W. Hall and
                  Tahsin M. Kur{\c{c}} and
                  Joel H. Saltz},
  editor       = {Dieter Kranzlm{\"{u}}ller and
                  Arndt Bode and
                  Heinz{-}Gerd Hegering and
                  Henri Casanova and
                  Michael Gerndt},
  title        = {An integrated framework for performance-based optimization of scientific
                  workflows},
  booktitle    = {Proceedings of the 18th {ACM} International Symposium on High Performance
                  Distributed Computing, {HPDC} 2009, Garching, Germany, June 11-13,
                  2009},
  pages        = {177--186},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1551609.1551638},
  doi          = {10.1145/1551609.1551638},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpdc/KumarSMVDRKGHKS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{Sethy2009Aniterativerelativeentropy,
 author = {Sethy, Abhinav and Georgiou, Panayiotis and Ramabhadran, Bhuvana and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 doi = {10.1109/TASL.2008.2006654},
 journal = {IEEE Transactions on Audio, Speech, and Language Processing},
 link = {http://sail.usc.edu/publications/files/SethyTASLP2009.pdf},
 month = {Jan},
 number = {1},
 pages = {13-23},
 title = {An iterative relative entropy minimization based data selection approach for n-gram model adaptation},
 volume = {17},
 year = {2009}
}

@article{Busso2009Analysisofemotionallysalient,
 author = {Busso, Carlos and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 doi = {https://doi.org/10.1109/tasl.2008.2009578},
 journal = {IEEE Transactions on Audio, Speech, and Language Processing},
 link = {http://sail.usc.edu/publications/files/BussoTASLP2009.pdf},
 month = {May},
 number = {4},
 pages = {582-596},
 title = {Analysis of emotionally salient aspects of fundamental frequency for emotion detection},
 volume = {17},
 year = {2009}
}

@article{Ramanarayanan2009Analysisofpausingbehavior,
 author = {Ramanarayanan, Vikram and Bresch, Erik and Byrd, Dani and Goldstein, Louis and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 doi = {10.1121/1.3213452},
 journal = {Journal of the Acoustical Society of America Express Letters},
 link = {http://sail.usc.edu/publications/files/ramanarayananjasa2009.pdf},
 month = {Oct},
 number = {5},
 pages = {EL160-EL165},
 title = {Analysis of pausing behavior in spontaneous speech using real-time magnetic resonance imaging of articulation},
 volume = {126},
 year = {2009}
}

@inproceedings{DBLP:conf/services/GrothG09,
  author       = {Paul Groth and
                  Yolanda Gil},
  title        = {Analyzing the Gap between Workflows and their Natural Language Descriptions},
  booktitle    = {2009 {IEEE} Congress on Services, Part I, {SERVICES} {I} 2009, Los
                  Angeles, CA, USA, July 6-10, 2009},
  pages        = {299--305},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/SERVICES-I.2009.55},
  doi          = {10.1109/SERVICES-I.2009.55},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/services/GrothG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{hussein_approximate_2009,
	location = {New York, {NY}, {USA}},
	title = {Approximate Kernel Matrix Computation on {GPUs} Forlarge Scale Learning Applications},
	rights = {All rights reserved},
	isbn = {978-1-60558-498-0},
	url = {http://doi.acm.org/10.1145/1542275.1542355},
	doi = {10.1145/1542275.1542355},
	series = {{ICS} '09},
	abstract = {Kernel-based learning methods require quadratic space and time complexities to compute the kernel matrix. These complexities limit the applicability of kernel methods to large scale problems with millions of data points. In this paper, we introduce a novel representation of kernel matrices on Graphics Processing Units ({GPU}). The novel representation exploits the sparseness of the kernel matrix to address the space complexity problem. It also respects the guidelines for memory access on {GPUs}, which are critical for good performance, to address the time complexity problem. Our representation utilizes the locality preserving properties of space filling curves to obtain a band approximation of the kernel matrix. To prove the validity of the representation, we use Affinity Propagation, an unsupervised clustering algorithm, as an example of kernel methods. Experimental results show a 40x speedup of {AP} using our representation without degradation in clustering performance.},
	pages = {511--512},
	booktitle = {Proceedings of the 23rd International Conference on Supercomputing},
	publisher = {{ACM}},
	author = {Hussein, Mohamed E. and Abd-Almageed, Wael},
	urldate = {2019-05-01},
	year = {2009},
	note = {event-place: Yorktown Heights, {NY}, {USA}},
	keywords = {affinity propagation, gpu, kernel methods, space filling curves, sparse matrices},
	file = {ACM Full Text PDF:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\C6XCZ2V9\\Hussein and Abd-Almageed - 2009 - Approximate Kernel Matrix Computation on GPUs Forl.pdf:application/pdf}
}

Kernel-based learning methods require quadratic space and time complexities to compute the kernel matrix. These complexities limit the applicability of kernel methods to large scale problems with millions of data points. In this paper, we introduce a novel representation of kernel matrices on Graphics Processing Units (GPU). The novel representation exploits the sparseness of the kernel matrix to address the space complexity problem. It also respects the guidelines for memory access on GPUs, which are critical for good performance, to address the time complexity problem. Our representation utilizes the locality preserving properties of space filling curves to obtain a band approximation of the kernel matrix. To prove the validity of the representation, we use Affinity Propagation, an unsupervised clustering algorithm, as an example of kernel methods. Experimental results show a 40x speedup of AP using our representation without degradation in clustering performance.

@article{Proctor09,
 author = {Proctor, Michael I. and Goldstein, Louis and Byrd, Dani and Bresch, Erik and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 doi = {10.1121/1.4783732},
 journal = {Journal of the Acoustical Society of America},
 link = {http://sail.usc.edu/publications/files/proctor09_ASAportland_2aSC08.pdf},
 number = {4},
 pages = {2568-2568},
 title = {Articulatory comparison of Tamil liquids and stops using real-time Magnetic Resonance Imaging.},
 volume = {125},
 month = {May},
 year = {2009}
}

@article{Price2009Assessmentofemergingreading,
 author = {Price, Patti and Tepperman, Joseph and Iseli, Markus and Duong, Thao and Black, Matthew P. and Wang, Shizhen and Boscardin, Christy Kim and Heritage, Margaret and Pearson, P. David and Narayanan, Shrikanth S. and Alwan, Abeer},
 bib2html_rescat = {},
 doi = {https://doi.org/10.1016/j.specom.2009.05.001},
 journal = {Speech Communication},
 link = {http://sail.usc.edu/publications/files/PriceSpCom2009.pdf},
 month = {Oct},
 number = {10},
 pages = {968-984},
 title = {Assessment of emerging reading skills in young native speakers and language learners},
 volume = {51},
 year = {2009}
}

@inproceedings{Kim2009Audiosceneunderstandingusing,
 address = {Whistler, Canada},
 author = {Kim, Samuel and Sundaram, Shiva and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the Neural Information Processing Systems (NIPS) Workshop},
 link = {http://sail.usc.edu/publications/files/kimnips2009.pdf},
 month = {Dec},
 title = {Audio scene understanding using topic models},
 year = {2009}
}

@article{Yildirim2009Automaticdetectionofdisfluency,
 author = {Yildirim, Serdar and Narayanan, Shrikanth S.},
 doi = {10.1109/TASL.2008.2006728},
 journal = {IEEE Transactions on Audio, Speech, and Language Processing},
 keyword = {disfluency detection, feature selection, information fusion, spoken language processing, spontaneous children speech},
 link = {http://sail.usc.edu/publications/files/yildirim_tasl_2009.pdf},
 month = {Jan},
 number = {1},
 pages = {2-12},
 title = {Automatic detection of disfluency boundaries in spontaneous speech of children using audio-visual information},
 volume = {17},
 year = {2009}
}

@inproceedings{proc_matt:autopronunciation:icassp09,
 address = {Taipei, Taiwan},
 author = {Black, Matthew P. and Tepperman, Joseph and Kazemzadeh, Abe and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {https://doi.org/10.1109/icassp.2009.4960720},
 link = {http://sail.usc.edu/publications/files/BlackICASSP2009.pdf},
 month = {Apr},
 title = {Automatic pronunciation verification of English letter-names for early literacy assessment of preliterate children},
 year = {2009}
}

@InProceedings{ambite2009:iswc,
	author = 	 {Jos\'{e} Luis Ambite and Sirish Darbha and Aman Goel and Craig A. Knoblock and Kristina Lerman and Rahul Parundekar and Thomas Russ},
	title = 	 {Automatically Constructing Semantic Web Services from Online Sources},
	booktitle = {Proceedings of the 8th International Semantic Web Conference (ISWC 2009)},
	year = {2009},
	urlPaper = "http://usc-isi-i2.github.io/papers/ambite09-iswc.pdf",
	urlPresentation = "http://usc-isi-i2.github.io/slides/ambite09-iswc-slides.pdf",
	keywords = {"Source Modeling"}
}

@inproceedings{tepperman09_interspeech,
 address = {Brighton, UK},
 author = {Tepperman, Joseph and Goldstein, Louis and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 booktitle = {Proceedings of InterSpeech},
 doi = {},
 link = {http://sail.usc.edu/publications/files/TeppermanInterSpeech2009[2].pdf},
 month = {Sep},
 title = {Automatically rating pronunciation through articulatory phonology},
 year = {2009}
}

@inproceedings{chiang09:acmgis,
	Author = {Yao-Yi Chiang and Craig A. Knoblock},
	Booktitle = {GIS '09: Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems},
	Title = {Classification of Raster Maps for Automatic Feature Extraction},
	Year = {2009},
	isbn = {978-1-60558-649-6}, 
	pages = {138--147}, 
	location = {Seattle, Washington}, 
	doi = {http://doi.acm.org/10.1145/1653771.1653793}, 
	publisher = {ACM}, 
	address = {New York, NY, USA},
         urlPresentation= "http://usc-isi-i2.github.io/slides/chiang09-acmgis-slides.pdf",
	urlPaper= "http://usc-isi-i2.github.io/papers/chiang09-acmgis.pdf",
       	Keywords = {"Map Extraction"}
	}

@article{Ghosh2009Closuredurationanalysisof,
 author = {Ghosh, Prasanta Kumar and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 doi = {https://doi.org/10.1121/1.3141876},
 journal = {Journal of the Acoustical Society of America},
 link = {http://sail.usc.edu/publications/files/GhoshJASA2009.pdf},
 month = {Jul},
 number = {1},
 pages = {EL1-EL7},
 title = {Closure duration analysis of incomplete stop consonants due to stop-stop interaction},
 volume = {126},
 year = {2009}
}

@INPROCEEDINGS{Allahverdyan2009NIPS,
  author={Armen Allahverdyan and Aram Galstyan and Greg {Ver Steeg} },
  title={Clustering with prior information},
  BOOKTITLE =    {NIPS workshop: Clustering: Science or Art? Towards Principled Approaches},
  volume={},
  number={},
  pages={},
  urlpaper={http://www.isi.edu/~galstyan/papers/clustering-NIPS.pdf},
  year={2009},
  keywords =     {semi-supervised clustering}
}

@article{Sridhar2009Combininglexicalsyntacticand,
 author = {Sridhar, Vivek Kumar Rangarajan and Bangalore, Srinivas and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 doi = {10.1016/j.csl.2008.12.001},
 journal = {Computer Speech and Language},
 link = {http://sail.usc.edu/publications/files/RangarajanCSL2009.pdf},
 month = {Oct},
 number = {4},
 pages = {407-422},
 publisher = {Elsevier},
 title = {Combining lexical, syntactic and prosodic cues for improved online dialog act tagging},
 volume = {23},
 year = {2009}
}

@article{kissel2009comparative,
  title={Comparative Evaluation of Spoofing Defenses},
  author={Kissel, Ezra and Mirkovic, J},
  journal={Proceedings of IEEE Transactions on Dependable and Secure Computing},
  pages={218--232},
  year={2009}
}

@inproceedings{Black2009Comparisonofchild-humanand,
 address = {Cambridge, MA},
 author = {Black, Matthew P. and Chang, Jeannette and Chang, Jonathan and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the Workshop on Child, Computer and Interaction},
 doi = {10.1145/1640377.1640379},
 link = {http://sail.usc.edu/publications/files/blackwocci2009.pdf},
 month = {Nov},
 title = {Comparison of child-human and child-computer interactions based on manual annotations},
 year = {2009}
}

@inproceedings{nava09_interspeech,
 address = {Brighton, UK},
 author = {Nava, Emily and Tepperman, Joseph and Goldstein, Louis and Zubizarreta, Maria Luisa and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/nava_interspeech2009.pdf},
 month = {Sep},
 title = {Connecting rhythm and prominence in automatic ESL pronunciation scoring},
 year = {2009}
}

@inproceedings{DBLP:conf/www/PlangprasopchokL09,
  author       = {Anon Plangprasopchok and
                  Kristina Lerman},
  editor       = {Juan Quemada and
                  Gonzalo Le{\'{o}}n and
                  Yo{\"{e}}lle S. Maarek and
                  Wolfgang Nejdl},
  title        = {Constructing folksonomies from user-specified relations on flickr},
  booktitle    = {Proceedings of the 18th International Conference on World Wide Web,
                  {WWW} 2009, Madrid, Spain, April 20-24, 2009},
  pages        = {781--790},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1526709.1526814},
  doi          = {10.1145/1526709.1526814},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/www/PlangprasopchokL09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{tsiartas09_interspeech,
 address = {Brighton, UK},
 author = {Tsiartas, Andreas and Ghosh, Prasanta Kumar and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 bib2html_rescat = {mica},
 booktitle = {Proceedings of InterSpeech},
 doi = {https://doi.org/10.1109/icassp.2011.5947635},
 link = {http://sail.usc.edu/publications/files/TsiartasInterSpeech2009.pdf},
 month = {Sep},
 title = {Context-driven automatic bilingual movie subtitle alignment},
 year = {2009}
}

@inproceedings{Kalinli2009Continuousspeechrecognitionusing,
 address = {Brighton, UK},
 author = {Kalinli, Ozlem and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/KalinliInterSpeech2009.pdf},
 month = {Sep},
 title = {Continuous speech recognition using attention shift decoding with soft decision},
 year = {2009}
}

@inproceedings{benzel2009current,
  title={Current developments in DETER cybersecurity testbed technology},
  author={Benzel, Terry and Braden, Bob and Faber, Ted and Mirkovic, Jelena and Schwab, Steve and Sollins, Karen and Wroclawski, John},
  booktitle={Cybersecurity Applications \& Technology Conference For Homeland Security (CATCH).},
  pages={57--70},
  year={2009},
  organization={IEEE}
}

@Article{wes:dnssecinpractice,
author =        "Suresh Krishnaswamy and Wes Hardaker and Russ Mundy",
title =         "{DNSSEC} in Practice: Using {DNSSEC-Tools} to Deploy {DNSSEC}",
journal =       "Conference For Homeland Security, 2009. CATCH '09. Cybersecurity Applications \& Technology",
year =          2009,
month =         03,
day =           03,
url =           "http://ieeexplore.ieee.org/abstract/document/4804422/",
myorganization =        "PARSONS",
abstract = "The Domain Name System ({DNS}) is one of the core infrastructure components of the Internet. {DNS} data is also trivial to spoof. The security extensions to {DNS} ({DNSSEC}) provide a mechanism for users to verify the origin authenticity and integrity of {DNS} data based on cryptographic signatures. {DNSSEC} as a technology has steadily matured over the past several years and a number of tools and services that facilitate performing {DNSSEC}-related operations have emerged during this period. This paper gives an overview of using existing tools and utilities from the {DNSSEC-Tools} 1 suite to build environments that support {DNSSEC} along the complete path from the authoritative name server where domain data resides to the end-application that uses {DNS} data.",
}


%%
%% U. Lausanne
%%

The Domain Name System (DNS) is one of the core infrastructure components of the Internet. DNS data is also trivial to spoof. The security extensions to DNS (DNSSEC) provide a mechanism for users to verify the origin authenticity and integrity of DNS data based on cryptographic signatures. DNSSEC as a technology has steadily matured over the past several years and a number of tools and services that facilitate performing DNSSEC-related operations have emerged during this period. This paper gives an overview of using existing tools and utilities from the DNSSEC-Tools 1 suite to build environments that support DNSSEC along the complete path from the authoritative name server where domain data resides to the end-application that uses DNS data.

@inproceedings{yao_data_2009,
	address = {Orlando, Florida},
	title = {Data {Analysis} for {Massively} {Distributed} {Simulations}},
	booktitle = {Interservice/{Industry} {Training}, {Simulation}, and {Education} {Conference} ({I}/{ITSEC}) 2009},
	author = {Yao, Ke-Thia and Lucas, Robert F. and Ward, Craig E. and Wagenbreth, Gene and Gottschalck, Thomas D.},
	year = {2009},
}

@inproceedings{DBLP:conf/esaw/GrothMMOLG09,
  author       = {Paul Groth and
                  Simon Miles and
                  Sanjay Modgil and
                  Nir Oren and
                  Michael Luck and
                  Yolanda Gil},
  editor       = {Huib Aldewereld and
                  Virginia Dignum and
                  Gauthier Picard},
  title        = {Determining the Trustworthiness of New Electronic Contracts},
  booktitle    = {Engineering Societies in the Agents World X, 10th International Workshop,
                  {ESAW} 2009, Utrecht, The Netherlands, November 18-20, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5881},
  pages        = {132--147},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-10203-5\_12},
  doi          = {10.1007/978-3-642-10203-5\_12},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/esaw/GrothMMOLG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{barnhart2009development,
  title={Development and Operation of a Micro-Satellite Dynamic Test Facility for Distributed Flight Operations},
  author={Barnhart, David and Barrett, Tim and Sachs, Jeff and Will, Peter},
  booktitle={AIAA Space 2009 Conference},
  month = sep,
  year={2009},
  isbn = {978-1-60086-980-8},
  doi = {10.2514/6.2009-6443}
}

@article{mcguyer2009diet,
  title={Diet soda and liquid nitrogen},
  author={McGuyer, Bart H and Brown, Justin M and Dang, Hoan B},
  journal={American Journal of Physics},
  volume={77},
  number={8},
  pages={677--677},
  year={2009},
  publisher={AIP Publishing}
}

@inproceedings{proc_donna:differentiatingheartbeatwveform:icdam09,
 address = {Washington, DC},
 author = {Spruijt-Metz, Donna and Li, Ming and Thatte, Gautam and Sukhatme, Gaurav and Annavaram, Murali and Mitra, Urbashi and Narayanan, Shrikanth S. and Medvidovic, Nenad},
 booktitle = {Proceedings of the International Conference on Diet and Activity Methods (ICDAM)},
 month = {Jun},
 title = {Differentiating physical activity modalities in youth using heartbeat waveform shape and differences between adjacent waveforms},
 year = {2009}
}

@InProceedings{ambite2009:ijcai,
  author = 	 {Jos\'{e} Luis Ambite and Bora Cenk Gazen and Craig A. Knoblock and Kristina Lerman and Thomas Russ},
  title = 	 {Discovering and Learning Semantic Models of Online Sources for Information Integration},
  booktitle = {Proceedings of the IJCAI Workshop on Information Integration on the Web},
  year = 	 {2009},
  address = 	 {Pasadena, CA},
  urlPaper= "http://usc-isi-i2.github.io/papers/ambite09-iiweb.pdf",
  Keywords = {"Learning Semantic Models"}
}

@article{Silva2009Discriminativewaveletpacketfilter,
 author = {Silva, Jorge and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 doi = {10.1109/TSP.2009.2013898},
 journal = {IEEE Transactions on Signal Processing},
 link = {http://sail.usc.edu/publications/files/SilvaTSP2009.pdf},
 month = {May},
 number = {5},
 pages = {1796-1810},
 title = {Discriminative wavelet packet filter bank selection for pattern recognition},
 volume = {57},
 year = {2009}
}

@article{Liu2009Effectofbandwidthextension,
 author = {Liu, Chuping and Fu, Qian-Jie and Narayanan, Shrikanth S.},
 doi = {10.1121/1.3062145},
 journal = {Journal of the Acoustical Society of America},
 link = {http://sail.usc.edu/publications/files/liujasa2009.pdf},
 month = {Feb},
 number = {2},
 pages = {EL77-EL83},
 title = {Effect of bandwidth extension to telephone speech recognition in cochlear implant users},
 volume = {125},
 year = {2009}
}

@inproceedings{hussein_efficient_2009,
	location = {New York, {NY}, {USA}},
	title = {Efficient Band Approximation of Gram Matrices for Large Scale Kernel Methods on {GPUs}},
	rights = {All rights reserved},
	isbn = {978-1-60558-744-8},
	url = {http://doi.acm.org/10.1145/1654059.1654091},
	doi = {10.1145/1654059.1654091},
	series = {{SC} '09},
	abstract = {Kernel-based methods require O(N2) time and space complexities to compute and store non-sparse Gram matrices, which is prohibitively expensive for large scale problems. We introduce a novel method to approximate a Gram matrix with a band matrix. Our method relies on the locality preserving properties of space filling curves, and the special structure of Gram matrices. Our approach has several important merits. First, it computes only those elements of the Gram matrix that lie within the projected band. Second, it is simple to parallelize. Third, using the special band matrix structure makes it space efficient and {GPU}-friendly. We developed {GPU} implementations for the Affinity Propagation ({AP}) clustering algorithm using both our method and the {COO} sparse representation. Our band approximation is about 5 times more space efficient and faster to construct than {COO}. {AP} gains up to 6x speedup using our method without any degradation in its clustering performance.},
	pages = {31:1--31:10},
	booktitle = {Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis},
	publisher = {{ACM}},
	author = {Hussein, Mohamed and Abd-Almageed, Wael},
	urldate = {2019-05-01},
	year = {2009},
	note = {event-place: Portland, Oregon},
	keywords = {affinity propagation, {GPU}, Gram matrices, kernel methods, space filling curves, sparse matrices},
	file = {ACM Full Text PDF:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\UP986ZVL\\Hussein and Abd-Almageed - 2009 - Efficient Band Approximation of Gram Matrices for .pdf:application/pdf}
}

Kernel-based methods require O(N2) time and space complexities to compute and store non-sparse Gram matrices, which is prohibitively expensive for large scale problems. We introduce a novel method to approximate a Gram matrix with a band matrix. Our method relies on the locality preserving properties of space filling curves, and the special structure of Gram matrices. Our approach has several important merits. First, it computes only those elements of the Gram matrix that lie within the projected band. Second, it is simple to parallelize. Third, using the special band matrix structure makes it space efficient and GPU-friendly. We developed GPU implementations for the Affinity Propagation (AP) clustering algorithm using both our method and the COO sparse representation. Our band approximation is about 5 times more space efficient and faster to construct than COO. AP gains up to 6x speedup using our method without any degradation in its clustering performance.

@inproceedings{lee09_interpseech_2,
 address = {Brighton, UK},
 author = {Lee, Chi-Chun and Mower, Emily and Busso, Carlos and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of InterSpeech},
 doi = {https://doi.org/10.1016/j.specom.2011.06.004},
 link = {http://sail.usc.edu/publications/files/CCLee-SpeechComm-2011.pdf},
 month = {Sep},
 pages = {[2009 InterSpeech Emotion Challenge Award Winner]},
 title = {Emotion recognition using a hierarchical binary decision tree approach},
 year = {2009}
}

@inproceedings{thatte09_embs,
 address = {Minneapolis, MN},
 author = {Thatte, Gautam and Li, Ming and Emken, Adar and Mitra, Urbashi and Narayanan, Shrikanth S. and Annavaram, Murali and Spruijt-Metz, Donna},
 booktitle = {Proceedings of the Annual International IEEE Engineering in Medicine and Biology Society (EMBS) Conference},
 doi = {10.1109/IEMBS.2009.5334222},
 link = {http://sail.usc.edu/publications/files/Thatte_EMBC2009.pdf},
 month = {Sep},
 pages = {4678-4681},
 title = {Energy-efficient multihypothesis activity-detection for health-monitoring applications},
 volume = {1},
 year = {2009}
}

@article{2009PhRvD..79d4027S,
	Adsnote = {Provided by the SAO/NASA Astrophysics Data System},
	Adsurl = {http://adsabs.harvard.edu/abs/2009PhRvD..79d4027S},
	Archiveprefix = {arXiv},
	Author = {{Ver Steeg}, Greg and {Menicucci}, N.~C.},
	Doi = {10.1103/PhysRevD.79.044027},
	Eprint = {0711.3066},
	Journal = {Physical Review D},
	Keywords = {Quantum field theory in curved spacetime, Entanglement and quantum nonlocality},
	Month = feb,
	Number = 4,
	Primaryclass = {quant-ph},
	Title = {{Entangling power of an expanding universe}},
	Volume = 79,
	Year = {2009},
	Bdsk-Url-1 = {http://dx.doi.org/10.1103/PhysRevD.79.044027}}

@article{Chu2009Environmentalsoundrecognitionwith,
 author = {Chu, Selina and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 bib2html_rescat = {},
 doi = {10.1109/TASL.2009.2017438},
 journal = {IEEE Transactions on Audio, Speech, and Language Processing},
 link = {http://sail.usc.edu/publications/files/SelinaChu-TASLP2009.pdf},
 month = {Aug},
 number = {6},
 pages = {1142-1158},
 title = {Environmental Sound Recognition with Time frequency Audio Features},
 volume = {17},
 year = {2009}
}

@inproceedings{ghosh09_interpseech,
 address = {Brighton, UK},
 author = {Ghosh, Prasanta Kumar and Narayanan, Shrikanth S. and Divenyi, Pierre and Goldstein, Louis and Saltzman, Elliot},
 bib2html_rescat = {span},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/ghoshinterspeech2009[ppt].pdf},
 month = {Sep},
 title = {Estimation of articulatory gesture patterns from speech acoustics},
 year = {2009}
}

@inproceedings{mower09_interspeech,
 address = {Brighton, UK},
 author = {Mower, Emily and Mataric, Maja J. and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/MowerInterspeech2009.pdf},
 month = {Sep},
 title = {Evaluating evaluators: A case study in understanding the benefits and pitfalls of multi-evaluator modeling},
 year = {2009}
}

@inproceedings{BudalakotiDeAngelis,
address = {Vancouver, BC, Canada},
author = {Budalakoti, Suratna and DeAngelis, David and Barber, K Suzanne},
booktitle = {2009 International Conference on Computational Science and Engineering (IEEE CSE 2009)},
doi = {10.1109/CSE.2009.62},
file = {:home/dave/Documents/References/Budalakoti, DeAngelis, Barber - 2009 - Expertise Modeling and Recommendation in Online Question and Answer Forums.pdf:pdf},
isbn = {978-1-4244-5334-4},
pages = {481--488},
publisher = {IEEE},
title = {Expertise Modeling and Recommendation in Online Question and Answer Forums},
url = {https://ieeexplore.ieee.org/abstract/document/5284216 http://ieeexplore.ieee.org/document/5284216/},
year = {2009}
}

@inproceedings{michelson2009:ijcai,	
  author = "Matthew Michelson and Craig A. Knoblock",
  title = "Exploiting Background Knowledge to Build Reference Sets for Information Extraction",
  booktitle = "Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI-2009)",
  address = "Pasadena, CA",
  year = "2009",
  urlPresentation= "http://usc-isi-i2.github.io/slides/michelson09-ijcai-slides.pdf",
  urlPaper= "http://usc-isi-i2.github.io/papers/michelson09-ijcai.pdf",
  Keywords = {"Information Extraction"}
}

@inproceedings{DBLP:conf/eScience/GilGRF09,
  author       = {Yolanda Gil and
                  Paul Groth and
                  Varun Ratnakar and
                  Christian Fritz},
  title        = {Expressive Reusable Workflow Templates},
  booktitle    = {Fifth International Conference on e-Science, e-Science 2009, 9-11
                  December 2009, Oxford, {UK}},
  pages        = {344--351},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/e-Science.2009.55},
  doi          = {10.1109/E-SCIENCE.2009.55},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eScience/GilGRF09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{chiang09:lncs,
	Author = {Yao-Yi Chiang and Craig A. Knoblock},
	booktitle = {Graphics Recognition: Achievements, Challenges, and Evolution, Selected Papers of the 8th International Workshop on Graphics Recognition (GREC), Lecture Notes in Computer Science, 6020},
	editors = {Jean-Marc Ogier and Wenyin Liu and Josep Llad�s},
	Publisher = "Springer",
	Address = "New York",
	Pages = {93-105},
	Title = {Extracting Road Vector Data from Raster Maps},
	Year = {2009},
	urlPaper = "http://usc-isi-i2.github.io/papers/chiang09-lncs.pdf",
       	Keywords = {"Map Extraction"}
	}

@article{goldberg09:ijgis,
	Author = "Daniel W. Goldberg and John P. Wilson and Craig A. Knoblock",
	Title = "Extracting geographic Features from the internet to automatically build detailed regional gazetteers",
	Journal = "International Journal of Geographic Information Science",
	Year = 2009,
	Volume = 23, 
	Number = 1,
	Pages = "92-128",
	urlLink= "http://www.informaworld.com/openurl?genre=article&issn=1365%2d8816&volume=23&issue=1&spage=93",
      	Keywords = {"Building Gazetteers"}}

@phdthesis{versteegthesis,
	Author = {Greg {Ver Steeg}},
	School = {California Institute of Technology},
	Title = {Foundational aspects of nonlocality},
	Url = {http://resolver.caltech.edu/CaltechETD:etd-05282009-115941},
	Year = {2009},
	Bdsk-Url-1 = {http://resolver.caltech.edu/CaltechETD:etd-05282009-115941}}

@article{DBLP:journals/sp/Gil09,
  author       = {Yolanda Gil},
  title        = {From data to knowledge to discoveries: Artificial intelligence and
                  scientific workflows},
  journal      = {Sci. Program.},
  volume       = {17},
  number       = {3},
  pages        = {231--246},
  year         = {2009},
  url          = {https://doi.org/10.3233/SPR-2009-0261},
  doi          = {10.3233/SPR-2009-0261},
  timestamp    = {Wed, 06 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sp/Gil09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@Article{	  deelman2009gridcloud,
  Author	= {Ewa Deelman},
  URL		= {http://pegasus.isi.edu/publications/2009/Deelman-GridAndClouds.pdf},
  Title		= {Grids and Clouds: Making Workflow Applications Work in
		  Heterogeneous Distributed Environments},
  Journal	= {International Journal of High Performance Computing
		  Applications},
  Year		= {2009}
}

@INBOOK{Lerman09Handbook,
  AUTHOR =       {Kristina Lerman},
  editor =       {San Murugesan},
  TITLE =        {Handbook of Research on Web 2.0, 3.0, and X.0:
Technologies, Business, and Social Applications },
  CHAPTER =      {Leveraging User-specified Metadata to Personalize Image Search},
  pages =        {},
  PUBLISHER =    {IGI Global},
  YEAR =         {2009},
  keywords =     {social-annotation},
  urlPaper={http://www.isi.edu/integration/papers/personalization08.pdf},
}

@inproceedings{sgao2009a,
	author = {Shanyuan Gao and Andrew G. Schmidt and Ron Sass},
	booktitle = {Proceedings of the 19th Annual Conference on Field Programmable Logic and Applications (FPL{\textquoteright}09)},
	publisher = {IEEE Computer Society},
	title = {Hardware Implementation of MPI_Barrier on an FPGA Cluster},
	year = {2009}}

@article{kurc-et-al-hpc09,
  author    = {Tahsin M. Kur\c{c} and Shannon Hastings and Vijay S. Kumar and
               Stephen Langella and Ashish Sharma and Tony Pan and
               Scott Oster and David Ervin and Justin Permar and
               Sivaramakrishnan Narayanan and Yolanda Gil and Ewa Deelman and
               Mary W. Hall and Joel H. Saltz},
  title     = {High Performance Computing and Grid Computing for Integrative Biomedical Research},
  journal   = {Journal of High Performance Computing Applications},
  volume    = {23},
  number    = {3},
  year      = {2009},
  pages     = {252-264},
  ee        = {http://dx.doi.org/10.1177/1094342009106192},
  url = {https://knowledgecaptureanddiscovery.github.io/yolanda_gil_website/papers/kurc-et-al-hpc09.pdf }
}

@inproceedings{proc_jorge:histogramestdivergencerevisit:isit09,
 address = {Seoul, Korea},
 author = {Silva, Jorge and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the IEEE International Symposium on Information Theory (ISIT)},
 doi = {10.1109/ISIT.2009.5205713},
 link = {http://sail.usc.edu/publications/files/silvaisit2009.pdf},
 month = {Jun},
 pages = {468-472},
 title = {Histogram-based estimation for the divergence revisited},
 year = {2009}
}

@inproceedings{mirkovic2009test,
  title={How to test DoS defenses},
  author={Mirkovic, Jelena and Fahmy, Sonia and Reiher, Peter and Thomas, Roshan K},
  booktitle={Proceedings of the 2009 Cybersecurity Applications \& Technology Conference for Homeland Security},
  pages={103--117},
  year={2009}
}

@article{Mower2009Humanperceptionofaudio-visual,
 author = {Mower, Emily and Mataric, Maja J. and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 doi = {10.1109/TMM.2009.2021722},
 journal = {IEEE Transactions on Multimedia},
 link = {http://sail.usc.edu/publications/files/MowerTM2009.pdf},
 month = {Aug},
 number = {5},
 pages = {843-855},
 title = {Human perception of audio-visual synthetic character emotion expression in the presence of ambiguous and conflicting information},
 volume = {11},
 year = {2009}
}

@inproceedings{han09_interspeech,
 address = {Brighton, UK},
 author = {Han, Kyu Jeong and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/HanInterSpeech2009[1].pdf},
 month = {Sep},
 pages = {1067-1070},
 title = {Improved Speaker Diarization of Meeting Speech With Recurrent Selection of Representative Speech Segments and Participant Interaction Pattern Modeling},
 year = {2009}
}

@InProceedings{Baker2009,
  author       = {Baker, Zachary K and Monson, Joshua S},
  title        = {In-situ FPGA debug driven by on-board microcontroller},
  booktitle    = {Field Programmable Custom Computing Machines, 2009. FCCM'09. 17th IEEE Symposium on},
  year         = {2009},
  pages        = {219--222},
  organization = {IEEE},
  doi          = {10.1109/FCCM.2009.9},
  month = apr
}

@inproceedings{mendon2009b,
	author = {Ashwin Mendon and Andrew G. Schmidt and Ron Sass},
	booktitle = {Proceedings of the 17th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM{\textquoteright}09)},
	publisher = {IEEE Computer Society},
	title = {Initial Implementation of a Hardware File System with Multiple Disk Support},
	year = {2009}}

@inproceedings{Singh2009,
	author= {K. Singh and R. Kost and K. Yoo and K. Parker and Crago, Stephen P.},
	title= {Integrated Development Environment and Parallel Performance Analysis Tools for Tile 64/ Maestro},
	booktitle= {Workshop on Multi-Core Processors for Space- Opportunities and Challenges held in conjunction with IEEE SMC-IT},
	location= {Pasadena, California},
	month= {July},
	year= {2009}
}

@InProceedings{ives2009:cidr,
  author = 	 {Zachary G. Ives and Craig A. Knoblock and Steven Minton and Marie Jacob and Partha Pratim Talukdar and Rattapoom Tuchinda and Jos\'{e} Luis Ambite and Maria Muslea and B. Cenk Gazen},
  title = 	 {Interactive Data Integration through Smart Copy \& Paste},
  booktitle = {Fourth Biennial Conference on Innovative Data Systems Research (CIDR) },
  year = 	 {2009},
  address = 	 {Pacific Grove, CA},
  month = 	 {January},
  urlPaper = "http://usc-isi-i2.github.io/papers/ives09-cidr.pdf",
  urlPresentation = "http://usc-isi-i2.github.io/slides/ives09-cidr-slides.pdf",
  Keywords = {"Interactive Data Integration"}
}

@inproceedings{Mower2009Interpretingambiguousemotionalexpressions,
 address = {Amsterdam, The Netherlands},
 author = {Mower, Emily and Metallinou, Angeliki and Lee, Chi-Chun and Kazemzadeh, Abe and Busso, Carlos and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of the International Conference on Affective Computing and Intelligent Interaction (ACII)},
 doi = {10.1109/ACII.2009.5349500},
 link = {http://sail.usc.edu/publications/files/moweracii2009.pdf},
 month = {Sep},
 title = {Interpreting ambiguous emotional expressions},
 year = {2009}
}

@inproceedings{Audhkhasi2009Lattice-basedlexicalcuesfor,
 address = {Merano, Italy},
 author = {Audhkhasi, Kartik and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
 doi = {10.1109/ASRU.2009.5373419},
 link = {http://sail.usc.edu/publications/files/audhkhasi_asru2009.pdf},
 month = {Dec},
 title = {Lattice-based lexical cues for word fragment detection in conversational speech},
 year = {2009}
}

@inproceedings{DBLP:conf/icwsm/GhoshL09,
  author       = {Rumi Ghosh and
                  Kristina Lerman},
  editor       = {Eytan Adar and
                  Matthew Hurst and
                  Tim Finin and
                  Natalie S. Glance and
                  Nicolas Nicolov and
                  Belle L. Tseng},
  title        = {Leaders and Negotiators: An Influence-based Metric for Rank},
  booktitle    = {Proceedings of the Third International Conference on Weblogs and Social
                  Media, {ICWSM} 2009, San Jose, California, USA, May 17-20, 2009},
  publisher    = {The {AAAI} Press},
  year         = {2009},
  url          = {http://aaai.org/ocs/index.php/ICWSM/09/paper/view/222},
  timestamp    = {Fri, 05 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icwsm/GhoshL09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{ gil-etal-ijcaiwikiAI-09,
 title = {Leveraging Social Networking Sites to Acquire Rich Task Structure},
 author = {Yolanda Gil and Paul Groth and Varun Ratnakar},
 booktitle = { Proceedings of the IJCAI Workshop on User-Contributed Knowledge and Artificial Intelligence: An Evolving Synergy (WikiAI), held in conjunction with the Twenty-First International Joint Conference on Artificial Intelligence (IJCAI)},
 address = {Pasadena, CA},
  year = {2009},
 url = {https://knowledgecaptureanddiscovery.github.io/yolanda_gil_website/papers/gil-etal-ijcaiwikiAI-09.pdf }
 }

@article{vasilakis2009limits,
  title={Limits on new long range nuclear spin-dependent forces set with a K- He 3 comagnetometer},
  author={Vasilakis, G and Brown, JM and Kornack, TW and Romalis, MV},
  journal={Physical review letters},
  volume={103},
  number={26},
  pages={261801},
  year={2009},
  publisher={APS}
}

@TechReport{Park09a,
	author = 	"Unkyu Park and John Heidemann",
	title = 	"Low-latency Synchronization of Loosely-coupled Sensornet Republishing",
	institution = 	"USC/Information Sciences Institute",
	month = 	apr,
	year = 		2009,
	sortdate = "2009-04-01",
	project = "ilense, siss",
	jsubject = "sensornet_sharing",
	note = "updated June 2010 (original at \url{http://www.isi.edu/%7ejohnh/PAPERS/Park09a_200904.pdf})",
	number =	"ISI-TR-2009-660b",
	location = 	"johnh: pafile",
	keywords = 	"sensornet, sensor-internet, republishing,
                  synchronization, RSS",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/Park09a.html",
	pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Park09a.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	abstract = "Today many individual deployments of sensornets
                  are successful, but they will have much greater
                  impact when, rather than standing alone, they share
                  data across deployments so each can build upon the
                  others.  We expect data to be shared over the
                  Internet, and as the number of processing and
                  reprocessing steps grows, \emph{timely data
                  synchronization} is increasingly important.  Today,
                  such sharing is often hard-coded or driven by
                  fixed-interval polling.  Fixed-interval polling can
                  provide poor worst-case performance (mean latency
                  approaching the data generation period), and best
                  performance requires careful manual configuration of
                  both poll period and phase.  We instead propose
                  \emph{Data Generation Tracking} (DGT), a new family
                  of adaptive polling algorithms that \emph{learn and
                  predict} good times to pull data to minimize both
                  latency and unfruitful queries.  Our approach avoids
                  manual configuration and automatically adapts to
                  outages and changes in data generation rate.  To
                  evaluate our work, we examine four sensornet
                  deployments and develop a rough \emph{model of
                  sensornet data generation}.  We then use this model
                  and replay of real traces to evaluate DGT, finding
                  that, depending on application, its median latency
                  is only 10--30\% of that of fixed-interval polling,
                  with a configurable rate of network load that is the
                  same or slightly higher.",
}

Today many individual deployments of sensornets are successful, but they will have much greater impact when, rather than standing alone, they share data across deployments so each can build upon the others. We expect data to be shared over the Internet, and as the number of processing and reprocessing steps grows, \emphtimely data synchronization is increasingly important. Today, such sharing is often hard-coded or driven by fixed-interval polling. Fixed-interval polling can provide poor worst-case performance (mean latency approaching the data generation period), and best performance requires careful manual configuration of both poll period and phase. We instead propose \emphData Generation Tracking (DGT), a new family of adaptive polling algorithms that \emphlearn and predict good times to pull data to minimize both latency and unfruitful queries. Our approach avoids manual configuration and automatically adapts to outages and changes in data generation rate. To evaluate our work, we examine four sensornet deployments and develop a rough \emphmodel of sensornet data generation. We then use this model and replay of real traces to evaluate DGT, finding that, depending on application, its median latency is only 10–30% of that of fixed-interval polling, with a configurable rate of network load that is the same or slightly higher.

@inproceedings{Crago2009,
	author= {Crago, Stephen P.},
	title= {Maestro Multi-Core Software},
	booktitle= {Workshop on Multi-Core Processors for Space- Opportunities and Challenges held in conjunction with Third IEEE International Conference on Space Mission Challenges for Information Technology},
	location= { Pasadena, California},
	month= {July},
	year= {2009}
}

@InProceedings{	  sakellariou2009coregrid,
  Author	= {Rizos Sakellariou and Henan Zhao and Ewa Deelman},
  URL		= {http://pegasus.isi.edu/publications/2009/coregrid09.pdf},
  Title		= {Mapping Workflows on Grid Resources: Experiments with the
		  Montage Workflow},
  BookTitle	= {CoreGrid},
  Year		= {2009}
}

@article{galstyan2009maximizing,
  title={Maximizing influence propagation in networks with community structure},
  author={Galstyan, Aram and Musoyan, Vahe and Cohen, Paul},
  journal={Physical Review E},
  volume={79},
  number={5},
  pages={056102},
  year={2009},
  publisher={APS}
}

@INPROCEEDINGS{michelson09:icai,
 author = 	{Matthew Michelson and Craig A. Knoblock},
 	title =  {Mining the Heterogeneous Transformations Between Data Sources to Aid Record Linkage},
 	booktitle = {Proceedings of the International Conference on Artificial Intelligence (ICAI)},
 	year = {2009},
	urlPresentation= "http://usc-isi-i2.github.io/slides/michelson09-icai-slides.pdf",
	urlPaper= "http://usc-isi-i2.github.io/papers/michelson09-icai.pdf",
      	Keywords = {"Record Linkage"}
}

@inproceedings{Crago2010,
	author= {Crago, Stephen P.},
	title= {Mission-Critical Space Software for Multi-Core Processors},
	booktitle= {Workshop on Flight Software},
	location= {Pasadena, California},
	month= {November},
	year= {2009}
}

@inproceedings{oikonomou2009modeling,
  title={Modeling human behavior for defense against flash-crowd attacks},
  author={Oikonomou, Georgios and Mirkovic, Jelena},
  booktitle={2009 IEEE International Conference on Communications (ICC)},
  pages={1--6},
  year={2009},
  organization={IEEE}
}

@inproceedings{lee09_interpseech,
 address = {Brighton, UK},
 author = {Lee, Chi-Chun and Busso, Carlos and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {care, emotion, bsp},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/LeeInterSpeech2009[2].pdf},
 month = {Sep},
 title = {Modeling mutual influence of interlocutor emotion states in dyadic spoken interactions},
 year = {2009}
}

@inproceedings{maheswaran2009multi,
  title={Multi-agent systems for the real world},
  author={Maheswaran, Rajiv and Rogers, Craig Milo and Sanchez, Romeo and Szekely, Pedro and Gati, Gergely and Smyth, Kevin and VanBuskirk, Chris},
  booktitle={Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems-Volume 2},
  pages={1281--1282},
  year={2009},
  organization={International Foundation for Autonomous Agents and Multiagent Systems}
}

@inproceedings{hussein_object_2009,
	title = {Object detection via boosted deformable features},
	rights = {All rights reserved},
	doi = {10.1109/ICIP.2009.5414561},
	abstract = {It is a common practice to model an object for detection tasks as a boosted ensemble of many models built on features of the object. In this context, features are defined as subregions with fixed relative locations and extents with respect to the object's image window. We introduce using deformable features with boosted ensembles. A deformable features adapts its location depending on the visual evidence in order to match the corresponding physical feature. Therefore, deformable features can better handle deformable objects. We empirically show that boosted ensembles of deformable features perform significantly better than boosted ensembles of fixed features for human detection.},
	eventtitle = {2009 16th {IEEE} International Conference on Image Processing ({ICIP})},
	pages = {1445--1448},
	booktitle = {2009 16th {IEEE} International Conference on Image Processing ({ICIP})},
	author = {Hussein, M. and Porikli, F. and Davis, L.},
	date = {2009-11},
	year = {2009},
	keywords = {Biological system modeling, boosted ensembles, Boosting, Computer science, Computer vision, Context modeling, deformable features, Deformable Features, Deformable models, Educational institutions, feature extraction, Head, human detection, Human Detection, Humans, object detection, Object detection, statistics, visual evidence},
	file = {IEEE Xplore Abstract Record:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\I28BE5Y4\\5414561.html:text/html}
}

It is a common practice to model an object for detection tasks as a boosted ensemble of many models built on features of the object. In this context, features are defined as subregions with fixed relative locations and extents with respect to the object's image window. We introduce using deformable features with boosted ensembles. A deformable features adapts its location depending on the visual evidence in order to match the corresponding physical feature. Therefore, deformable features can better handle deformable objects. We empirically show that boosted ensembles of deformable features perform significantly better than boosted ensembles of fixed features for human detection.

@article{allahverdyan2009maximum,
  title={On maximum a posteriori estimation of hidden Markov processes},
  author={Allahverdyan, Armen and Galstyan, Aram},
  journal={arXiv preprint arXiv:0906.1980},
  year={2009}
}
%%2008

@inproceedings{DBLP:conf/dcoss/ThatteRLGMNAS09,
  author    = {Gautam Thatte and
               Viktor Rozgic and
               Ming Li and
               Sabyasachi Ghosh and
               Urbashi Mitra and
               Shrikanth S. Narayanan and
               Murali Annavaram and
               Donna Spruijt{-}Metz},
  editor    = {Bhaskar Krishnamachari and
               Subhash Suri and
               Wendi Rabiner Heinzelman and
               Urbashi Mitra},
  title     = {Optimal Allocation of Time-Resources for Multihypothesis Activity-Level
               Detection},
  booktitle = {Distributed Computing in Sensor Systems, 5th {IEEE} International
               Conference, {DCOSS} 2009, Marina del Rey, CA, USA, June 8-10, 2009.
               Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {5516},
  pages     = {273--286},
  publisher = {Springer},
  year      = {2009},
  url       = {https://doi.org/10.1007/978-3-642-02085-8\_20},
  doi       = {10.1007/978-3-642-02085-8\_20},
  timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/dcoss/ThatteRLGMNAS09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bodynets/ThatteR0GMNAS09,
  author    = {Gautam Thatte and
               Viktor Rozgic and
               Ming Li and
               Sabyasachi Ghosh and
               Urbashi Mitra and
               Shrikanth S. Narayanan and
               Murali Annavaram and
               Donna Spruijt{-}Metz},
  editor    = {William J. Kaiser and
               Chenyang Lu},
  title     = {Optimal time-resource allocation for activity-detection via multimodal
               sensing},
  booktitle = {4th International {ICST} Conference on Body Area Networks, {BODYNETS}
               2009, Los Angeles, CA, USA, April 1-3, 2009},
  pages     = {14},
  publisher = {{ICST}},
  year      = {2009},
  url       = {https://doi.org/10.4108/ICST.BODYNETS2009.6030},
  doi       = {10.4108/ICST.BODYNETS2009.6030},
  timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/bodynets/ThatteR0GMNAS09.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@TechReport{Thatte09a,
	author = 	"Gautam Thatte and Urbashi Mitra and John Heidemann",
	title = 	"Parametric Methods for Anomaly Detection in Aggregate Traffic",
	institution = 	"USC/Information Sciences Institute",
	year = 		2009,
	sortdate = 		"2009-08-01", 
	project = "ant, nocredit, madcat",
	jsubject = "chronological",
	number =	"ISI-TR-2009-663b",
	month = 	aug,
	jlocation = 	"johnh: pafile",
	keywords = 	"internet anonaly detection, DoS attack
                  detection, parameteric methods",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Thatte09a.html",
	pdfurl =	"https://ant.isi.edu/%7ejohnh/PAPERS/Thatte09a.pdf",
	myorganization =	"USC/Information Sciences Institute",
	note = "First issued August 2009; updated August 2010",
	copyrightholder = "authors",
	usessoftware = "stream_merger",
	abstract = "This paper develops parametric methods to detect network anomalies
using only aggregate traffic statistics in contrast to other works
requiring flow separation, even when the anomaly is a small fraction
of the total traffic.  By adopting simple statistical models for
anomalous and background traffic in the time-domain, one can estimate
model parameters in real-time, thus obviating the need for a long
training phase or manual parameter tuning.  The proposed bivariate
Parametric Detection Mechanism (bPDM) uses a sequential probability
ratio test, allowing for control over the false positive rate while
examining the trade-off between detection time and the strength of an
anomaly.  Additionally, it uses both traffic-rate and packet-size
statistics, yielding a bivariate model that eliminates most false
positives.  The method is analyzed using the bitrate SNR metric, which
is shown to be an effective metric for anomaly detection.  The
performance of the bPDM is evaluated in three ways:  first,
synthetically generated traffic provides for a controlled comparison
of detection time as a function of the anomalous level of traffic.
Second, the approach is shown to be able to detect controlled
artificial attacks over the USC campus network in varying real traffic
mixes.  Third, the proposed algorithm achieves rapid detection of real
denial-of-service attacks as determined by the replay of previously
captured network traces.  The method developed in this paper is able
to detect all attacks in these scenarios in a few seconds or less.
",
}

This paper develops parametric methods to detect network anomalies using only aggregate traffic statistics in contrast to other works requiring flow separation, even when the anomaly is a small fraction of the total traffic. By adopting simple statistical models for anomalous and background traffic in the time-domain, one can estimate model parameters in real-time, thus obviating the need for a long training phase or manual parameter tuning. The proposed bivariate Parametric Detection Mechanism (bPDM) uses a sequential probability ratio test, allowing for control over the false positive rate while examining the trade-off between detection time and the strength of an anomaly. Additionally, it uses both traffic-rate and packet-size statistics, yielding a bivariate model that eliminates most false positives. The method is analyzed using the bitrate SNR metric, which is shown to be an effective metric for anomaly detection. The performance of the bPDM is evaluated in three ways: first, synthetically generated traffic provides for a controlled comparison of detection time as a function of the anomalous level of traffic. Second, the approach is shown to be able to detect controlled artificial attacks over the USC campus network in varying real traffic mixes. Third, the proposed algorithm achieves rapid detection of real denial-of-service attacks as determined by the replay of previously captured network traces. The method developed in this paper is able to detect all attacks in these scenarios in a few seconds or less.

@inproceedings{collins2009payoff,
  title={Payoff Based IDS Evaluation.},
  author={Collins, Michael and RedJack, LLC},
  booktitle={CSET},
  year={2009}
}

@InProceedings{	  groth2009pipeline,
  Author	= {Paul Groth and Ewa Deelman and Gideon Juve and Gaurang
		  Mehta and Bruce Berriman},
  URL		= {http://pegasus.isi.edu/publications/2009/GrothP-PipelineCentric.pdf},
  Title		= {Pipeline-Centric Provenance Model},
  BookTitle	= {4th Workshop on Workflows in Support of Large-Scale
		  Science (WORKS 09)},
  Year		= {2009}
}

@article{Ghosh2009Pitchcontourstylizationusing,
 author = {Ghosh, Prasanta Kumar and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 doi = {10.1109/LSP.2009.2025824},
 journal = {IEEE Signal Processing Letters},
 link = {http://sail.usc.edu/publications/files/ghoshspl2009.pdf},
 month = {Sep},
 number = {9},
 pages = {810-813},
 title = {Pitch contour stylization using an optimal piecewise polynomial approximation},
 volume = {16},
 year = {2009}
}

@inproceedings{black09_interpseech,
 address = {Brighton, UK},
 author = {Black, Matthew P. and Tepperman, Joseph and Lee, Sungbok and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of InterSpeech},
 keyword = {childrens speech, disfluency detection, feature selection, pronunciation verification, reading assessment},
 link = {http://sail.usc.edu/publications/files/blackinterspeech2009.pdf},
 month = {Sep},
 title = {Predicting childrens reading ability using evaluator-informed features},
 year = {2009}
}

@proceedings{k-cap-09,
  editor    = {Yolanda Gil and
               Natasha Fridman Noy},
  title     = {Proceedings of the 5th International Conference on Knowledge
               Capture (K-CAP)},
  address = {Redondo Beach, CA},
  publisher = {Association for Computing Machinery},
  year      = {2009}
}

@article{Kalinli2009Prominencedetectionusingauditory,
 author = {Kalinli, Ozlem and Narayanan, Shrikanth S.},
 doi = {10.1109/TASL.2009.2014795},
 journal = {IEEE Transactions on Audio, Speech, and Language Processing},
 keyword = {accent, auditory attention, auditory gist, lexical rules, prominence, stress, syntax, task-dependent},
 link = {http://sail.usc.edu/publications/files/kalinlitaslp2009.pdf},
 month = {Jul},
 number = {5},
 pages = {1009-1024},
 title = {Prominence detection using auditory attention cues and task-dependent high level information},
 volume = {17},
 year = {2009}
}

@inproceedings{jin2009querymarvel,
  title={QueryMarvel: a visual query language for temporal patterns using comic strips},
  author={Jin, Jing and Szekely, Pedro},
  booktitle={Visual Languages and Human-Centric Computing, 2009. VL/HCC 2009. IEEE Symposium on},
  pages={207--214},
  year={2009},
  organization={IEEE}
}

@inproceedings{kline2009rad,
  title={RAD: Reflector attack defense using message authentication codes},
  author={Kline, Erik and Beaumont-Gay, Matt and Mirkovic, Jelena and Reiher, Peter},
  booktitle={2009 Annual Computer Security Applications Conference (ACSAC)},
  pages={269--278},
  year={2009},
  organization={IEEE}
}

@inproceedings{Ramanarayanan2009Real-timeMRItrackingof,
 address = {Portland, Oregon},
 author = {Ramanarayanan, Vikram and Bresch, Erik and Byrd, Dani and Goldstein, Louis and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 booktitle = {Proceedings of the Meeting of the Acoustical Society of America},
 doi = {10.1121/1.4783766},
 month = {May},
 title = {Real-time MRI tracking of articulation during grammatical and ungrammatical pauses in speech},
 year = {2009}
}

@inproceedings{yildirim09_wocci,
 address = {Cambridge, MA},
 author = {Yildirim, Serdar and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the Workshop on Child, Computer and Interaction},
 doi = {10.1145/1640377.1640391},
 link = {http://sail.usc.edu/publications/files/yildirimwocci2009.pdf},
 month = {Nov},
 title = {Recognizing childs emotional state in problem-solving child-machine interactions},
 year = {2009}
}

@article{Bresch2009Regionsegmentationinthe,
 author = {Bresch, Erik and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 doi = {https://doi.org/10.1109/tmi.2008.928920},
 journal = {IEEE Transactions on Medical Imaging},
 link = {http://sail.usc.edu/publications/files/04580124.pdf},
 month = {Mar},
 number = {3},
 pages = {323-338},
 title = {Region segmentation in the frequency domain applied to upper airway real-time magnetic resonance images},
 volume = {28},
 year = {2009}
}

@article{2008arXiv0811.3771V,
	Adsnote = {Provided by the SAO/NASA Astrophysics Data System},
	Adsurl = {http://adsabs.harvard.edu/abs/2008arXiv0811.3771V},
	Author = {{Ver Steeg}, Greg and {Wehner}, S.},
	Journal = {Quantum Information and Computation},
	Keywords = {Quantum Physics},
	Pages = {0801-0832},
	Title = {{Relaxed uncertainty relations and information processing}},
	Volume = 9,
	Year = {2009}}

@Article{He09a,
	author = "Xinming He and Christos Papadopoulos and John
 Heidemann and Urbashi Mitra and Usman Riaz",
	title = "Remote Detection of Bottleneck Links Using Spectral and Statistical Methods",
	journal = 	"Computer Networks",
	year = 		2009,
	sortdate = 		"2009-02-01",
	project = "ant, madcat, nocredit",
	jsubject = "spectral_network",
	publisher = "Elsevier Science Publishing Co., Inc.",
	volume = 	53,
	number = 	3,
	pages = 	"279--298",
	month = 	feb,
	jlocation = 	"johnh: pafile",
	doi = 	"	10.1016/j.comnet.2008.10.001",
	jlocation =	"johnh: pafile",
	keywords =	"spectral analysis, bottleneck detection",
	copyrightholder = "Elsevier Science Publishing Co., Inc.",
	copyrightterms = 	"Single photocopies of single articles 	may be made for personal use as allowed by national copyright 	laws. Permission of the Publisher and payment of a fee is required for 	all other photocopying, including multiple or systematic copying, 	copying for advertising or promotional purposes, resale, and all forms 	of document delivery. Special rates are available for educational 	institutions that wish to make photocopies for non-profit educational 	classroom use. Permissions may be sought directly from:  Elsevier 	Global Rights Department / P.O. Box 800 / Oxford OX5 1DX, UK / 	phone: (+44) 1865 843830 / 	fax: (+44) 1865 853333 / 	e-mail: [email protected] ",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/He09a.html",
	pdfurl =	"https://ant.isi.edu/%7ejohnh/PAPERS/He09a.pdf",
	myorganization =	"USC/Information Sciences Institute",

	abstract = "
Persistently saturated links are abnormal conditions that indicate
bottlenecks in Internet traffic. Network operators are interested in
detecting such links for troubleshooting, to improve capacity planning
and traffic estimation, and to detect denial-of-service attacks.
Currently bottleneck links can be detected either locally, through
SNMP information, or remotely, through active probing or passive
flow-based analysis.  However, local SNMP information may not be
available due to administrative restrictions, and existing remote
approaches are not used systematically because of their network or
computation overhead.  This paper proposes a new approach to remotely
detect the presence of bottleneck links using spectral and statistical
analysis of traffic.  Our approach is \emph{passive}, operates on
\emph{aggregate traffic} without flow separation, and supports
\emph{remote detection} of bottlenecks, addressing some of the major
limitations of existing approaches.  Our technique assumes that
traffic through the bottleneck is dominated by packets with a common
size (typically the maximum transfer unit, for reasons discussed in
Section 5.1.  With this assumption, we observe
that bottlenecks imprint periodicities on packet transmissions based
on the packet size and link bandwidth.  Such periodicities manifest
themselves as strong frequencies in the spectral representation of the
aggregate traffic observed at a downstream monitoring point.  We
propose a detection algorithm based on rigorous statistical methods to
detect the presence of bottleneck links by examining strong
frequencies in aggregate traffic.  We use data from live Internet
traces to evaluate the performance of our algorithm under various
network conditions. Results show that with proper parameters our
algorithm can provide excellent accuracy (up to 95\%) even if the
traffic through the bottleneck link accounts for less than 10\% of the
aggregate traffic.
",
}

Persistently saturated links are abnormal conditions that indicate bottlenecks in Internet traffic. Network operators are interested in detecting such links for troubleshooting, to improve capacity planning and traffic estimation, and to detect denial-of-service attacks. Currently bottleneck links can be detected either locally, through SNMP information, or remotely, through active probing or passive flow-based analysis. However, local SNMP information may not be available due to administrative restrictions, and existing remote approaches are not used systematically because of their network or computation overhead. This paper proposes a new approach to remotely detect the presence of bottleneck links using spectral and statistical analysis of traffic. Our approach is \emphpassive, operates on \emphaggregate traffic without flow separation, and supports \emphremote detection of bottlenecks, addressing some of the major limitations of existing approaches. Our technique assumes that traffic through the bottleneck is dominated by packets with a common size (typically the maximum transfer unit, for reasons discussed in Section 5.1. With this assumption, we observe that bottlenecks imprint periodicities on packet transmissions based on the packet size and link bandwidth. Such periodicities manifest themselves as strong frequencies in the spectral representation of the aggregate traffic observed at a downstream monitoring point. We propose a detection algorithm based on rigorous statistical methods to detect the presence of bottleneck links by examining strong frequencies in aggregate traffic. We use data from live Internet traces to evaluate the performance of our algorithm under various network conditions. Results show that with proper parameters our algorithm can provide excellent accuracy (up to 95%) even if the traffic through the bottleneck link accounts for less than 10% of the aggregate traffic.

@inproceedings{proc_andreas:wordboundarydetection:icassp09,
 address = {Taipei, Taiwan},
 author = {Tsiartas, Andreas and Ghosh, Prasanta Kumar and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2009.4960701},
 link = {http://sail.usc.edu/publications/files/tsiartasicassp2009.pdf},
 month = {Apr},
 pages = {4785-4788},
 title = {Robust word boundary detection in spontaneous speech using acoustic and lexical cues},
 year = {2009}
}

@inproceedings{barnhart2009spidr,
  title={SPIDR: Integrated Systems Engineering Design-to-Simulation Software for Satellite Build},
  author={Barnhart, David A and Kichkaylo, Tatiana and Hoag, Lucy},
  booktitle={Conference on Systems Engineering Research},
  year={2009},
  month = jan
}

@Article{Yoon09a,
	author = 	"SunHee Yoon and Wei Ye and John Heidemann and
                  Brian Littlefield and Cyrus Shahabi",
	title = 	"SWATS: Wireless Sensor Networks for
                  Steamflood and Waterflood Pipeline Monitoring",
	journal = 	"IEEE Network Magazine",
	year = 		2009,
	sortdate = "2009-07-09",
	project = "ilense, imsc, pecase, cens, cisoft",
	jsubject = "chronological",
	note = 	"accepted in 2009; appears as [Yoon11a]",
	location = 	"johnh: pafile",
	keywords = 	"sensornet, oilfield, steamflood, waterflood",
	  url =		"http://www.isi.edu/%7ejohnh/PAPERS/Yoon09a.html",
	  pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Yoon09a.pdf",
	  copyrightholder = "IEEE",
	  copyrightterms = "	Personal use of this material is permitted.  However, 	permission to reprint/republish this material for advertising 	or promotional purposes or for creating new collective works         for resale or redistribution to servers or lists, 	or to reuse any copyrighted component of this work in other works 	must be obtained from the IEEE. ",
	  myorganization = 	"USC/Information Sciences Institute",
	abstract = "
State-of-the-art anomaly detection systems deployed in the oilfields
are expensive, not scalable to a large number of sensors, require
manual operation, and provide data with a long delay. To overcome
these problems, we design a wireless sensor network system that
detects, identifies, and localizes major anomalies such as blockage
and leakage that arise in steamflood and waterflood pipelines in
oilfields. A sensor network consists of small, inexpensive nodes
equipped with embedded processors and wireless communication, which
enables flexible deployment and close observation of phenomena without
human intervention. Our sensor network based system, SWATS (Steamflood
and WAterflood Tracking System), aims to allow continuous monitoring
of the steamflood and waterflood systems with low cost, short delay,
and fine granularity coverage while providing high accuracy and
reliability. The anomaly detection and identification is challenging
because of the inherent inaccuracy and unreliability of sensors and
the transient characteristics of the flows. Moreover, observation by a
single node cannot capture the topological effects on the transient
characteristics of steam and water fluid to disambiguate similar
problems and false alarms. We address these hurdles by utilizing
multi-modal sensing and multi-sensor collaboration and exploiting
temporal and spatial patterns of the sensed phenomena.
",
}

%	title = 	"{SWATS}: Wireless Sensor Networks for
%                  Steamflood and Waterflood Pipeline Monitoring",

State-of-the-art anomaly detection systems deployed in the oilfields are expensive, not scalable to a large number of sensors, require manual operation, and provide data with a long delay. To overcome these problems, we design a wireless sensor network system that detects, identifies, and localizes major anomalies such as blockage and leakage that arise in steamflood and waterflood pipelines in oilfields. A sensor network consists of small, inexpensive nodes equipped with embedded processors and wireless communication, which enables flexible deployment and close observation of phenomena without human intervention. Our sensor network based system, SWATS (Steamflood and WAterflood Tracking System), aims to allow continuous monitoring of the steamflood and waterflood systems with low cost, short delay, and fine granularity coverage while providing high accuracy and reliability. The anomaly detection and identification is challenging because of the inherent inaccuracy and unreliability of sensors and the transient characteristics of the flows. Moreover, observation by a single node cannot capture the topological effects on the transient characteristics of steam and water fluid to disambiguate similar problems and false alarms. We address these hurdles by utilizing multi-modal sensing and multi-sensor collaboration and exploiting temporal and spatial patterns of the sensed phenomena.

@inproceedings{kalinli09_mmsp,
 address = {Rio de Janeiro, Brazil},
 author = {Kalinli, Ozlem and Sundaram, Shiva and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the IEEE International Workshop on Multimedia Signal Processing (MMSP)},
 doi = {https://doi.org/10.1109/mmsp.2009.5293267},
 link = {http://sail.usc.edu/publications/files/KalinliMMSP2009.pdf},
 month = {Oct},
 title = {Saliency-driven unstructured acoustic scene classification using latent perceptual indexing},
 year = {2009}
}

@inproceedings{DBLP:conf/aaaiss/GrothG09,
  author       = {Paul Groth and
                  Yolanda Gil},
  title        = {Scaffolding Instructions to Learn Procedures from Users},
  booktitle    = {Agents that Learn from Human Teachers, Papers from the 2009 {AAAI}
                  Spring Symposium, Technical Report SS-09-01, Stanford, California,
                  USA, March 23-25, 2009},
  pages        = {63--70},
  publisher    = {{AAAI}},
  year         = {2009},
  url          = {http://www.aaai.org/Library/Symposia/Spring/2009/ss09-01-010.php},
  timestamp    = {Tue, 04 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaaiss/GrothG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@InProceedings{	  juve2009ec2,
  Author	= {Gideon Juve and Ewa Deelman and Karan Vahi and Gaurang
		  Mehta and Bruce Berriman and Benjamin P. Berman and Philip
		  J. Maechling},
  URL		= {http://pegasus.isi.edu/publications/2009/JuveG-EC2.pdf},
  Title		= {Scientific Workflow Applications on Amazon EC2},
  BookTitle	= {Workshop on Cloud-based Services and Applications},
  Year		= {2009}
}

@misc{rfc5592,
  author="D. Harrington and J. Salowey and W. Hardaker",
  title="{Secure Shell Transport Model for the Simple Network Management Protocol (SNMP)}",
  howpublished="RFC 5592 (Proposed Standard)",
  series="Internet Request for Comments",
  type="RFC",
  number="5592",
  year=2009,
  month=06,
  issn="2070-1721",
  publisher="RFC Editor",
  institution="RFC Editor",
  organization="RFC Editor",
  address="Fremont, CA, USA",
  url="https://www.rfc-editor.org/rfc/rfc5592.txt",
  key="RFC 5592",
  abstract={This memo describes a Transport Model for the Simple Network Management Protocol (SNMP), using the Secure Shell (SSH) protocol. This memo also defines a portion of the Management Information Base (MIB) for use with network management protocols in TCP/IP-based internets. In particular, it defines objects for monitoring and managing the Secure Shell Transport Model for SNMP. [STANDARDS-TRACK]},
  keywords="Network Management, Simple Network Management Protocol, SNMP, Secure Shell, SSH",
  doi="10.17487/RFC5592",
  }                  
                  

This memo describes a Transport Model for the Simple Network Management Protocol (SNMP), using the Secure Shell (SSH) protocol. This memo also defines a portion of the Management Information Base (MIB) for use with network management protocols in TCP/IP-based internets. In particular, it defines objects for monitoring and managing the Secure Shell Transport Model for SNMP. [STANDARDS-TRACK]

@inproceedings{kline-nspw09,
author = {Kline, Erik and Reiher, Peter},
title = {{Securing Data through Avoidance Routing}},
year = {2009},
isbn = {9781605588452},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/1719030.1719046},
doi = {10.1145/1719030.1719046},
booktitle = {Proceedings of the 2009 Workshop on New Security Paradigms Workshop},
pages = {115–124},
numpages = {10},
keywords = {BGP, DFS, avoidance routing, security properties},
location = {Oxford, United Kingdom},
series = {NSPW ’09}
}

@inproceedings{lee09_bic,
 address = {Austin, TX},
 author = {Lee, Sangwon and Annavaram, Murali and Thatte, Gautam and Rozgic, Viktor and Li, Ming and Mitra, Urbashi and Narayanan, Shrikanth S. and Spruijt-Metz, Donna},
 bib2html_rescat = {bsp},
 booktitle = {Proceedings of the Workshop on Biomedicine in Computing: Systems, Architectures, and Circuits (BiC)},
 link = {http://sail.usc.edu/publications/files/BIC09.pdf},
 month = {Jun},
 title = {Sensing for obesity: KNOWME implementation and lessons for an architect},
 year = {2009}
}

@inproceedings{kalinli09_interspeech,
 address = {Brighton, UK},
 author = {Han, Kyu Jeong and Narayanan, Shrikanth S.},
 bib2html_rescat = {rats},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/haninterspeech2009[2].pdf},
 month = {Sep},
 title = {Signature cluster model selection for incremental Gaussian mixture cluster modeling in agglomerative hierarchical speaker clustering},
 year = {2009}
}

@incollection{bookch_bulut:speechsynthesis:elsevier,
 author = {Bulut, Murtaza and Narayanan, Shrikanth S.},
 bib2html_rescat = {rats},
 booktitle = {Human-centric interfaces for ambient intelligence},
 editor = {Aghajan, Hamid and Augusto, Juan Carlos and Delgado, Ramon Lopez-Cozar},
 pages = {255-277},
 publisher = {Elsevier},
 title = {Speech Synthesis Systems in Ambient Intelligence Environments},
 year = {2009}
}

@inproceedings{DBLP:conf/aaaiss/LermanH09,
  author       = {Kristina Lerman and
                  Tad Hogg},
  title        = {Stochastic Models of Large-Scale Human Behavior on the Web},
  booktitle    = {Human Behavior Modeling, Papers from the 2009 {AAAI} Spring Symposium,
                  Technical Report SS-09-04, Stanford, California, USA, March 23-25,
                  2009},
  pages        = {37--42},
  publisher    = {{AAAI}},
  year         = {2009},
  url          = {http://www.aaai.org/Library/Symposia/Spring/2009/ss09-04-007.php},
  timestamp    = {Fri, 17 Feb 2012 13:46:34 +0100},
  biburl       = {https://dblp.org/rec/conf/aaaiss/LermanH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-0904-0016,
  author       = {Tad Hogg and
                  Kristina Lerman},
  title        = {Stochastic Models of User-Contributory Web Sites},
  journal      = {CoRR},
  volume       = {abs/0904.0016},
  year         = {2009},
  url          = {http://arxiv.org/abs/0904.0016},
  eprinttype    = {arXiv},
  eprint       = {0904.0016},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-0904-0016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-0906-2212,
  author       = {Rumi Ghosh and
                  Kristina Lerman},
  title        = {Structure of Heterogeneous Networks},
  journal      = {CoRR},
  volume       = {abs/0906.2212},
  year         = {2009},
  url          = {http://arxiv.org/abs/0906.2212},
  eprinttype    = {arXiv},
  eprint       = {0906.2212},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-0906-2212.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{chiu2009tentacles,
  title={Tentacles: Self-configuring robotic radio networks in unknown environments},
  author={Chiu, Harris Chi Ho and Ryu, Bo and Zhu, Hua and Szekely, Pedro and Maheswaran, Rajiv and Rogers, Craig and Galstyan, Aram and Salemi, Behnam and Rubenstein, Mike and Shen, Wei-Min},
  booktitle={2009 IEEE/RSJ International Conference on Intelligent Robots and Systems},
  pages={1383--1388},
  year={2009},
  organization={IEEE}
}

@article{Williams2009a,
	abstract = {By leveraging current technologies to manage distributed climate data in a unified virtual environment, the Earth System Grid (ESG) project is promoting data sharing between international research centers and diverse users. In transforming these data into a collaborative community resource, ESG is changing the way global climate research is conducted. Since ESG's production beginnings in 2004, its most notable accomplishment was to efficiently store and distribute climate simulation data of some 20 global coupled ocean-atmosphere models to the scores of scientific contributors to the Fourth Assessment Report (AR4) of the Intergovernmental Panel on Climate Change (IPCC); the IPCC collective scientific achievement was recognized by the award of a 2007 Nobel Peace Prize. Other international climate stakeholders such as the North American Regional Climate Change Assessment Program (NARCCAP) and the developers of the Community Climate System Model (CCSM) and of the Climate Science Computational End Station (CCES) also have endorsed ESG technologies for disseminating data to their respective user communities. In coming years, the recently created Earth System Grid Center for Enabling Technology (ESG-CET) will extend these methods to assist the international climate community in its efforts to better understand the global climate system.},
	author = {Williams, D. N. and Ananthakrishnan, R. and Bernholdt, D. E. and Bharathi, S. and Brown, D. and Chen, M. and Chervenak, A. L. and Cinquini, L. and Drach, R. and Foster, I. T. and Fox, P. and Fraser, D. and Garcia, J. and Hankin, S. and Jones, P. and Middleton, D. E. and Schwidder, J. and Schweitzer, R. and Schuler, R. and Shoshani, A. and Siebenlist, F. and Sim, A. and Strand, W. G. and Su, M. and Wilhelmi, N.},
	date-added = {2018-09-12 16:05:54 -0700},
	date-modified = {2020-01-21 15:51:59 -0800},
	eprint = {https://doi.org/10.1175/2008BAMS2459.1},
	journal = {Bulletin of the American Meteorological Society},
	number = {2},
	pages = {195--206},
	title = {The {{Earth System Grid}}: {{Enabling Access}} to {{Multimodel Climate Simulation Data}}},
	volume = {90},
	year = {2009}}

By leveraging current technologies to manage distributed climate data in a unified virtual environment, the Earth System Grid (ESG) project is promoting data sharing between international research centers and diverse users. In transforming these data into a collaborative community resource, ESG is changing the way global climate research is conducted. Since ESG's production beginnings in 2004, its most notable accomplishment was to efficiently store and distribute climate simulation data of some 20 global coupled ocean-atmosphere models to the scores of scientific contributors to the Fourth Assessment Report (AR4) of the Intergovernmental Panel on Climate Change (IPCC); the IPCC collective scientific achievement was recognized by the award of a 2007 Nobel Peace Prize. Other international climate stakeholders such as the North American Regional Climate Change Assessment Program (NARCCAP) and the developers of the Community Climate System Model (CCSM) and of the Climate Science Computational End Station (CCES) also have endorsed ESG technologies for disseminating data to their respective user communities. In coming years, the recently created Earth System Grid Center for Enabling Technology (ESG-CET) will extend these methods to assist the international climate community in its efforts to better understand the global climate system.

@article{Chervenak2009a,
	acmid = {1592261},
	address = {{Piscataway, NJ, USA}},
	author = {Chervenak, Ann L. and Schuler, Robert and Ripeanu, Matei and Amer, Muhammad Ali and Bharathi, Shishir and Foster, Ian and Iamnitchi, Adriana and Kesselman, Carl},
	date-added = {2018-09-12 15:11:16 -0700},
	date-modified = {2020-01-21 15:51:59 -0800},
	file = {/Users/schuler/Zotero/storage/FKTVNQ5Z/Chervenak et al. - 2009 - The Globus Replica Location Service Design and Ex.pdf},
	issn = {1045-9219},
	issue_date = {September 2009},
	journal = {IEEE Transactions on Parallel and Distributed Systems},
	keywords = {data management.,Distributed systems,grids,Information Storage and Retrieval,Metadata,Replica Location Service,replica management},
	month = sep,
	number = {9},
	pages = {1260--1272},
	publisher = {{IEEE Press}},
	title = {The {{Globus Replica Location Service}}: {{Design}} and {{Experience}}},
	volume = {20},
	year = {2009}}

@article{Williams2009b,
	author = {Williams, DN and Ananthakrishnan, R and Bernholdt, DE and Bharathi, S and Brown, D and Chen, M and Chervenak, AL and Cinquini, L and Drach, R and Foster, IT and others},
	date-added = {2022-05-31 14:23:45 -0700},
	date-modified = {2022-05-31 14:23:53 -0700},
	journal = {SciDAC Review},
	title = {The Planet at Their Fingertips: {{Climate}} Modeling Data Heats Up},
	volume = {9},
	year = {2009}}

@article{Byrd2009Timingeffectsofsyllable,
 author = {Byrd, Dani and Tobin, Stephen and Bresch, Erik and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 doi = {10.1016/j.wocn.2008.10.002},
 journal = {Journal of Phonetics},
 link = {http://sail.usc.edu/publications/files/byrd2009timing.pdf},
 month = {Jan},
 number = {1},
 pages = {97-110},
 title = {Timing effects of syllable structure and stress on nasals: A real-time MRI examination},
 volume = {37},
 year = {2009}
}

@TechReport{Syed09b,
	author = 	"Affan A. Syed and John Heidemann",
	title = 	"Tones for Real: Managing Multipath in Underwater Acoustic Wakeup",
	institution = 	"USC/Information Sciences Institute",
	year = 		2009,
	sortdate = "2009-04-01",
	project = "ilense, snuse, ortun, cisoft",
	jsubject = "sensornet_high_latency",
	number =	"ISI-TR-2009-659",
	month =		apr,
	location =	"johnh: pafile",
	keywords = 	"underwater MAC, self-reflection",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	url = "http://www.isi.edu/%7ejohnh/PAPERS/Syed09b.html",
	pdfurl = "http://www.isi.edu/%7ejohnh/PAPERS/Syed09b.pdf",
	abstract = "The principles of sensor networks---low-power,
		wireless, in-situ
		sensing with many inexpensive sensors---are only recently penetrating
into underwater research.  Acoustic communication is best suited for
underwater communication, since other methods (optical and radio)
attenuate very quickly.  Yet acoustic propagation is five
orders-of-magnitude slower than RF, so propagation times stretch to
hundreds of milliseconds.  A new generation of underwater acoustic
modems have added low-power wakeup tones that combat the energy
consumption acoustic modems would waste on idle listening.  Recently,
these tones have been used as an integral part of application layer
and MAC protocols.  While all wireless data-networks suffer from
multipath interference of received data, in this paper, we show that
due to large acoustic propagation delay tone echoes cause a unique
interference, tone \emph{self-multipath}, for tone-based protocols.
To address this interference we introduce \emph{Self-Reflection Tone
Learning} (SRTL), a novel approach where nodes use Bayesian techniques
to discriminate self-reflections from noise and communication from
other nodes.  We present detailed experiments using an acoustic modem
in two physical environments to show that SRTL's knowledge corresponds
to physical-world predictions, that it can cope with reasonable levels
of noise, and that it can track a changing multi-path environment.
Simulations confirm that these real-world experiments generalize over
a wide range of conditions.",
}

%	  title = 	"Contention Analysis of {MAC} Protocols that Count",

The principles of sensor networks—low-power, wireless, in-situ sensing with many inexpensive sensors—are only recently penetrating into underwater research. Acoustic communication is best suited for underwater communication, since other methods (optical and radio) attenuate very quickly. Yet acoustic propagation is five orders-of-magnitude slower than RF, so propagation times stretch to hundreds of milliseconds. A new generation of underwater acoustic modems have added low-power wakeup tones that combat the energy consumption acoustic modems would waste on idle listening. Recently, these tones have been used as an integral part of application layer and MAC protocols. While all wireless data-networks suffer from multipath interference of received data, in this paper, we show that due to large acoustic propagation delay tone echoes cause a unique interference, tone \emphself-multipath, for tone-based protocols. To address this interference we introduce \emphSelf-Reflection Tone Learning (SRTL), a novel approach where nodes use Bayesian techniques to discriminate self-reflections from noise and communication from other nodes. We present detailed experiments using an acoustic modem in two physical environments to show that SRTL's knowledge corresponds to physical-world predictions, that it can cope with reasonable levels of noise, and that it can track a changing multi-path environment. Simulations confirm that these real-world experiments generalize over a wide range of conditions.

@misc{rfc5591,
  author="D. Harrington and W. Hardaker",
  title="{Transport Security Model for the Simple Network Management Protocol (SNMP)}",
  howpublished="RFC 5591 (Internet Standard)",
  series="Internet Request for Comments",
  type="RFC",
  number="5591",
  year=2009,
  month=06,
  issn="2070-1721",
  publisher="RFC Editor",
  institution="RFC Editor",
  organization="RFC Editor",
  address="Fremont, CA, USA",
  url="https://www.rfc-editor.org/rfc/rfc5591.txt",
  key="RFC 5591",
  abstract={This memo describes a Transport Security Model for the Simple Network Management Protocol (SNMP). This memo also defines a portion of the Management Information Base (MIB) for monitoring and managing the Transport Security Model for SNMP. [STANDARDS-TRACK]},
  keywords="Network Management, Simple Network Management Protocol, SNMP, Transport Security Model, Security Model",
  doi="10.17487/RFC5591",
  }
                  

This memo describes a Transport Security Model for the Simple Network Management Protocol (SNMP). This memo also defines a portion of the Management Information Base (MIB) for monitoring and managing the Transport Security Model for SNMP. [STANDARDS-TRACK]

@Misc{Heidemann09b,
	author = 	"John Heidemann",
	title = 	"USC/LANDER Passive and Active Data Collection",
	howpublished = "Lightning talk at CAIDA AIMS Workshop",
	month = 	feb,
	year = 	2009,
	sortdate = 	"2009-02-01",
	project = "ant, lander, lacrend, nocredit",
	jsubject = "network_observation",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Heidemann09b.html",
	pdfurl =	"https://ant.isi.edu/%7ejohnh/PAPERS/Heidemann09b.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	abstract = "No formal abstract, but this 5-minute talk described how
the USC LANDER project is collecting passive data (anonymized packet
headers) and ative data (censuses and surveys of the IPv4 address space).",
}

No formal abstract, but this 5-minute talk described how the USC LANDER project is collecting passive data (anonymized packet headers) and ative data (censuses and surveys of the IPv4 address space).

@techreport{Cai09b,
	author = 	"Xue Cai and John Heidemann",
	title = 	"Understanding Address Usage in the Visible Internet",
	institution = 	"USC/Information Sciences Institute",
	year = 		2009,
	sortdate = 		"2009-02-01",
	project = "ant, madcat, lacrend, lander, nocredit",
	jsubject = "topology_modeling",
	number =	"ISI-TR-2009-656",
	month = 	feb,
	jlocation = 	"johnh: pafile",
	jlocation =	"johnh: pafile",
	keywords =	"internet address scans, block classification",
	copyrightholder = "author",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Cai09b.html",
	pdfurl =	"https://ant.isi.edu/%7ejohnh/PAPERS/Cai09b.pdf",
	myorganization =	"USC/Information Sciences Institute",
	abstract = "
Although the Internet is widely used today, there are few sound
estimates of network demographics.  Decentralized network management
means questions about Internet use cannot be answered by a central
authority, and firewalls and sensitivity to probing means that active
measurements must be done carefully and validated against known data.
Building on frequent ICMP probing of 1\% of the Internet address
space, we develop a clustering algorithm to estimate how Internet
addresses are used.  We show that adjacent addresses often have
similar characteristics and are used for similar purposes (61\% of
addresses we probe are consistent blocks of 64 neighbors or more).  We
then apply this block-level clustering to provide data to explore
several open questions in how networks are managed.  First, the
nearing full allocation of IPv4 addresses makes it increasingly
important to estimate the costs of better management of the IPv4 space
as a component of an IPv6 transition.  We provide about how
effectively network addresses blocks appear to be used, finding that a
significant number of blocks are only lightly used (about one-fifth of
/24 blocks have most addresses in use less than 10\% of the time).
Second, we provide new measurements about dynamically managed address
space, showing nearly 40\% of /24 blocks appear to be dynamically
allocated, and dynamic addressing is most widely used in countries
more recently to the Internet (more than 80\% in China, while less
then 30\% in the U.S.).
",
}

Although the Internet is widely used today, there are few sound estimates of network demographics. Decentralized network management means questions about Internet use cannot be answered by a central authority, and firewalls and sensitivity to probing means that active measurements must be done carefully and validated against known data. Building on frequent ICMP probing of 1% of the Internet address space, we develop a clustering algorithm to estimate how Internet addresses are used. We show that adjacent addresses often have similar characteristics and are used for similar purposes (61% of addresses we probe are consistent blocks of 64 neighbors or more). We then apply this block-level clustering to provide data to explore several open questions in how networks are managed. First, the nearing full allocation of IPv4 addresses makes it increasingly important to estimate the costs of better management of the IPv4 space as a component of an IPv6 transition. We provide about how effectively network addresses blocks appear to be used, finding that a significant number of blocks are only lightly used (about one-fifth of /24 blocks have most addresses in use less than 10% of the time). Second, we provide new measurements about dynamically managed address space, showing nearly 40% of /24 blocks appear to be dynamically allocated, and dynamic addressing is most widely used in countries more recently to the Internet (more than 80% in China, while less then 30% in the U.S.).

@article{Ananthakrishnan2009Unsupervisedadaptationofcategorical,
 author = {Ananthakrishnan, Sankaranarayanan and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 doi = {https://doi.org/10.1109/tasl.2008.2005347},
 journal = {IEEE Transactions on Audio, Speech, and Language Processing},
 link = {http://sail.usc.edu/publications/files/AnanthakrishnanTASLP2009.pdf},
 month = {Jan},
 number = {1},
 pages = {138-149},
 title = {Unsupervised adaptation of categorical prosody models for prosody labeling and speech recognition},
 volume = {17},
 year = {2009}
}

@InProceedings{Heidemann09a,
	author = "John Heidemann and Christos Papadopoulos",
	title = 	"Uses and Challenges for Network Datasets",
	booktitle = 	"Proceedings of the " # " IEEE Cybersecurity Applications and Technologies Conference for Homeland Security (CATCH)",
	year = 		2009,
	sortdate = 		"2009-03-01",
	project = "ant, madcat, lander, lacrend",
	jsubject = "network_observation",
	publisher =	"IEEE",
	address =	"Washington, DC, USA",
	month =		mar,
	pages =		"73--82",
	jlocation =	"johnh: pafile",
	keywords =	"network trace, trace usage, PREDICT",
	doi = "http://dx.doi.org/10.1109/CATCH.2009.29",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Heidemann09a.html",
	pdfurl =	"https://ant.isi.edu/%7ejohnh/PAPERS/Heidemann09a.pdf",
	myorganization =	"USC/Information Sciences Institute",
	abstract = "
Network datasets are necessary for many types of network research.
While there has been significant discussion about specific datasets,
there has been less about the overall state of network data
collection.  The goal of this paper is to explore the research
questions facing the Internet today, the datasets needed to answer
those questions, and the challenges to using those datasets.  We
suggest several practices that have proven important in use of current
data sets, and open challenges to improve use of network data.
",
}


% xxx: 
%	correcttitle = 	"{USC/LANDER} Passive and Active Data Collection",

Network datasets are necessary for many types of network research. While there has been significant discussion about specific datasets, there has been less about the overall state of network data collection. The goal of this paper is to explore the research questions facing the Internet today, the datasets needed to answer those questions, and the challenges to using those datasets. We suggest several practices that have proven important in use of current data sets, and open challenges to improve use of network data.

@TechReport{Bartlett09a,
	author = "Genevieve Bartlett and John Heidemann and Christos Papadopoulos",
	title = "Using Low-Rate Flow Periodicities for Anomaly
                  Detection: Extended",
	institution = 	"USC/Information Sciences Institute",
	year = 		2009,
	sortdate = 		"2009-08-01", 
	number =	"ISI-TR-2009-661",
	month =		aug,
	keywords =	"low-rate periodic detection, wavelet, traffic",
	project = "ant, lander, madcat",
	jsubject = "spectral_network",
	jlocation =	"johnh: pafile",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Bartlett09a.html",
	pdfurl =		"https://ant.isi.edu/%7ejohnh/PAPERS/Bartlett09a.pdf",
	otherurl = "ftp://ftp.isi.edu/isi-pubs/tr-661.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	abstract = "As desktops and servers become more complicated,
                  they employ an increasing amount of automatic,
                  non-user initiated communication.  Such
                  communication can be good (OS updates, RSS feed
                  readers, and mail polling), bad (keyloggers,
                  spyware, and botnet command-and-control), or ugly
                  (adware or unauthorized peer-to-peer applications).
                  Communication in these applications is often
                  periodic but infrequent, perhaps every few minutes
                  to few hours.  This infrequent communication and the
                  complexity of today's systems makes these
                  applications difficult for users to detect and
                  diagnose.  We show that there are several classes of
                  applications that show low-rate periodicity and
                  demonstrate that they are widely deployed on public
                  networks.  In this paper we present a new approach
                  to identify changes in low-rate periodic network
                  traffic.  We employ signal-processing techniques,
                  using discrete wavelets implemented as a fully
                  decomposed, iterated filter bank.  This approach
                  allows us to cover a large range of low-rate
                  periodicities, from seconds to hours, and to
                  identify approximate times when traffic changed.
                  Network administrators and users can use our
                  techniques for network- or self-surveillance.  To
                  measure the effectiveness of our approach, we show
                  that it can detect changes in periodic behavior
                  caused by events such as installation of keyloggers,
                  an interruption in OS update checks, or the P2P
                  application BitTorrent.  We quantify the sensitivity
                  of our approach, showing that we can find periodic
                  traffic when it is at least 5--10\% of overall
                  traffic.",
}

As desktops and servers become more complicated, they employ an increasing amount of automatic, non-user initiated communication. Such communication can be good (OS updates, RSS feed readers, and mail polling), bad (keyloggers, spyware, and botnet command-and-control), or ugly (adware or unauthorized peer-to-peer applications). Communication in these applications is often periodic but infrequent, perhaps every few minutes to few hours. This infrequent communication and the complexity of today's systems makes these applications difficult for users to detect and diagnose. We show that there are several classes of applications that show low-rate periodicity and demonstrate that they are widely deployed on public networks. In this paper we present a new approach to identify changes in low-rate periodic network traffic. We employ signal-processing techniques, using discrete wavelets implemented as a fully decomposed, iterated filter bank. This approach allows us to cover a large range of low-rate periodicities, from seconds to hours, and to identify approximate times when traffic changed. Network administrators and users can use our techniques for network- or self-surveillance. To measure the effectiveness of our approach, we show that it can detect changes in periodic behavior caused by events such as installation of keyloggers, an interruption in OS update checks, or the P2P application BitTorrent. We quantify the sensitivity of our approach, showing that we can find periodic traffic when it is at least 5–10% of overall traffic.

@article{PhysRevD.80.126009,
  title = {Vortex and droplet engineering in a holographic superconductor},
  author = {Albash, Tameem and Johnson, Clifford V.},
  journal = {Phys. Rev. D},
  volume = {80},
  issue = {12},
  pages = {126009},
  numpages = {13},
  year = {2009},
  month = {Dec},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevD.80.126009},
  url = {https://link.aps.org/doi/10.1103/PhysRevD.80.126009}
}

@inproceedings{DBLP:conf/kcap/GilKPRG09,
  author       = {Yolanda Gil and
                  Jihie Kim and
                  Gonzalo Fl{\'{o}}rez Puga and
                  Varun Ratnakar and
                  Pedro A. Gonz{\'{a}}lez{-}Calero},
  editor       = {Yolanda Gil and
                  Natasha Fridman Noy},
  title        = {Workflow matching using semantic metadata},
  booktitle    = {Proceedings of the 5th International Conference on Knowledge Capture
                  {(K-CAP} 2009), September 1-4, 2009, Redondo Beach, California, {USA}},
  pages        = {121--128},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1597735.1597757},
  doi          = {10.1145/1597735.1597757},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kcap/GilKPRG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@InCollection{lerman09:eds,
  author = 	 "Kristina Lerman and Craig A. Knoblock",
  title = 	 "Wrapper Maintenance",
  publisher =	 "Springer",
  address =      "Leipzig, Germany",
  year =	 "2009",
  booktitle =    "Encyclopedia of Database Systems",
  editor =	 "Ling Liu and M. Tamer Ozsu",
   urlPaper= "http://usc-isi-i2.github.io/papers/lerman09-eds.pdf",
      	Keywords = {"Wrapper Learning"}
} 

@inproceedings{tran_high_2008,
	address = {Orlando, Florida},
	title = {A {High} {Performance} {Route}-{Planning} {Technique} for {Dense} {Urban} simulations},
	booktitle = {Interservice/{Industry} {Training}, {Simulation}, and {Education} {Conference} ({I}/{ITSEC})},
	author = {Tran, John J. and Yao, Ke-Thia and Wagenbreth, Gene and Davis, Dan M. and Lucas, Robert F. and Bakeman, David J.},
	year = {2008},
}

@inproceedings{proc_joe:generativemodelchildren:cci08,
 address = {Chania, Greece},
 author = {Tepperman, Joseph and Gerosa, Matteo and Narayanan, Shrikanth S.},
 bib2html_rescat = {care},
 booktitle = {Proceedings of the Workshop on Child, Computer and Interaction},
 link = {http://sail.usc.edu/publications/files/teppermanwocci2008.pdf},
 month = {Oct},
 title = {A generative model for scoring childrens reading comprehension},
 year = {2008}
}

@article{1126-6708-2008-09-121,
  author={Tameem Albash and Clifford V. Johnson},
  	title = {{A holographic superconductor in an external magnetic field}},
	ty = {CONF},
	vo = {2008},
	volume = {2008},
  journal={Journal of High Energy Physics},
  number={09},
  pages={121},
  url={http://stacks.iop.org/1126-6708/2008/i=09/a=121},
  year={2008}
}

@inproceedings{proc_shankar:prosodiclangmodeladapt:icassp08,
 address = {Las Vegas, Nevada},
 author = {Ananthakrishnan, Sankaranarayanan and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2008.4518576},
 link = {http://sail.usc.edu/publications/files/AnanthakrishnanICASSP2008[1].pdf},
 month = {Apr},
 pages = {4181-4184},
 title = {A novel algorithm for unsupervised prosodic language model adaptation},
 year = {2008}
}

@inproceedings{proc_kyu:interclusterdistglricragglomerativecluster:icassp08,
 address = {Las Vegas, Nevada},
 author = {Han, Kyu Jeong and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {https://doi.org/10.1109/icassp.2008.4518624},
 link = {http://sail.usc.edu/publications/files/HanICASSP2008.pdf},
 month = {Apr},
 pages = {4373-4376},
 title = {A novel inter-cluster distance measure combining GLR and ICR for improved agglomerative hierarchical speaker clustering},
 year = {2008}
}

@phdthesis{collins2008protocol,
  title={A protocol graph based anomaly detection system},
  author={Collins, Michael},
  year={2008},
  school={Carnegie Mellon University}
}

@inproceedings{proc_ozlem:attentiontaskdependprominencedetect:icassp08,
 address = {Las Vegas, Nevada},
 author = {Kalinli, Ozlem and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2008.4518526},
 link = {http://sail.usc.edu/publications/files/kalinliicassp2008.pdf},
 month = {Apr},
 pages = {3981-3984},
 title = {A top-down auditory attention model for learning task dependent influences on prominence detection in speech},
 year = {2008}
}

@inproceedings{wroclawski2008two,
  title={A two-constraint approach to risky cybersecurity experiment management},
  author={Wroclawski, John and Mirkovic, Jelena and Faber, Ted and Schwab, Stephen},
  booktitle={Invited paper at the Sarnoff Symposium},
  year={2008}
}

@conference{Venugopalan2008Accelerati,
	author = {Venugopalan, Vivek},
	booktitle = {24th GSA Research Symposium at Virginia Tech},
	date-added = {2021-01-30 10:24:01 -0500},
	date-modified = {2021-01-30 10:24:01 -0500},
	title = {{Accelerating Particle Image Velocimetry Algorithms for Biomedical Applications}},
	year = {2008}}

@article{mirkovic2008accurately,
  title={Accurately measuring denial of service in simulation and testbed experiments},
  author={Mirkovic, Jelena and Hussain, Alefiya and Fahmy, Sonia and Reiher, Peter and Thomas, Roshan K},
  journal={IEEE Transactions on Dependable and Secure Computing},
  volume={6},
  number={2},
  pages={81--95},
  year={2008},
  publisher={IEEE}
}

@TechReport{Cai08b,
	author = 	"Xue Cai and John Heidemann",
	title = 	"Active Probing to Classify Internet Address Blocks
                       (poster abstract)",
	institution = 	"USC/Information Sciences Institute",
	year = 		2008,
	sortdate = 		"2008-08-01", 
	project = "ant, lander, lacrend, madcat",
	jsubject = "topology_modeling",
	number =	"ISI-TR-2008-653",
	month =		aug,
	jlocation =	"johnh: pafile",
	keywords =	"internet address scans, block classification",
	copyrightholder = "author",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Cai08b.html",
	pdfurl =	"https://ant.isi.edu/%7ejohnh/PAPERS/Cai08b.pdf",
	otherurl = "ftp://ftp.isi.edu/isi-pubs/tr-653.pdf",
	myorganization =	"USC/Information Sciences Institute",
	abstract = "
(No abstract for this poster abstract, but briefly the work summarizes
block-level classification of surveys of the Internet address space
using ping-based probing.  It includes a poster that was presented
at ACM SIGCOMM 2008.)
",
}

(No abstract for this poster abstract, but briefly the work summarizes block-level classification of surveys of the Internet address space using ping-based probing. It includes a poster that was presented at ACM SIGCOMM 2008.)

@InProceedings{	  lee2008adaptive,
  Author	= {Kevin Lee and Norman W. Paton and Rizos Sakellariou and
		  Ewa Deelman and Alvaro A. A. Fernandes and Gaurang Mehta},
  URL		= {http://pegasus.isi.edu/publications/2008/lee-pegasus-wage.pdf},
  Title		= {Adaptive Workflow Processing and Execution in Pegasus},
  BookTitle	= {3rd International Workshop on Workflow Management and
		  Applications in Grid Environments (WaGe08)},
  Year		= {2008}
}

@incollection{McMahon2008,
	author= {McMahon, Janice O. and Crago, Stephen P. and D. Yeung},
	title= { Advanaced Microprocessor Architectures},
	booktitle= {High Performance Embedded Computing Hanbook},
	publisher= {CRC Press},
	year= {2008}
}

@inproceedings{proc_kyu:hierarchicalincrementalgmmcluster:interspeech08,
 address = {Brisbane, Australia},
 author = {Han, Kyu Jeong and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/HanInterSpeech2008.pdf},
 month = {Sep},
 pages = {20-23},
 title = {Agglomerative hierarchical speaker clustering using incremental Gaussian mixture cluster modeling},
 year = {2008}
}

@inproceedings{DBLP:conf/aaaifs/BoscheePW08,
  author    = {Elizabeth Boschee and
               Vasin Punyakanok and
               Ralph M. Weischedel},
  title     = {An Exploratory Study Towards "Machines that Learn to Read"},
  booktitle = {Biologically Inspired Cognitive Architectures, Papers from the 2008
               {AAAI} Fall Symposium, Arlington, Virginia, USA, November 7-9, 2008},
  series    = {{AAAI} Technical Report},
  volume    = {{FS-08-04}},
  pages     = {36--41},
  publisher = {{AAAI}},
  year      = {2008},
  url       = {http://www.aaai.org/Library/Symposia/Fall/2008/fs08-04-007.php},
  timestamp = {Wed, 04 Sep 2013 21:28:12 +0200},
  biburl    = {https://dblp.org/rec/conf/aaaifs/BoscheePW08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@conference {abramson2008open64,
	title = {An Open64-based Compiler Approach to Performance Prediction and Performance Sensitivity Analysis for Scientific Codes},
	year = {2008},
	month = apr,
	author = {Abramson, Jeremy and Diniz, Pedro C.z}
}

@inproceedings{proc_chichun:multimodalcuesinterruptiondyadic:interspeech08,
 address = {Brisbane, Australia},
 author = {Lee, Chi-Chun and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/leechi-chuninterspeech2008.pdf},
 month = {Sep},
 pages = {1678-1681},
 title = {An analysis of multimodal cues of interruption in dyadic spoken interactions},
 year = {2008}
}

@inproceedings{proc_erik:vocaltractsibilantfricatives:interspeech08,
 address = {Brisbane, Australia},
 author = {Bresch, Erik and Riggs, Daylen and Goldstein, Louis and Byrd, Dani and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 booktitle = {Proceedings of InterSpeech},
 doi = {},
 link = {http://sail.usc.edu/publications/files/BreschInterSpeech2008.pdf},
 month = {Sep},
 pages = {2823-2826},
 title = {An analysis of vocal tract shaping in English sibilant fricatives using real-time magnetic resonance imaging},
 year = {2008}
}

@article{goldberg08:ijhg,
	Author = "Daniel W. Goldberg and John P. Wilson and Craig A. Knoblock and Beate Ritz and Myles G Cockburn",
	Title = "An effective and efficient approach for manually improving geocoded data",
	Journal = "International Journal of Health Geographics",
	year = 2008, 
	volume = 7,
	number = 60, 
	urlLink= "http://www.ij-healthgeographics.com/content/7/1/60",
	urlPaper= "http://usc-isi-i2.github.io/papers/goldberg08-ijhg.pdf",
      	Keywords = {"Geocoding"}}
	

@inproceedings{proc_matt:uncertaintychildrenmachine:cci08,
 address = {Chania, Greece},
 author = {Black, Matthew P. and Chang, Jeannette and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the Workshop on Child, Computer and Interaction},
 doi = {},
 link = {http://sail.usc.edu/publications/files/BlackWOCCI2008.pdf},
 month = {Oct},
 title = {An empirical analysis of user uncertainty in problem-solving child-machine interactions},
 year = {2008}
}

@inproceedings{proc_abe:fuzzylogicemotionrelatedvocab:interspeech08,
 address = {Brisbane, Australia},
 author = {Kazemzadeh, Abe and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/kazemzadehinterspeech2008.pdf},
 month = {Sep},
 pages = {2747-2750},
 title = {An interval type-2 fuzzy logic system to translate between emotion-related vocabularies},
 year = {2008}
}

@inproceedings{DBLP:conf/wosn/LermanG08,
  author       = {Kristina Lerman and
                  Aram Galstyan},
  editor       = {Christos Faloutsos and
                  Thomas Karagiannis and
                  Pablo Rodriguez},
  title        = {Analysis of social voting patterns on digg},
  booktitle    = {Proceedings of the first Workshop on Online Social Networks, {WOSN}
                  2008, Seattle, WA, USA, August 17-22, 2008},
  pages        = {7--12},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1397735.1397738},
  doi          = {10.1145/1397735.1397738},
  timestamp    = {Wed, 12 Jan 2022 13:48:25 +0100},
  biburl       = {https://dblp.org/rec/conf/wosn/LermanG08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{collins2008anomaly,
  title={Anomaly detection amidst constant anomalies: Training IDS on constantly attacked data},
  author={Collins, MP and Reiter, MK},
  journal={Technical Report CMU-CYLAB-08--006},
  year={2008}
}

@InProceedings{ambite2008:hiccs41-egov,
  author = 	 {Jos\'{e} Luis Ambite},
  title = 	 {Argos: Automatic Generation of Data Processing Workflows in e-Government},
  booktitle =    {Invited Presentation at The Global E-Government Research and Practice Symposium},
  month = {January},
  year = 	 {2008},
  address = 	 {Waikoloa, Hawaii, USA}
}

@inproceedings{proc_shiva:latentperceptualindexing:icassp08,
 address = {Las Vegas, Nevada},
 author = {Sundaram, Shiva and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {https://doi.org/10.1109/icassp.2008.4517543},
 link = {http://sail.usc.edu/publications/files/SundaramICASSP2008.pdf},
 month = {Apr},
 pages = {49-52},
 title = {Audio retrieval by latent perceptual indexing},
 year = {2008}
}

@inproceedings{proc_angeliki:emotionrecogfacevoice:ism08,
 address = {Berkeley, CA},
 author = {Metallinou, Angeliki and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of the IEEE International Symposium on Multimedia (ISM)},
 doi = {10.1109/ISM.2008.40},
 link = {http://sail.usc.edu/publications/files/MetallinouISM2008.pdf},
 month = {Dec},
 pages = {250-257},
 title = {Audio-visual emotion recognition using Gaussian mixture models for face and voice},
 year = {2008}
}

@InProceedings{chiang08:acmgis,
  	Author = {Yao-Yi Chiang and Craig A. Knoblock},
 	 Title = {Automatic Extraction of Road Intersection Position, Connectivity, and Orientation from Raster Maps},
 	 BookTitle = {16th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS 2008)},
 	 Year = {2008},
 	 urlPresentation= "http://usc-isi-i2.github.io/slides/chiang08-acmgis-slides.pdf",
	urlPaper= "http://usc-isi-i2.github.io/papers/chiang08-acmgis.pdf",
       	Keywords = {"Map Extraction"}
	}

@article{chiang08:geoinformatica,
  Author = "Yao-Yi Chiang and Craig A. Knoblock and Cyrus Shahabi and Ching-Chien Chen",
  title = "Automatic and Accurate Extraction of Road Intersections from Raster Maps",
  Journal = "Geoinformatica",
  volume =  "13",
  number =  "2",
  Year =    "2008",
  Pages =   "121-157",
  urlLink= "http://dx.doi.org/10.1007/s10707-008-0046-3",
  urlPaper= "http://usc-isi-i2.github.io/papers/chiang08-geoinformatica.pdf",
      	Keywords = {"Map Extraction"}}

@inproceedings{proc_shankar:classificationquestionturnslexicalprosodic:icassp08,
 address = {Las Vegas, Nevada},
 author = {Ananthakrishnan, Sankaranarayanan and Ghosh, Prasanta Kumar and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2008.4518782},
 link = {http://sail.usc.edu/publications/files/ananthakrishnanicassp2008[2].pdf},
 month = {Apr},
 pages = {5005-5008},
 title = {Automatic classification of question turns in spontaneous speech using lexical and prosodic evidence},
 year = {2008}
}

@article{Ananthakrishnan2008Automaticprosodiceventdetection,
 author = {Ananthakrishnan, Sankaranarayanan and Narayanan, Shrikanth S.},
 doi = {10.1109/TASL.2007.907570},
 journal = {IEEE Transactions on Audio, Speech, and Language Processing},
 keyword = {accent, prominence, prosodic phrase boundary, prosody recognition, prosody–syntax interface, spoken language processing, stress},
 link = {http://sail.usc.edu/publications/files/ananthakrishnantaslp2008.pdf},
 month = {Jan},
 number = {1},
 pages = {216-228},
 title = {Automatic prosodic event detection using acoustic, lexical, and syntactic evidence},
 volume = {16},
 year = {2008}
}

@article{chen08:geoinformatica,
  Author = "Ching-Chien Chen and Craig A. Knoblock and Cyrus Shahabi",
  title = "Automatically and Accurately Conflating Raster Maps with Orthoimagery",
  Journal = "Geoinformatica",
  volume =  "12",
  number =  "3",
  Year =    "2008",
  Pages =   "377--410",
  urlLink= "http://dx.doi.org/10.1007/s10707-007-0033-0",
  urlPaper= "http://usc-isi-i2.github.io/papers/chen08-geoinformatica.pdf",
  Keywords = {"Map Conflation","Geospatial Integration"}}

@inproceedings{DBLP:conf/aaai/GilR08,
  author       = {Yolanda Gil and
                  Varun Ratnakar},
  editor       = {Dieter Fox and
                  Carla P. Gomes},
  title        = {Automating To-Do Lists for Users: Interpretation of To-Dos for Selecting
                  and Tasking Agents},
  booktitle    = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
                  {AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
  pages        = {765--771},
  publisher    = {{AAAI} Press},
  year         = {2008},
  url          = {http://www.aaai.org/Library/AAAI/2008/aaai08-122.php},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/GilR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@INPROCEEDINGS{4724891,
author={French, M. and Anderson, E. and Dong-In Kang},
booktitle={Field-Programmable Custom Computing Machines, 2008. FCCM '08. 16th International Symposium on}, title={Autonomous System on a Chip Adaptation through Partial Runtime Reconfiguration},
year={2008},
month={april},
volume={},
number={},
pages={77 -86},
keywords={Bayesian network cognitive algorithm;FPGA;Xilinx Virtex4 FX 100 device;autonomous signal processing system;chip adaptation;embedded processor;high performance digital signal processing;higher level data products;mitigation filters;partial runtime reconfiguration;situational awareness;belief networks;digital signal processing chips;embedded systems;field programmable gate arrays;},
doi={10.1109/FCCM.2008.55},
ISSN={},}

@inproceedings{proc_joe:nonnativeintonationscores:interspeech08,
 address = {Brisbane, Australia},
 author = {Tepperman, Joseph and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/teppermannarayanan_interspeech2008.pdf},
 month = {Sep},
 pages = {1813-1816},
 title = {Better nonnative intonation scores through prosodic theory},
 year = {2008}
}

@article{knoblock08:aimag,
   Author ="Craig A. Knoblock and Jos\'{e} Luis Ambite and Mark J. Carman and  Matthew Michelson and Pedro Szekely and Rattapoom Tuchinda", 
   Title = "Beyond the Elves: Making Intelligent Agents Intelligent", 
   journal = "AI Magazine", 
   volume = "29",
   number = "2", 
   pages  = "33--42", 
   year = "2008",
   urlPaper= "http://usc-isi-i2.github.io/papers/knoblock08-aimag.pdf",
   Keywords = {"Information Agents"}}

@inproceedings{tuchinda08:iui,
    author = "Rattapoom Tuchinda and Pedro Szekely and Craig A. Knoblock",
    title = "Building Mashups by Example",
    booktitle = "{Proceedings of the 2008 International Conference on Intelligent User Interface}",
    month = "January",
    year = "2008",
    urlPresentation= "http://usc-isi-i2.github.io/slides/tuchinda08-iui-slides.pdf",
    urlPaper= "http://usc-isi-i2.github.io/papers/tuchinda08-iui.pdf",
    Keywords = {"Mashup Construction"}}

@inproceedings{mirkovic2008building,
  title={Building accountability into the future Internet},
  author={Mirkovic, Jelena and Reiher, Peter},
  booktitle={4th Workshop on Secure Network Protocols, 2008. NPSec 2008. },
  pages={45--51},
  year={2008},
  organization={IEEE}
}

@InProceedings{Heidemann08c,
	author = "John Heidemann and Yuri Pradkin and Ramesh
 Govindan and Christos Papadopoulos and 
 Genevieve Bartlett and Joseph Bannister",
	title = "Census and Survey of the Visible Internet",
	booktitle = 	"Proceedings of the " # "ACM Internet Measurement Conference",
	year = 		2008,
	sortdate = 		"2008-10-01", 
	project = "ant, lander, madcat, lacrend, mrnet",
	jsubject = "topology_modeling",
	publisher =	"ACM",
	address =	"Vouliagmeni, Greece",
	month =		oct,
	pages =		"169--182",
	jlocation =	"johnh: pafile",
	keywords =	"lander, final report, network monitoring",
	keywords =	"census, survey, internet address space",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Heidemann08c.html",
	pdfurl =	"https://ant.isi.edu/%7ejohnh/PAPERS/Heidemann08c.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	abstract = "
Prior measurement studies of the Internet have explored traffic and
topology, but have largely ignored edge hosts.  While the number of
Internet hosts is very large, and many are hidden behind firewalls or
in private address space, there is much to be learned from examining
the population of \emph{visible} hosts, those with public unicast
addresses that respond to messages.  In this paper we introduce two
new approaches to explore the visible Internet.  Applying statistical
population sampling, we use \emph{censuses} to walk the entire
Internet address space, and \emph{surveys} to probe frequently a
fraction of that space.  We then use these tools to evaluate address
usage, where we find that only 3.6\% of allocated addresses are
actually occupied by visible hosts, and that occupancy is unevenly
distributed, with a quarter of responsive /24 address blocks (subnets)
less than 5\% full, and only 9\% of blocks more than half full.  We
show about 34%7emillion addresses are very stable and visible to our
probes (about 16\% of responsive addresses), and we project from this
up to 60%7emillion stable Internet-accessible computers.  The remainder
of allocated addresses are used intermittently, with a median
occupancy of 81 minutes.  Finally, we show that many firewalls are
visible, measuring significant diversity in the distribution of
firewalled block size.  To our knowledge, we are the first to take a
census of edge hosts in the visible Internet since 1982, to evaluate
the accuracy of active probing for address census and survey, and to
quantify these aspects of the Internet.
",
}

Prior measurement studies of the Internet have explored traffic and topology, but have largely ignored edge hosts. While the number of Internet hosts is very large, and many are hidden behind firewalls or in private address space, there is much to be learned from examining the population of \emphvisible hosts, those with public unicast addresses that respond to messages. In this paper we introduce two new approaches to explore the visible Internet. Applying statistical population sampling, we use \emphcensuses to walk the entire Internet address space, and \emphsurveys to probe frequently a fraction of that space. We then use these tools to evaluate address usage, where we find that only 3.6% of allocated addresses are actually occupied by visible hosts, and that occupancy is unevenly distributed, with a quarter of responsive /24 address blocks (subnets) less than 5% full, and only 9% of blocks more than half full. We show about 34%7emillion addresses are very stable and visible to our probes (about 16% of responsive addresses), and we project from this up to 60%7emillion stable Internet-accessible computers. The remainder of allocated addresses are used intermittently, with a median occupancy of 81 minutes. Finally, we show that many firewalls are visible, measuring significant diversity in the distribution of firewalled block size. To our knowledge, we are the first to take a census of edge hosts in the visible Internet since 1982, to evaluate the accuracy of active probing for address census and survey, and to quantify these aspects of the Internet.

@TechReport{Heidemann08a_200802,
	author = 	"John Heidemann and Yuri Pradkin and Ramesh
                         Govindan and Christos Papadopoulos and 
                         Genevieve Bartlett and Joseph Bannister",
	title = 	"Census and Survey of the Visible Internet (extended)",
	institution = 	"USC/Information Sciences Institute",
	year = 		2008,
	sortdate = 		"2008-02-01",
	project = "ant, lander, madcat",
	jsubject = "omitted",
	number =	"ISI-TR-2008-649",
	month =		feb,
	location =	"johnh: pafile",
	keywords =	"census, survey, internet address space",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/Heidemann08a_200802.html",
	pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Heidemann08a_200802.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	abstract = "
Prior measurement studies of the Internet have explored traffic and
topology, but have largely ignored edge hosts.  While the number of
Internet hosts is very large, and many are hidden behind firewalls or
in private address space, there is much to be learned from examining
the population of \emph{visible} hosts, those with public unicast
addresses that respond to messages.  In this paper we introduce two
new approaches to explore the visible Internet.  Applying statistical
population sampling, we use \emph{censuses} to walk the entire
Internet address space, and \emph{surveys} to probe frequently a
fraction of that space.  We then use these tools to evaluate address
usage, where we find that only 3.6\% of allocated addresses are
actually occupied by visible hosts, and that occupancy is unevenly
distributed, with a quarter of responsive /24 address blocks (subnets)
less than 5\% full, and only 9\% of blocks more than half full.  We
also show that only about 34%7emillion (about 16\% of responsive
addresses) are very stable, while the rest are used intermittently,
with a median occupancy of 81 minutes.  Finally, we show that many
firewalls are visible, measuring significant diversity in the
distribution of firewalled block size.  To our knowledge, we are the
first to take a census of edge hosts in the visible Internet since
1982, to evaluate the accuracy of active probing for address census
and survey, and to quantify these aspects of the Internet.
",
}

Prior measurement studies of the Internet have explored traffic and topology, but have largely ignored edge hosts. While the number of Internet hosts is very large, and many are hidden behind firewalls or in private address space, there is much to be learned from examining the population of \emphvisible hosts, those with public unicast addresses that respond to messages. In this paper we introduce two new approaches to explore the visible Internet. Applying statistical population sampling, we use \emphcensuses to walk the entire Internet address space, and \emphsurveys to probe frequently a fraction of that space. We then use these tools to evaluate address usage, where we find that only 3.6% of allocated addresses are actually occupied by visible hosts, and that occupancy is unevenly distributed, with a quarter of responsive /24 address blocks (subnets) less than 5% full, and only 9% of blocks more than half full. We also show that only about 34%7emillion (about 16% of responsive addresses) are very stable, while the rest are used intermittently, with a median occupancy of 81 minutes. Finally, we show that many firewalls are visible, measuring significant diversity in the distribution of firewalled block size. To our knowledge, we are the first to take a census of edge hosts in the visible Internet since 1982, to evaluate the accuracy of active probing for address census and survey, and to quantify these aspects of the Internet.

@InProceedings{Heidemann2008,
author={Heidemann, John
and Govindan, Ramesh
and Papadopoulos, Christos
and Bartlett, Genevieve
and Bannister, Joseph},
title={Census and survey of the visible Internet},
booktitle={Proceedings of the 8th ACM SIGCOMM conference on Internet measurement},
year={2008},
pages={169-182}
}

@article{Unal2008Challenginguncertaintyinquery,
 author = {Unal, Erdem and Chew, Elaine and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 doi = {10.1109/TASL.2007.912373},
 journal = {IEEE Transactions on Audio, Speech, and Language Processing},
 link = {http://sail.usc.edu/publications/files/unaltaslp2008.pdf},
 month = {Feb},
 number = {2},
 pages = {359-371},
 title = {Challenging uncertainty in query by humming systems: A fingerprinting approach},
 volume = {16},
 year = {2008}
}

@InProceedings{	  bharathi2008characterization,
  Author	= {Shishir Bharathi and Ann Chervenak and Ewa Deelman and
		  Gaurang Mehta and Mei-Hui Su and Karan Vahi},
  URL		= {http://pegasus.isi.edu/publications/2008/bharathi-works08.pdf},
  Title		= {Characterization of Scientific Workflows},
  BookTitle	= {3rd Workshop on Workflows in Support of Large-Scale
		  Science (WORKS08)},
  Year		= {2008}
}

@inproceedings{proc_shiva:onomatiopoeiasemanticlabels:icme08,
 address = {Hannover, Germany},
 author = {Sundaram, Shiva and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the IEEE International Conference on Multimedia and Expo (ICME)},
 doi = {10.1109/ICME.2008.4607691},
 keyword = {audio classification, audio representation, indexing, latent document analysis, onomatopoeia, semantic audio},
 link = {http://sail.usc.edu/publications/files/sundaram_icme_2008.pdf},
 month = {Jun},
 pages = {1341-1344},
 title = {Classification of sound clips by two schemes: using onomatopoeia and semantic labels},
 year = {2008}
}

@inproceedings{mehta2008combining,
  title={Combining speak-up with DefCOM for improved DDoS defense},
  author={Mehta, Mohit and Thapar, Kanika and Oikonomou, George and Mirkovic, Jelena},
  booktitle={2008 IEEE International Conference on Communications},
  pages={1708--1714},
  year={2008},
  organization={IEEE}
}

@inproceedings{proc_ozlem:taskdependentinfoprominence:interspeech08,
 address = {Brisbane, Australia},
 author = {Kalinli, Ozlem and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 doi = {10.1109/TASL.2009.2014795},
 link = {http://sail.usc.edu/publications/files/kalinliinterspeech2008.pdf},
 month = {Sep},
 pages = {1064-1067},
 title = {Combining task-dependent information with auditory attention cues for prominence detection in speech},
 year = {2008}
}

@inproceedings{DBLP:conf/kdd/GhoshL08,
  author       = {Rumi Ghosh and
                  Kristina Lerman},
  editor       = {C. Lee Giles and
                  Marc Smith and
                  John Yen and
                  Haizheng Zhang},
  title        = {Community Detection Using a Measure of Global Influence},
  booktitle    = {Advances in Social Network Mining and Analysis, Second International
                  Workshop, {SNAKDD} 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {5498},
  pages        = {20--35},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-642-14929-0\_2},
  doi          = {10.1007/978-3-642-14929-0\_2},
  timestamp    = {Sun, 25 Oct 2020 22:35:28 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/GhoshL08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@ARTICLE{Crespi08,
  author =       "V. Crespi and Aram Galstyan and Kristina Lerman",
  title =        "Comparative Analysis of Top-down and Bottom-up Methodologies for Multi-Agent Systems",
  year =         "2008",
  JOURNAL =    "Autonomous Robots",
  volume =       {24},
  number =       {3},
  series =       {},
  pages =        {303--313},
  urlPaper =      {http://www.isi.edu/~lerman/papers/methodRevisedFinal.pdf},
  month =        {April},
  keywords =    {multi-agent-systems},
}

@inproceedings{galstyan2008comparing,
  title={Comparing Diffusion Models for Graph--Based Semi--Supervised Learning},
  author={Galstyan, Aram and Cohen, Paul R},
  booktitle={6th International Workshop on Mining and Learning with Graphs},
  year={2008}
}

@Article{Syed08b,
	author = "Affan A. Syed and Wei Ye and John Heidemann",
	title = 	"Comparison and Evaluation of the T-Lohi MAC for Underwater Acoustic Sensor Networks",
	journal = 	"IEEE Journal of Selected Areas in Communication",
	year = 		2008,
	sortdate = "2008-12-01",
	project = "ilense, snuse, ortun, cisoft",
	jsubject = "sensornet_high_latency",
	volume =	26,
	number =	12,
	month =		dec,
	pages =		"1731--1743",
	location =	"johnh: pafile",
	keywords =	"Lohi, underwater MAC, acoustic networks",
	supporting = "The simulator used in this paper is available at
                         \url{http://www.isi.edu/ilense/software/}.",
	doi =		"10.1109/JSAC.2008.081212",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "IEEE",
	copyrightterms = "	Personal use of this material is permitted.  However, 	permission to reprint/republish this material for advertising 	or promotional purposes or for creating new collective works         for resale or redistribution to servers or lists, 	or to reuse any copyrighted component of this work in other works 	must be obtained from the IEEE. ",
	url = "http://www.isi.edu/%7ejohnh/PAPERS/Syed08b.html",
	pdfurl = "http://www.isi.edu/%7ejohnh/PAPERS/Syed08b.pdf",
	abstract = "
This paper introduces T-Lohi, a new class of distributed and
energy-efficient media-access protocols (MAC) for underwater acoustic
sensor networks (UWSN).  MAC design for UWSN faces significant
challenges. For example, acoustic communication suffers from latencies
five orders-of-magnitude larger than radio communication, so a naive
CSMA MAC would require very long listen time resulting in low
throughput and poor energy efficiency.  In this paper, we first
identify unique characteristics in underwater networking that may
affect all MACs, such as space-time uncertainty and deafness
conditions.  We then develop T-Lohi employing a novel tone-based
contention resolution mechanism that exploits space-time uncertainty
and high latency to detect collisions and \emph{count contenders},
achieving good throughput across all offered loads.  T-Lohi exploits a
low-power wake-up receiver to significantly reduce energy consumption.
We evaluate design choices and protocol performance through extensive
simulation.  Finally, we compare T-Lohi against a few canonical MAC
protocols.  The results show that the energy cost of packet
transmission is within~3--9\% of optimal, and that Lohi achieves good
channel utilization, within~30\% utilization of the theoretical
maximum.  We also show that Lohi is stable and fair under both low and
very high offered loads.  Finally, we compare Lohi with other
alternatives, including TDMA, CSMA, and ALOHA.  Except for TDMA under
heavy load, Lohi provides the best utilization in all cases, and it is
always the most energy efficient.
",
}

This paper introduces T-Lohi, a new class of distributed and energy-efficient media-access protocols (MAC) for underwater acoustic sensor networks (UWSN). MAC design for UWSN faces significant challenges. For example, acoustic communication suffers from latencies five orders-of-magnitude larger than radio communication, so a naive CSMA MAC would require very long listen time resulting in low throughput and poor energy efficiency. In this paper, we first identify unique characteristics in underwater networking that may affect all MACs, such as space-time uncertainty and deafness conditions. We then develop T-Lohi employing a novel tone-based contention resolution mechanism that exploits space-time uncertainty and high latency to detect collisions and \emphcount contenders, achieving good throughput across all offered loads. T-Lohi exploits a low-power wake-up receiver to significantly reduce energy consumption. We evaluate design choices and protocol performance through extensive simulation. Finally, we compare T-Lohi against a few canonical MAC protocols. The results show that the energy cost of packet transmission is within 3–9% of optimal, and that Lohi achieves good channel utilization, within 30% utilization of the theoretical maximum. We also show that Lohi is stable and fair under both low and very high offered loads. Finally, we compare Lohi with other alternatives, including TDMA, CSMA, and ALOHA. Except for TDMA under heavy load, Lohi provides the best utilization in all cases, and it is always the most energy efficient.

@InCollection{chen08:eofgis,
  author = 	 "Ching-Chien Chen and Craig A. Knoblock",
  title = 	 "Conflation of Geospatial Data",
  publisher =	 "Springer",
  address =      "Leipzig, Germany",
  year =	 "2008",
  booktitle =    "Encyclopedia of Geopatial Information Science",
  editor =	 "Shashi Shekhar and Hui Xiong",
  pages =        "133-140",
  urlPaper= "http://dx.doi.org/10.1007/978-0-387-35973-1_182",
  Keywords = {"Vector Conflation","Map Conflation","Geospatial Integration"}
} 
  

@inproceedings{wei2008correcting,
  title={Correcting congestion-based error in network telescope's observations of worm dynamics},
  author={Wei, Songjie and Mirkovic, Jelena},
  booktitle={Proceedings of the 8th ACM SIGCOMM conference on Internet measurement},
  pages={125--130},
  year={2008},
  organization={ACM}
}

@article{phoebus08:jair,
 author = "Matthew Michelson and Craig A. Knoblock",
 title = "Creating Relational Data from Unstructured and Ungrammatical Data Sources",

 journal = "Journal of Artificial Intelligence Research (JAIR)",
 year = "2008",
 volume = "31",
 pages = "543--590",
 urlLink= "http://jair.org/papers/paper2409.html",
 urlPaper= "http://usc-isi-i2.github.io/papers/michelson08-jair.pdf",
 Keywords = {"Information Extraction"}
}

@inproceedings{maheswaran2008criticality,
  title={Criticality Metrics for Distributed Plan and Schedule Management.},
  author={Maheswaran, Rajiv T and Szekely, Pedro A},
  booktitle={ICAPS},
  pages={214--221},
  year={2008}
}

@InProceedings{	  deelman2008challenges,
  Author	= {Ewa Deelman and Ann Chervenak},
  URL		= {http://pegasus.isi.edu/publications/2008/wses2008.pdf},
  Title		= {Data Management Challenges of Data-Intensive Scientific
		  Workflows},
  BookTitle	= {3rd International Workshop on Workflow Systems in
		  e-Science (WSES 08), in conjunction with CCGrid 2008},
  Year		= {2008}
}

@article{Williams2008a,
	abstract = {The international climate community is expected to generate hundreds of petabytes of simulation data within the next five to seven years. This data must be accessed and analyzed by thousands of analysts worldwide in order to provide accurate and timely estimates of the likely impact of climate change on physical, biological, and human systems. Climate change is thus not only a scientific challenge of the first order but also a major technological challenge. In order to address this technological challenge, the Earth System Grid Center for Enabling Technologies (ESG-CET) has been established within the U.S. Department of Energy's Scientific Discovery through Advanced Computing (SciDAC)-2 program, with support from the offices of Advanced Scientific Computing Research and Biological and Environmental Research. ESG-CET's mission is to provide climate researchers worldwide with access to the data, information, models, analysis tools, and computational capabilities required to make sense of enormous climate simulation datasets. Its specific goals are to (1) make data more useful to climate researchers by developing Grid technology that enhances data usability; (2) meet specific distributed database, data access, and data movement needs of national and international climate projects; (3) provide a universal and secure web-based data access portal for broad multi-model data collections; and (4) provide a wide-range of Grid-enabled climate data analysis tools and diagnostic methods to international climate centers and U.S. government agencies. Building on the successes of the previous Earth System Grid (ESG) project, which has enabled thousands of researchers to access tens of terabytes of data from a small number of ESG sites, ESG-CET is working to integrate a far larger number of distributed data providers, high-bandwidth wide-area networks, and remote computers in a highly collaborative problem-solving environment.},
	author = {Williams, D N and Ananthakrishnan, R and Bernholdt, D E and Bharathi, S and Brown, D and Chen, M and Chervenak, A L and Cinquini, L and Drach, R and Foster, I T and Fox, P and Hankin, S and Henson, V E and Jones, P and Middleton, D E and Schwidder, J and Schweitzer, R and Schuler, R and Shoshani, A and Siebenlist, F and Sim, A and Strand, W G and Wilhelmi, N and Su, M},
	date-added = {2018-09-12 16:06:55 -0700},
	date-modified = {2020-01-21 15:51:59 -0800},
	journal = {Journal of Physics: Conference Series},
	number = {1},
	pages = {012072},
	title = {Data Management and Analysis for the {{Earth System Grid}}},
	volume = {125},
	year = {2008}}

The international climate community is expected to generate hundreds of petabytes of simulation data within the next five to seven years. This data must be accessed and analyzed by thousands of analysts worldwide in order to provide accurate and timely estimates of the likely impact of climate change on physical, biological, and human systems. Climate change is thus not only a scientific challenge of the first order but also a major technological challenge. In order to address this technological challenge, the Earth System Grid Center for Enabling Technologies (ESG-CET) has been established within the U.S. Department of Energy's Scientific Discovery through Advanced Computing (SciDAC)-2 program, with support from the offices of Advanced Scientific Computing Research and Biological and Environmental Research. ESG-CET's mission is to provide climate researchers worldwide with access to the data, information, models, analysis tools, and computational capabilities required to make sense of enormous climate simulation datasets. Its specific goals are to (1) make data more useful to climate researchers by developing Grid technology that enhances data usability; (2) meet specific distributed database, data access, and data movement needs of national and international climate projects; (3) provide a universal and secure web-based data access portal for broad multi-model data collections; and (4) provide a wide-range of Grid-enabled climate data analysis tools and diagnostic methods to international climate centers and U.S. government agencies. Building on the successes of the previous Earth System Grid (ESG) project, which has enabled thousands of researchers to access tens of terabytes of data from a small number of ESG sites, ESG-CET is working to integrate a far larger number of distributed data providers, high-bandwidth wide-area networks, and remote computers in a highly collaborative problem-solving environment.

@inproceedings{proc_shankar:datadrivenacousticprosodic:sp08,
 address = {Campinas, Brazil},
 author = {Ananthakrishnan, Sankaranarayanan and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the Speech Prosody Conference},
 link = {http://sail.usc.edu/publications/files/ananthakrishnansp2008.pdf},
 month = {May},
 pages = {161-164},
 title = {Data-driven unsupervised adaptation of acoustic-prosodic models},
 year = {2008}
}

@InProceedings{Syed08c,
	author = "Affan A. Syed and Muhammad Omar Khan and John Heidemann and Jack Wills and Wei Ye",
	title = 	"Demo Abstract: A Sensornet-inspired Underwater Acoustic Modem for Wake-up and Data",
	booktitle = 	" ACM International Workshop on UnderWater Networks ({WUWNet}) ",
	year = 		2008,
	sortdate = "2008-09-01",
	project = "ilense, snuse, cisoft",
	jsubject = "sensornet_high_latency",
	publisher =	"ACM",
	address =	"San Francisco, CA, USA",
	month =		sep,
	xpages =		"(not in proceedings)",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	notes = "Second place demo award",
	location =	"johnh: pafile (not yet on file)",
	keywords =	"snuse modem, demo abstract",
	url = "http://www.isi.edu/%7ejohnh/PAPERS/Syed08c.html",
	pdfurl = "http://www.isi.edu/%7ejohnh/PAPERS/Syed08c.pdf",
	abstract = "(This two-page abstract describes
the demonstration of the SNUSE modem done at ACM WUWNet 2008,
including underwater data transfer, symbol-level synchronization,
and tone-activated wakeup.)",
}

(This two-page abstract describes the demonstration of the SNUSE modem done at ACM WUWNet 2008, including underwater data transfer, symbol-level synchronization, and tone-activated wakeup.)

@InProceedings{Khan08a,
	author = "Muhammad Omar Khan and Affan A. Syed and John
 Heidemann and Wei Ye and Jack Wills",
	title = "Demo Abstract: Bringing Sensor Networks
                         Underwater with Low-Power Acoustic Communications",
	booktitle = 	"Proceedings of the " # "Sixth" # " ACM {SenSys} Conference ",
	year = 		2008,
	sortdate = "2008-11-01",
	project = "ilense, snuse, cisoft",
	jsubject = "sensornet_high_latency",
	publisher =	"ACM",
	address =	"Raleigh, North Carolina, USA",
	month =		nov,
	pages =		"379--380",
	location =	"johnh: pafile",
	keywords =	"snuse modem, underwater modem",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/Khan08a.html",
	pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Khan08a.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "ACM",
	copyrightterms = "Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. To copy otherwise, to republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. ",
	abstract = "
(No formal abstract, but this demonstration abstract describes our
demonstration of the SNUSE Underwater Acoustic modem.  We demonstrate
both overall operation and to highlight the unique features of our
modem.  We show end-to-end data transmission (PC-to-PC, through motes
operating as NICs, modems, and hydrophones in water).  We show the
energy conservation of wake-up tone triggered activation.  Finally, we
show how our our bit-synchronization algorithm handles clock drift and
Doppler shifts during packet transmission by re-synchronize after
repeated partial errors.)
",
}

(No formal abstract, but this demonstration abstract describes our demonstration of the SNUSE Underwater Acoustic modem. We demonstrate both overall operation and to highlight the unique features of our modem. We show end-to-end data transmission (PC-to-PC, through motes operating as NICs, modems, and hydrophones in water). We show the energy conservation of wake-up tone triggered activation. Finally, we show how our our bit-synchronization algorithm handles clock drift and Doppler shifts during packet transmission by re-synchronize after repeated partial errors.)

@Article{Li08a,
	author = 	"Yuan Li and Wei Ye and John Heidemann and Rohit Kulkarni",
	title = 	"Design and Evaluation of Network Reconfiguration Protocols for Mostly-Off Sensor Networks",
	journal = 	"Ad Hoc Networks Journal",
	year = 		2008,
	sortdate = "2008-11-01",
	project = "ilense, snuse, cisoft",
	jsubject = "sensornet_subtransport",
	volume =	"6",
	number =	"8",
	month =		nov,
	pages =		"1301--1315",
	location =	"johnh: pafile",
	keywords =	"fabapp, fastbootmac, scp-mac",
	doi = "doi:10.1016/j.adhoc.2007.11.009",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/Li08a.html",
	pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Li08a.pdf",
	copyrightholder = "Elsevier Science Publishing Co., Inc.",
	copyrightterms = 	"Single photocopies of single articles 	may be made for personal use as allowed by national copyright 	laws. Permission of the Publisher and payment of a fee is required for 	all other photocopying, including multiple or systematic copying, 	copying for advertising or promotional purposes, resale, and all forms 	of document delivery. Special rates are available for educational 	institutions that wish to make photocopies for non-profit educational 	classroom use. Permissions may be sought directly from:  Elsevier 	Global Rights Department / P.O. Box 800 / Oxford OX5 1DX, UK / 	phone: (+44) 1865 843830 / 	fax: (+44) 1865 853333 / 	e-mail: [email protected] ",
	abstract = "
A new class of sensor network applications is \emph{mostly off}.
Exemplified by Intel's FabApp, in these applications the network
alternates between being off for hours or weeks, then activating to
collect data for a few minutes.  While configuration of traditional
sensornet applications is occasional and so need not be optimized,
these applications may spend half their active time in reconfiguration
every time when they wake up.  Therefore, new approaches are required
to efficiently ``resume'' a sensor network that has been ``suspended''
for long time.  This paper focuses on the key question of when the
network can determine that all nodes are awake and ready to
communicate.  Existing approaches assume worst-case clock drift, and
so must conservatively wait for minutes before starting an
application.  We propose two reconfiguration protocols to largely
reduce the energy cost during the process.  The first approach is
\emph{low-power listening with flooding}, where the network restarts
quickly by flooding a control message as soon as the first node
determines that the whole network is up.  The second protocol uses
\emph{local update with suppression}, where nodes only notify their
one-hop neighbors, avoiding the cost of flooding.  Both protocols are
fully distributed algorithms.  Through analysis, simulation and
testbed experiments, we show that both protocols are more energy
efficient than current approaches.  Flooding works best in
\emph{sparse} networks with 6 neighbors or less, while local update
with suppression works best in \emph{dense} networks (more than 6
neighbors).
",
}

% 	title = 	"{MAC} Stability in Sensor Networks at High Network Densities",

A new class of sensor network applications is \emphmostly off. Exemplified by Intel's FabApp, in these applications the network alternates between being off for hours or weeks, then activating to collect data for a few minutes. While configuration of traditional sensornet applications is occasional and so need not be optimized, these applications may spend half their active time in reconfiguration every time when they wake up. Therefore, new approaches are required to efficiently ``resume'' a sensor network that has been ``suspended'' for long time. This paper focuses on the key question of when the network can determine that all nodes are awake and ready to communicate. Existing approaches assume worst-case clock drift, and so must conservatively wait for minutes before starting an application. We propose two reconfiguration protocols to largely reduce the energy cost during the process. The first approach is \emphlow-power listening with flooding, where the network restarts quickly by flooding a control message as soon as the first node determines that the whole network is up. The second protocol uses \emphlocal update with suppression, where nodes only notify their one-hop neighbors, avoiding the cost of flooding. Both protocols are fully distributed algorithms. Through analysis, simulation and testbed experiments, we show that both protocols are more energy efficient than current approaches. Flooding works best in \emphsparse networks with 6 neighbors or less, while local update with suppression works best in \emphdense networks (more than 6 neighbors).

@inproceedings{DBLP:conf/ipps/KumarHKGKDRS08,
  author       = {Vijay S. Kumar and
                  Mary W. Hall and
                  Jihie Kim and
                  Yolanda Gil and
                  Tahsin M. Kur{\c{c}} and
                  Ewa Deelman and
                  Varun Ratnakar and
                  Joel H. Saltz},
  title        = {Designing and parameterizing a workflow for optimization: {A} case
                  study in biomedical imaging},
  booktitle    = {22nd {IEEE} International Symposium on Parallel and Distributed Processing,
                  {IPDPS} 2008, Miami, Florida USA, April 14-18, 2008},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/IPDPS.2008.4536411},
  doi          = {10.1109/IPDPS.2008.4536411},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/KumarHKGKDRS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{proc_vivek:prominencepitchaccent:sp08,
 address = {Campinas, Brazil},
 author = {Rangarajan, Vivek and Nenkova, Ani and Narayanan, Shrikanth S. and Jurafsky, Dan},
 booktitle = {Proceedings of the Speech Prosody Conference},
 link = {http://sail.usc.edu/publications/files/rangarajansp2008.pdf},
 month = {May},
 pages = {453-456},
 title = {Detecting prominence in conversational speech: Pitch accent, givenness and focus},
 year = {2008}
}

@InProceedings{Thatte08a,
	author = 	"Gautam Thatte and Urbashi Mitra and John Heidemann",
	title = 	"Detection of Low-Rate Attacks in Computer Networks",
	booktitle = 	"Proceedings of the " # "11th" # " IEEE Global Internet Symposium",
	year = 		2008,
	sortdate = 		"2008-04-01",
	project = "ant, madcat",
	jsubject = "spectral_network",
	publisher =	"IEEE",
	address =	"Phoenix, Arizona, USA",
	month =		apr,
	pages =		"1--6",
	isbn = "978-1-4244-2219-7",
	doi = "10.1109/INFOCOM.2008.4544638",
	jlocation =	"johnh: pafile",
	keywords =	"dos attack detection, traffic modeling",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Thatte08a.html",
	pdfurl =		"https://ant.isi.edu/%7ejohnh/PAPERS/Thatte08a.pdf",
	copyrightholder = "IEEE",
	copyrightterms = "	Personal use of this material is permitted.  However, 	permission to reprint/republish this material for advertising 	or promotional purposes or for creating new collective works         for resale or redistribution to servers or lists, 	or to reuse any copyrighted component of this work in other works 	must be obtained from the IEEE. ",
	usessoftware = "stream_merger",
	abstract = "
This paper develops two parametric methods to detect
low-rate denial-of-service attacks and other similar
near-periodic traffic, without the need for flow separation.
The first method, the periodic attack detector, is based
on a previous approach that exploits the near-periodic
nature of attack traffic in aggregate traffic by modeling the
peak frequency in the traffic spectrum. The new method
adopts simple statistical models for attack and background
traffic in the time-domain. Both approaches use sequential
probability ratio tests (SPRTs), allowing control over false
alarm rate while examining the trade-off between detection
time and attack strength. We evaluate these methods with
real and synthetic traces, observing that the new Poissonbased
scheme uniformly detects attacks more rapidly, often
in less than 200ms, and with lower complexity than the
periodic attack detector. Current entropy-based detection
methods provide an equivalent time to detection but
require flow-separation since they utilize source/destination
IP addresses. We evaluate sensitivity to attack strength
(compared to the rate of background traffic) with synthetic
traces, finding that the new approach can detect attacks
that represent only 10\% of the total traffic bitrate in
fractions of a second.
",
}

This paper develops two parametric methods to detect low-rate denial-of-service attacks and other similar near-periodic traffic, without the need for flow separation. The first method, the periodic attack detector, is based on a previous approach that exploits the near-periodic nature of attack traffic in aggregate traffic by modeling the peak frequency in the traffic spectrum. The new method adopts simple statistical models for attack and background traffic in the time-domain. Both approaches use sequential probability ratio tests (SPRTs), allowing control over false alarm rate while examining the trade-off between detection time and attack strength. We evaluate these methods with real and synthetic traces, observing that the new Poissonbased scheme uniformly detects attacks more rapidly, often in less than 200ms, and with lower complexity than the periodic attack detector. Current entropy-based detection methods provide an equivalent time to detection but require flow-separation since they utilize source/destination IP addresses. We evaluate sensitivity to attack strength (compared to the rate of background traffic) with synthetic traces, finding that the new approach can detect attacks that represent only 10% of the total traffic bitrate in fractions of a second.

@patent{Ram2008,
	author = {Ram, Prasad and Ramanujaparam, Arun and Schuler, Robert},
	date-added = {2024-01-22 12:11:07 -0800},
	date-modified = {2024-01-22 12:11:07 -0800},
	howpublished = {US Patent 7,448,022},
	title = {Dynamic {{Software Composition}} in a {{Component-based Software System}}},
	year = {2008}}

@inproceedings{proc_sam:chromafeaturesongidentification:mmsp08,
 address = {Cairns, Australia},
 author = {Kim, Samuel and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the International Workshop on Multimedia Signal Processing (MMSP)},
 doi = {10.1109/MMSP.2008.4665217},
 link = {http://sail.usc.edu/publications/files/KimMMSP2008.pdf},
 month = {Oct},
 pages = {984-987},
 title = {Dynamic chroma feature vectors with applications to cover song identification},
 year = {2008}
}

@article{Liu2008Effectofspectralnormalization,
 author = {Liu, Chuping and Galvin, John and Fu, Qian-Jie and Narayanan, Shrikanth S.},
 doi = {10.1121/1.2897047},
 journal = {Journal of the Acoustical Society of America},
 link = {http://sail.usc.edu/publications/files/liujasa2008.pdf},
 month = {May},
 number = {5},
 pages = {2836-2847},
 title = {Effect of spectral normalization on different talker speech recognition by cochlear implant users},
 volume = {123},
 year = {2008}
}

@article{Baranovski2008a,
	abstract = {The Center for Enabling Distributed Petascale Science is developing serviced to enable researchers to manage large, distributed datasets. The center projects focus on three areas: tools for reliable placement of data, issues involving failure detection and failure diagnosis in distributed systems, and scalable services that process requests to access data},
	author = {Baranovski, A and Beattie, K and Bharathi, S and Boverhof, J and Bresnahan, J and Chervenak, A and Foster, I and Freeman, T and Gunter, D and Keahey, K and Kesselman, C and Kettimuthu, R and Leroy, N and Link, M and Livny, M and Madduri, R and Oleynik, G and Pearlman, L and Schuler, R and Tierney, B},
	date-added = {2018-09-12 16:20:35 -0700},
	date-modified = {2020-01-21 15:51:59 -0800},
	journal = {Journal of Physics: Conference Series},
	number = {1},
	pages = {012068},
	title = {Enabling Petascale Science: Data Management, Troubleshooting, and Scalable Science Services},
	volume = {125},
	year = {2008}}

The Center for Enabling Distributed Petascale Science is developing serviced to enable researchers to manage large, distributed datasets. The center projects focus on three areas: tools for reliable placement of data, issues involving failure detection and failure diagnosis in distributed systems, and scalable services that process requests to access data

@inproceedings{proc_vivek:enrichingtransdialogacts:acl08,
 address = {Columbus, Ohio},
 author = {Rangarajan, Vivek and Bangalore, Srinivas and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of the Association for Computational Linguistics (ACL) Conference},
 doi = {10.3115/1557690.1557755},
 link = {http://sail.usc.edu/publications/files/rangarajanacl2008.pdf},
 month = {Jun},
 pages = {225-228},
 title = {Enriching spoken language translation with dialog acts},
 year = {2008}
}

@inproceedings{proc_selina:environmentmpbasedfeatures:icassp08,
 address = {Las Vegas, Nevada},
 author = {Chu, Selina and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2008.4517531},
 month = {Apr},
 pages = {1-4},
 title = {Environmental sound recognition using MP-based features},
 year = {2008}
}

@inproceedings{proc_matt:fusionpronunciationverificationfluency:interspeech08,
 address = {Brisbane, Australia},
 author = {Black, Matthew P. and Tepperman, Joseph and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/i08_2779.pdf},
 month = {Sep},
 pages = {2779-2782},
 title = {Estimation of Childrens Reading Ability by Fusion of Automatic Pronunciation Verification and Fluency Detection},
 year = {2008}
}

@inproceedings{ambite08:icdm,
	Author = "Jos\'{e} Luis Ambite and Craig A. Knoblock and Kristina Lerman and Anon Plangprasopchok and Thomas Russ and B. Cenk Gazen and Steven Minton and Mark J. Carman",
	Title = "Exploiting Data Semantics to Discover, Extract, and Model Web Sources",
	Booktitle = "Proceedings of the First International Workshop on Semantic Aspects in Data Mining (SADM'08)",
	Year = 2008,
	urlPaper= "http://usc-isi-i2.github.io/papers/ambite08-icdm.pdf",
      	Keywords = {"Learning Semantic Models"}}

@article{Rangarajan2008Exploitingacousticandsyntactic,
 author = {Rangarajan, Vivek and Bangalore, Srinivas and Narayanan, Shrikanth S.},
 doi = {10.1109/TASL.2008.917071},
 journal = {IEEE Transactions on Audio, Speech, and Language Processing},
 keyword = {acoustic–prosodic representation, maximum entropy model, phrasing, prominence, spoken language processing, supertags, suprasegmental information, ToBI annotation},
 link = {http://sail.usc.edu/publications/files/sridhar_tasl_2008.pdf},
 month = {May},
 number = {4},
 pages = {797-811},
 title = {Exploiting acoustic and syntactic features for automatic prosody labeling in a maximum entropy framework},
 volume = {16},
 year = {2008}
}

@incollection{goldberg08:udgd,
	Author = "Daniel W. Goldberg and John P. Wilson and Craig A. Knoblock",
        Title = "Exploring the Use of Gazetteers and Geocoders for the Analysis and Interpretation of a Dynamically Changing World",
        Editors = "K.S. Hornsby and M. Yuan",
        Booktitle = "Understanding of Dynamics of Geographic Domains",
        Publisher = "CRC Press",
        Address = "Boca Raton, FL",
        Chapter = 4, 
        Pages = "51-76",
        Year = 2008,
      	Keywords = {"Geocoding"}}

@inproceedings{rajasekhar2008a,
	author = {Yamuna Rajasekhar and Yashodhan Phatak and Andrew G. Schmidt and William V. Kritikos and Ron Sass},
	booktitle = {Proceedings of the 16th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM{\textquoteright}08)},
	publisher = {IEEE Computer Society},
	title = {FPGA Session Control (FSC): Providing Remote Access to A Cluster of FPGAs},
	year = {2008}}

@inproceedings{proc_vivek:factoredenrichingprosody:interspeech08,
 address = {Brisbane, Australia},
 author = {Rangarajan, Vivek and Bangalore, Srinivas and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/rangarajaninterspeech2008.pdf},
 month = {Sep},
 pages = {2723-2726},
 title = {Factored translation models for enriching spoken language translation with prosody},
 year = {2008}
}

@inproceedings{proc_shankar:pitchaccentboundarytonef0features:icassp08,
 address = {Las Vegas, Nevada},
 author = {Ananthakrishnan, Sankaranarayanan and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2008.4518667},
 link = {http://sail.usc.edu/publications/files/nihms54013.pdf},
 month = {Apr},
 pages = {4545-4548},
 title = {Fine-grained Pitch Accent and Boundary Tone Labeling with Parametric F0 Features},
 year = {2008}
}

@article{1126-6708-2008-07-080,
  author={Tameem Albash and Veselin Filev and Clifford V. Johnson and Arnab Kundu},
  title={Finite temperature large N gauge theory with quarks in an external magnetic field},
  journal={Journal of High Energy Physics},
  volume={2008},
  number={07},
  pages={080},
  url={http://stacks.iop.org/1126-6708/2008/i=07/a=080},
  year={2008}
}

@incollection{bookch_busso:fundamentalfreqemotion:peterlang,
 address = {Berlin, Germany},
 author = {Busso, Carlos and Bulut, Murtaza and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {The Role of Prosody in Affective Speech},
 editor = {Hancil, Sylvie},
 link = {http://sail.usc.edu/publications/files/busso_book_2009.pdf},
 pages = {309-337},
 publisher = {Peter Lang Publishing Group},
 title = {Fundamental frequency analysis for speech emotion processing},
 year = {2008}
}

@article{1126-6708-2008-12-033,
  author={Tameem Albash and Veselin Filev and Clifford V. Johnson and Arnab Kundu},
  title={Global R-currents and phase transitions in large N c gauge theory},
  journal={Journal of High Energy Physics},
  volume={2008},
  number={12},
  pages={033},
  url={http://stacks.iop.org/1126-6708/2008/i=12/a=033},
  year={2008}
}

@Article{Heidemann08d,
	author = 	"John Heidemann and Urbashi Mitra and James
 Preisig and Milica Stojanovic and Michele Zorzi",
	title = "Guest Editorial: Underwater Wireless Communication Networks",
	journal = 	"IEEE Journal of Selected Areas in Communication",
	year = 		2008,
	sortdate = "2008-12-01",
	project = "ilense, nocredit, snuse",
	jsubject = "sensornet_high_latency",
	volume =	26,
	number =	9,
	month =		dec,
	pages =		"1617--1619",
	location =	"johnh: pafile",
	keywords =	"guest editorial, non-refereed, jsac-underwater-special-issue",
	doi =		"10.1109/JSAC.2008.4686798",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/Heidemann08d.html",
	pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Heidemann08d.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "IEEE",
	copyrightterms = "	Personal use of this material is permitted.  However, 	permission to reprint/republish this material for advertising 	or promotional purposes or for creating new collective works         for resale or redistribution to servers or lists, 	or to reuse any copyrighted component of this work in other works 	must be obtained from the IEEE. ",
	abstract = "(No abstract, but this non-refereed guest
                         editorial introduces the December 2008
                         special issue of IEEE JSAC on Underwater
                         Wireless Communication.)",
	citespapers = "optical: [Jaruwatanadilok08a], sim: [Walree08a],
                  ofdm: [Mason08a], ofdm: [Kang08a,Leus08a,Hwang08a],
                  multicarrier: [Huang08d], localization: [Mirza08a],
                  channel models: [Lucani08a], link: [Parrish08a],
                  mac: [Syed08b, Chirdchoo08a], routing: [Zorzi08a]",
}

(No abstract, but this non-refereed guest editorial introduces the December 2008 special issue of IEEE JSAC on Underwater Wireless Communication.)

@Article{Paradiso08a,
	author = 	"Joseph A. Paradiso and John Heidemann and
 Thomas G. Zimmerman",
	title = "Hacking is Pervasive",
	journal = 	"IEEE Pervasive Computing Magazine",
	year = 		2008,
	sortdate = "2008-07-01",
	project = "ilense",
	jsubject = "sensornet_general",
	volume =	7,
	number =	3,
	month =		jul,
	pages =		"13--15",
	location =	"johnh: pafile",
	keywords =	"hacking, special issue, editor's introduction",
	otherurl =		"http://csdl2.computer.org/comp/mags/pc/2008/03/mpc2008030013.pdf",
	xdoi ="xxx",
	note =		"(Special issue guest editors)",
	keywords =	"pervasvie computing, hacking",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/Paradiso08a.html",
	pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Paradiso08a.pdf",
	abstract = "(No formal abstract, but this article introduces
                         this IEEE Pervasive Computing Magainze
                         special issue on Hacking in Pervasive Computing.)",
}

(No formal abstract, but this article introduces this IEEE Pervasive Computing Magainze special issue on Hacking in Pervasive Computing.)

@inproceedings{proc_emily:charemotionsconflictingcongruentvocalfacialexpress:icassp08,
 address = {Las Vegas, Nevada},
 author = {Mower, Emily and Lee, Sungbok and Mataric, Maja J. and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2008.4518081},
 link = {http://sail.usc.edu/publications/files/MowerICASSP2008.pdf},
 month = {Apr},
 pages = {2201-2204},
 title = {Human perception of synthetic character emotions in the presence of conflicting and congruent vocal and facial expressions},
 year = {2008}
}

@article{busso2008iemocap,
	title = {{IEMOCAP}: {Interactive} emotional dyadic motion capture database},
	volume = {42},
	doi = {10.1007/s10579-008-9076-6},
	number = {4},
	journal = {Language resources and evaluation},
	author = {Busso, Carlos and Bulut, Murtaza and Lee, Chi-Chun and Kazemzadeh, Abe and Mower, Emily and Kim, Samuel and Chang, Jeannette N and Lee, Sungbok and Narayanan, Shrikanth S},
	year = {2008},
	note = {Publisher: Springer},
	pages = {335--359},
}

@inproceedings{Ahn2008a,
address = {Estoril, Portugal},
author = {Ahn, Jaesuk and Sui, Xin and DeAngelis, D},
booktitle = {Proceedings of the Fourth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008)},
file = {:home/dave/Documents/References/Ahn, Sui, DeAngelis - 2008 - Identifying Beneficial Teammates using Multi-Dimensional Trust.pdf:pdf},
keywords = {coalition formation,multi-dimensional trust,partner selection},
title = {Identifying Beneficial Teammates using Multi-Dimensional Trust},
url = {https://dl.acm.org/doi/10.5555/1402821.1402901},
year = {2008}
}

@INPROCEEDINGS{michelson08:gis,
 author = {Matthew Michelson and Aman Goel and Craig A. Knoblock},
 title = {Identifying Maps on the World Wide Web},
 booktitle = {Proceedings of the 5th International Conference on GIScience, LNCS 5266},
 publisher = "Springer",
 address = "New York",
 pages = "249--260",
 year = {2008},
 urlPresentation= "http://usc-isi-i2.github.io/slides/michelson08-gis-slides.pdf",
 urlPaper= "http://usc-isi-i2.github.io/papers/michelson08-gis.pdf",
 Keywords = {"Map Discovery"}
} 
 

@inproceedings{galstyan2008influence,
  title={Influence Propagation in Modular Networks.},
  author={Galstyan, Aram and Cohen, Paul R},
  booktitle={AAAI Spring Symposium: Social Information Processing},
  pages={21--23},
  year={2008}
}

@article{blythe08:jucs,
	Author = "Jim Blythe and Dipsy Kapoor and Craig A. Knoblock and Kristina Lerman and Steven Minton",
	Title = "Information Integration for the Masses",
	Journal =  "Journal of Universal Computer Science", 
	Volume = 14,
	Number = 11,
	pages =      "1811--1837",
  	note = 	 {Special Issue on Wrapping Web Data Islands},
	Year = 2008,
	urlLink= "http://www.jucs.org/jucs_14_11/information_integration_for_the",
	urlPaper= "http://usc-isi-i2.github.io/papers/blythe08-jucs.pdf",
      	Keywords = {"Learning Semantic Models"}}	

@article {7341,
	title = {Integrating heterogeneous network monitoring data},
	journal = {Telecommunication Systems 2008 Vol.37},
	year = {2008},
	month = {2008},
	pages = {71-84},
	author = {Chi Zhang and Bin Liu and Xun Su and Heidi L. Alvarez and Julio Ibarra}
}

@inproceedings{sanchez2008interfaces,
  title={Interfaces for team coordination.},
  author={Sanchez, Romeo and Jin, Jing and Maheswaran, Rajiv T and Szekely, Pedro A},
  booktitle={IUI},
  pages={427--428},
  year={2008}
}

@inproceedings{proc_mateo:autoassessreadingyoungchildren:icassp08,
 address = {Las Vegas, Nevada},
 author = {Gerosa, Matteo and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2008.4518795},
 keyword = {automatic speech recognition, childrens speech, literacy assessment, reading comprehension},
 link = {http://sail.usc.edu/publications/files/gerosaicassp2008.pdf},
 month = {Apr},
 pages = {5057-5060},
 title = {Investigating automatic assessment of reading comprehension in young children},
 year = {2008}
}

@inproceedings{proc_emily:syntheticcharacteremotions:icme08,
 address = {Hannover, Germany},
 author = {Mower, Emily and Lee, Sungbok and Mataric, Maja J. and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the IEEE International Conference on Multimedia and Expo (ICME)},
 doi = {10.1109/ICME.2008.4607596},
 keyword = {audio-visual emotion perception, facial emotion expression, McGurk effect},
 link = {http://sail.usc.edu/publications/files/mowericme2008.pdf},
 month = {Jun},
 pages = {961-964},
 title = {Joint-processing of audio-visual signals in human perception of conflicting synthetic character emotions},
 year = {2008}
}

@inproceedings{hussein_kernel_2008,
	title = {Kernel integral images: A framework for fast non-uniform filtering},
	rights = {All rights reserved},
	doi = {10.1109/CVPR.2008.4587641},
	shorttitle = {Kernel integral images},
	abstract = {Integral images are commonly used in computer vision and computer graphics applications. Evaluation of box filters via integral images can be performed in constant time, regardless of the filter size. Although Heckbert (1986) extended the integral image approach for more complex filters, its usage has been very limited, in practice. In this paper, we present an extension to integral images that allows for application of a wide class of non-uniform filters. Our approach is superior to Heckbertpsilas in terms of precision requirements and suitability for parallelization. We explain the theoretical basis of the approach and instantiate two concrete examples: filtering with bilinear interpolation, and filtering with approximated Gaussian weighting. Our experiments show the significant speedups we achieve, and the higher accuracy of our approach compared to Heckbertpsilas.},
	eventtitle = {2008 {IEEE} Conference on Computer Vision and Pattern Recognition},
	pages = {1--8},
	booktitle = {2008 {IEEE} Conference on Computer Vision and Pattern Recognition},
	author = {Hussein, M. and Porikli, F. and Davis, L.},
	date = {2008-06},
	year = {2008},
	keywords = {Application software, approximated Gaussian weighting filtering, approximation theory, bilinear interpolation, computer graphics, Computer graphics, Computer science, computer vision, Computer vision, fast nonuniform filtering, Filtering, filtering theory, Filters, Histograms, image processing, integral equations, interpolation, Interpolation, Kernel, kernel integral images, Target tracking},
	file = {IEEE Xplore Abstract Record:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\U77RQ4IY\\4587641.html:text/html}
}

Integral images are commonly used in computer vision and computer graphics applications. Evaluation of box filters via integral images can be performed in constant time, regardless of the filter size. Although Heckbert (1986) extended the integral image approach for more complex filters, its usage has been very limited, in practice. In this paper, we present an extension to integral images that allows for application of a wide class of non-uniform filters. Our approach is superior to Heckbertpsilas in terms of precision requirements and suitability for parallelization. We explain the theoretical basis of the approach and instantiate two concrete examples: filtering with bilinear interpolation, and filtering with approximated Gaussian weighting. Our experiments show the significant speedups we achieve, and the higher accuracy of our approach compared to Heckbertpsilas.

@inproceedings{proc_tom:constraintunsupervisedclasstagging:icml08,
 address = {Helsinki, Finland},
 author = {Murray, IV, Thomas J. and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of the International Conference on Machine Learning (ICML)},
 link = {http://sail.usc.edu/publications/files/MurrayICML2008.pdf},
 month = {Jul},
 title = {Knowledge as a constraint on uncertainty for unsupervised classification: A study in part-of-speech tagging},
 year = {2008}
}

@article{li2008learning,
  title={Learning the valid incoming direction of IP packets},
  author={Li, Jun and Mirkovic, Jelena and Ehrenkranz, Toby and Wang, Mengqiu and Reiher, Peter and Zhang, Lixia},
  journal={Computer Networks},
  volume={52},
  number={2},
  pages={399--417},
  year={2008},
  publisher={Elsevier}
}

@inproceedings{proc_vassiliki:linguisticanalysischildren:cci08,
 address = {Chania, Greece},
 author = {Farantouri, Vassiliki and Potamianos, Alexandros and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the Workshop on Child, Computer and Interaction},
 link = {http://sail.usc.edu/publications/files/farantouriwocci2008.pdf},
 month = {Oct},
 title = {Linguistic analysis of spontaneous children speech},
 year = {2008}
}

@inproceedings{mirkovic2008managing,
  title={Managing the Health of Security Experiments.},
  author={Mirkovic, Jelena and Sollins, Karen R and Wroclawski, John},
  booktitle={CSET},
  year={2008}
}

@misc{sankaran2008method,
  title={Method and apparatus for determining a network topology based on Spanning-tree-Algorithm-designated ports},
  author={Sankaran, Ganesh C},
  year={2008},
  month=may # "~6",
  publisher={Google Patents},
  note={US Patent 7,369,513}
}

@inproceedings{proc_emil:sparsitytranslation:coling08,
 address = {Manchester, UK},
 author = {Ettelaie, Emil and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of the International Conference on Computational Linguistics (COLING)},
 link = {http://sail.usc.edu/publications/files/ettelaiecoling2008.pdf},
 month = {Aug},
 pages = {1-4},
 title = {Mitigation of data sparsity in classifier-based translation},
 year = {2008}
}

@article{colon_modeling_2008,
	title = {Modeling {Human} {Perception} of {Situation} {Awareness} {During} {Constructive} {Experimentation}},
	volume = {3},
	number = {2},
	journal = {MSIAC Journal},
	author = {Colon, Philip and Tran, John and Yao, Ke-Thia and Anhalt, Michael and Curiel, Jacqueline},
	month = jul,
	year = {2008},
	pages = {20--29},
}

@inproceedings{proc_vivek:intonationdiscoursedialogacttagging:icassp08,
 address = {Las Vegas, Nevada},
 author = {Rangarajan, Vivek and Bangalore, Srinivas and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2008.4518789},
 link = {http://sail.usc.edu/publications/files/rangarajanicassp2008.pdf},
 month = {Apr},
 pages = {5033-5036},
 title = {Modeling the intonation of discourse segments for improved online dialog act tagging},
 year = {2008}
}

@inproceedings{proc_annavaram:multimodalsensing:urbansense08,
 author = {Annavaram, Murali and Medvidovic, Nenad and Mitra, Urbashi and Narayanan, Shrikanth S. and Sukhatme, Gaurav and Meng, Zhaoshi and Qiu, Shi and Kumar, Rohit and Thatte, Gautam and Spruijt-Metz, Donna},
 booktitle = {Proceedings of the International Workshop on Urban, Community, and Social Applications of Networked Sensing Systems (UrbanSense)},
 link = {http://sail.usc.edu/publications/files/annavaram_urbansense08.pdf},
 location = {Raleigh, NC},
 month = {Nov},
 pages = {21-25},
 title = {Multimodal Sensing for Pediatric Obesity Applications},
 year = {2008}
}

@inproceedings{proc_viktor:multimodaloverlap:mipr08,
 address = {Berkeley, CA},
 author = {Rozgic, Viktor and Han, Kyu Jeong and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the IEEE International Symposium on Multimedia (ISM)},
 doi = {https://doi.org/10.1109/ism.2008.103},
 link = {http://sail.usc.edu/publications/files/RozgicISM2008.pdf},
 month = {Dec},
 pages = {679-684},
 title = {Multimodal speaker segmentation in presence of overlapped speech segments},
 year = {2008}
}

@inproceedings{proc_sam:fingerprintclassicalmusic:icme08,
 address = {Hannover, Germany},
 author = {Kim, Samuel and Unal, Erdem and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the IEEE International Conference on Multimedia and Expo (ICME)},
 doi = {10.1109/ICME.2008.4607671},
 link = {http://sail.usc.edu/publications/files/kimicme2008.pdf},
 month = {Jun},
 pages = {1261-1264},
 title = {Music fingerprint extraction for classical music cover song identification},
 year = {2008}
}

@article{DBLP:journals/tsp/MeesookhoMN08,
  author    = {Chartchai Meesookho and
               Urbashi Mitra and
               Shrikanth S. Narayanan},
  title     = {On Energy-Based Acoustic Source Localization for Sensor Networks},
  journal   = {{IEEE} Trans. Signal Process.},
  volume    = {56},
  number    = {1},
  pages     = {365--377},
  year      = {2008},
  url       = {https://doi.org/10.1109/TSP.2007.900757},
  doi       = {10.1109/TSP.2007.900757},
  timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tsp/MeesookhoMN08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@InProceedings{	  hoffa2008cloud,
  Author	= {Christina Hoffa and Gaurang Mehta and Timothy Freeman and
		  Ewa Deelman and Kate Keahey and Bruce Berriman and John
		  Good},
  URL		= {http://pegasus.isi.edu/publications/2008/Hoffa-CloudComputing.pdf},
  Title		= {On the Use of Cloud Computing for Scientific Workflows},
  BookTitle	= {3rd International Workshop on Scientific Workflows and
		  Business Workflow Standards in e-Science (SWBES) in
		  conjunction with Fourth IEEE International Conference on
		  e-Science (e-Science 2008)},
  Year		= {2008}
}

@inproceedings{collins2008limits,
  title={On the limits of payload-oblivious network attack detection},
  author={Collins, M Patrick and Reiter, Michael K},
  booktitle={Recent Advances in Intrusion Detection: 11th International Symposium, RAID 2008, Cambridge, MA, USA, September 15-17, 2008. Proceedings 11},
  pages={251--270},
  year={2008},
  organization={Springer Berlin Heidelberg}
}

@article{Bulut2008Ontherobustnessof,
 author = {Bulut, Murtaza and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 doi = {10.1121/1.2909562},
 journal = {Journal of the Acoustical Society of America},
 link = {http://sail.usc.edu/publications/files/bulutjasa2008.pdf},
 month = {Jun},
 number = {6},
 pages = {4547-4558},
 title = {On the robustness of overall F0-only modifications to the perception of emotions in speech},
 volume = {123},
 year = {2008}
}

@inproceedings{maheswaran2008predictability,
  title={Predictability \& criticality metrics for coordination in complex environments},
  author={Maheswaran, Rajiv T and Szekely, Pedro and Becker, Marcel and Fitzpatrick, Stephen and Gati, Gergely and Jin, Jing and Neches, Robert and Noori, Narges and Rogers, Craig and Sanchez, Romeo and others},
  booktitle={Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems-Volume 2},
  pages={647--654},
  year={2008},
  organization={International Foundation for Autonomous Agents and Multiagent Systems}
}

@inproceedings{mirkovic2008privacy,
  title={Privacy-safe network trace sharing via secure queries},
  author={Mirkovic, Jelena},
  booktitle={Proceedings of the 1st ACM workshop on Network Data Anonymization},
  pages={3--10},
  year={2008},
  organization={ACM}
}

@inproceedings{proc_matt:lettersoundspreliteratechildren:interspeech08,
 address = {Brisbane, Australia},
 author = {Black, Matthew P. and Tepperman, Joseph and Kazemzadeh, Abe and Lee, Sungbok and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of InterSpeech},
 doi = {10.1109/ICASSP.2009.4960720},
 keyword = {automatic reading assessment, childrens speech, letter-sounds, pronunciation verification},
 link = {http://sail.usc.edu/publications/files/black_interspeech_2008.pdf},
 month = {Sep},
 pages = {2783-2786},
 title = {Pronunciation verification of English letter-sounds in preliterate children},
 year = {2008}
}

@article {CCPE07-Provenance, 
  title = {Provenance Trails in the Wings/Pegasus Workflow System},
  author = {Jihie Kim and Ewa Deelman and Yolanda Gil and Gaurang Mehta and Varun Ratnakar},
  year = {2008},
  journal = {Concurrency and Computation: Practice and Experience, Special Issue on the First Provenance Challenge},
  volume = {20},
  number = {5},
  url = {https://knowledgecaptureanddiscovery.github.io/yolanda_gil_website/papers/CCPE07-Provenance.pdf }
}

@InProceedings{Park08b,
	author = 	"Unkyu Park and John Heidemann",
	title = 	"Provenance in Sensornet Republishing",
	booktitle = 	"Proceedings of the " # "2nd" # " International Provenance and Annotation Workshop ",
	year = 		2008,
	sortdate = "2008-06-01",
	project = "ilense, siss",
	jsubject = "sensornet_sharing",
	publisher =	"Springer-Verlag",
	address =	"Salt Lake City, Utah, USA",
	month =		jun,
	pages =		"208--292",
	xnote =		"(also released as tech report ISI-TR-2008-650",
	location =	"johnh: pafile",
	keywords =	"sensornet, data provenance",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/Park08a.html",
	pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Park08a.pdf",
	abstract = "
Sensornets are being deployed and increasingly brought on-line to
share data as it is collected.  Sensornet \emph{republishing} is the
process of transforming on-line sensor data and sharing the filtered,
aggregated, or improved data with others.  We explore the need for
data provenance in this system to allow users to understand how
processed results are derived and detect and correct anomalies.  We
describe our sensornet provenance system, exploring design
alternatives and quantifying storage trade-offs in the context of a
city-sized temperature monitoring application.  In that application,
our link approach outperforms other alternatives on saving storage
requirement and our \emph{incremental compression} scheme save the
storage further up to 83\%.
",
}

Sensornets are being deployed and increasingly brought on-line to share data as it is collected. Sensornet \emphrepublishing is the process of transforming on-line sensor data and sharing the filtered, aggregated, or improved data with others. We explore the need for data provenance in this system to allow users to understand how processed results are derived and detect and correct anomalies. We describe our sensornet provenance system, exploring design alternatives and quantifying storage trade-offs in the context of a city-sized temperature monitoring application. In that application, our link approach outperforms other alternatives on saving storage requirement and our \emphincremental compression scheme save the storage further up to 83%.

@Article{	  miles2008provenance,
  Author	= {Simon Miles and Paul Groth and Ewa Deelman and Karan Vahi
		  and Gaurang Mehta and Luc Moreau},
  URL		= {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=4488063},
  Title		= {Provenance: The Bridge Between Experiments and Data},
  Journal	= {Computing in Science and Engineering},
  Volume	= {10},
  Number	= {3},
  Pages		= {38-46},
  Month		= {May},
  Year		= {2008}
}

@article{1126-6708-2008-08-092,
  author={Tameem Albash and Veselin Filev and Clifford V. Johnson and Arnab Kundu},
  title={Quarks in an external electric field in finite temperature large N gauge theory},
  journal={Journal of High Energy Physics},
  volume={2008},
  number={08},
  pages={092},
  url={http://stacks.iop.org/1126-6708/2008/i=08/a=092},
  year={2008}
}

@inproceedings{proc_murtaza:parameterresynthesisemotionalneutral:icassp08,
 address = {Las Vegas, Nevada},
 author = {Bulut, Murtaza and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2008.4518688},
 link = {http://sail.usc.edu/publications/files/04518688.pdf},
 month = {Apr},
 pages = {4629-4632},
 title = {Recognition for synthesis: Automatic parameter selection for resynthesis of emotional speech from neutral speech},
 year = {2008}
}

@inproceedings{schmidt2008a,
	author = {Andrew G. Schmidt and William V. Kritikos and Siddhartha Datta and Ron Sass},
	booktitle = {Proceedings of the 16th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM{\textquoteright}08)},
	publisher = {IEEE Computer Society},
	title = {Reconfigurable Computing Cluster Project: Phase I Brief},
	year = {2008}}

@inproceedings{proc_carlos:audiovisualemoactor:lrec08,
 address = {Marrakech, Morocco},
 author = {Busso, Carlos and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of the International Conference on Language Resources and Evaluation (LREC)},
 link = {http://sail.usc.edu/publications/files/W2_Proceedings.pdf},
 month = {May},
 pages = {17-22},
 title = {Recording audio-visual emotional databases from actors: A closer look},
 year = {2008}
}

@InProceedings{	  callaghan2009reducing,
  Author	= {Scott Callaghan and Philip Maechling and Ewa Deelman and
		  Karan Vahi and Gaurang Mehta and Gideon Juve and Kevin
		  Milner and Robert Graves and Edward Field and David Okaya
		  and Dan Gunter and Keith Beattie and Thomas Jordan},
  URL		= {http://pegasus.isi.edu/publications/2008/CallaghanS-MegaWorkflowsCyberShake.pdf},
  Title		= {Reducing Time-to-Solution Using Distributed
		  High-Throughput Mega-Workflows - Experiences from SCEC
		  CyberShake},
  BookTitle	= {Fourth IEEE International Conference on e-Science
		  (e-Science 2008)},
  Year		= {2008}
}

@inproceedings{proc_sunbok:geometrykinematicsarticulary:interspeech08,
 address = {Brisbane, Australia},
 author = {Lee, Sungbok and Kato, Tsuneo and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of InterSpeech},
 keyword = {articulatory trajectory, emotional speech production, one-third power law, velocity gain factor},
 link = {http://sail.usc.edu/publications/files/lee_interspeech_2008.pdf},
 month = {Sep},
 pages = {2290-2293},
 title = {Relation between geometry and kinematics of articulatory trajectory associated with emotional speech production},
 year = {2008}
}

@Unpublished{He08a,
	author = "Xinming He and Christos Papadopoulos and John
 Heidemann and Urbashi Mitra and Usman Riaz",
	title = "Remote Detection of Bottleneck Links Using Spectral and Statistical Methods",
	note = 		"to appear, Computer Networks",
	year =		2008,
	sortdate = 		"2008-09-01",
	project = "ant, madcat, nocredit",
	jsubject = "chronological",
	month =		sep,
	jlocation =	"johnh: pafile",
	keywords =	"spectral analysis, bottleneck detection",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/He08a.html",
	pdfurl =	"https://ant.isi.edu/%7ejohnh/PAPERS/He08a.pdf",
	myorganization =	"USC/Information Sciences Institute",
	project = "ant",
	abstract = "
Persistently saturated links are abnormal conditions that indicate
bottlenecks in Internet traffic. Network operators are interested in
detecting such links for troubleshooting, to improve capacity planning
and traffic estimation, and to detect denial-of-service attacks.
Currently bottleneck links can be detected either locally, through
SNMP information, or remotely, through active probing or passive
flow-based analysis.  However, local SNMP information may not be
available due to administrative restrictions, and existing remote
approaches are not used systematically because of their network or
computation overhead.  This paper proposes a new approach to remotely
detect the presence of bottleneck links using spectral and statistical
analysis of traffic.  Our approach is \emph{passive}, operates on
\emph{aggregate traffic} without flow separation, and supports
\emph{remote detection} of bottlenecks, addressing some of the major
limitations of existing approaches.  Our technique assumes that
traffic through the bottleneck is dominated by packets with a common
size (typically the maximum transfer unit, for reasons discussed in
Section \ref{sec:spectral_testbed}).  With this assumption, we observe
that bottlenecks imprint periodicities on packet transmissions based
on the packet size and link bandwidth.  Such periodicities manifest
themselves as strong frequencies in the spectral representation of the
aggregate traffic observed at a downstream monitoring point.  We
propose a detection algorithm based on rigorous statistical methods to
detect the presence of bottleneck links by examining strong
frequencies in aggregate traffic.  We use data from live Internet
traces to evaluate the performance of our algorithm under various
network conditions. Results show that with proper parameters our
algorithm can provide excellent accuracy (up to 95\%) even if the
traffic through the bottleneck link accounts for less than 10\% of the
aggregate traffic.
",
}

Persistently saturated links are abnormal conditions that indicate bottlenecks in Internet traffic. Network operators are interested in detecting such links for troubleshooting, to improve capacity planning and traffic estimation, and to detect denial-of-service attacks. Currently bottleneck links can be detected either locally, through SNMP information, or remotely, through active probing or passive flow-based analysis. However, local SNMP information may not be available due to administrative restrictions, and existing remote approaches are not used systematically because of their network or computation overhead. This paper proposes a new approach to remotely detect the presence of bottleneck links using spectral and statistical analysis of traffic. Our approach is \emphpassive, operates on \emphaggregate traffic without flow separation, and supports \emphremote detection of bottlenecks, addressing some of the major limitations of existing approaches. Our technique assumes that traffic through the bottleneck is dominated by packets with a common size (typically the maximum transfer unit, for reasons discussed in Section e̊fsec:spectral_testbed). With this assumption, we observe that bottlenecks imprint periodicities on packet transmissions based on the packet size and link bandwidth. Such periodicities manifest themselves as strong frequencies in the spectral representation of the aggregate traffic observed at a downstream monitoring point. We propose a detection algorithm based on rigorous statistical methods to detect the presence of bottleneck links by examining strong frequencies in aggregate traffic. We use data from live Internet traces to evaluate the performance of our algorithm under various network conditions. Results show that with proper parameters our algorithm can provide excellent accuracy (up to 95%) even if the traffic through the bottleneck link accounts for less than 10% of the aggregate traffic.

@InProceedings{	  juve2008provisioning,
  Author	= {Gideon Juve and Ewa Deelman},
  URL		= {http://pegasus.isi.edu/publications/2008/JuveG-ResourceProvisioningOptions.pdf},
  Title		= {Resource Provisioning Options for Large-Scale Scientific
		  Workflows},
  BookTitle	= {Third International Workshop on Scientific Workflows and
		  Business Workflow Standards in e-Science (SWBES) in
		  conjunction with Fourth IEEE International Conference on
		  e-Science (e-Science 2008)},
  Year		= {2008}
}

@article{szekely2008scheduling,
  title={Scheduling the Activities of Distributed Teams},
  author={Szekely, Pedro and Maheswaran, Rajiv and Rogers, Craig Milo and Sanchez, Romeo},
  year={2008}
}

@article{DBLP:journals/software/WoollardMGM08,
  author       = {David Woollard and
                  Nenad Medvidovic and
                  Yolanda Gil and
                  Chris Mattmann},
  title        = {Scientific Software as Workflows: From Discovery to Distribution},
  journal      = {{IEEE} Softw.},
  volume       = {25},
  number       = {4},
  pages        = {37--43},
  year         = {2008},
  url          = {https://doi.org/10.1109/MS.2008.92},
  doi          = {10.1109/MS.2008.92},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/software/WoollardMGM08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{proc_carlos:improvisationelicitationiemocap:interspeech08,
 author = {Busso, Carlos and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/77fc92aeb49ad157b3e2161e54d8d31d11a2.pdf},
 location = {Brisbane, Australia},
 month = {Sep},
 pages = {1670-1673},
 title = {Scripted Dialogs Versus Improvisation: Lessons Learned About Emotional Elicitation Techniques from the IEMOCAP Database},
 year = {2008}
}

@article{Bresch2008Seeingspeech:Capturingvocal,
 author = {Bresch, Erik and Kim, Yoon-Chul and Nayak, Krishna S. and Byrd, Dani and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 doi = {10.1109/MSP.2008.918034},
 journal = {IEEE Signal Processing Magazine},
 link = {http://sail.usc.edu/publications/files/breschspm2008.pdf},
 month = {May},
 number = {3},
 pages = {123-132},
 title = {Seeing speech: Capturing vocal tract shaping using real-time magnetic resonance imaging},
 volume = {25},
 year = {2008}
}

@inproceedings{proc_emily:avfeaturessyntheticchar:ism08,
 address = {Berkeley, CA},
 author = {Mower, Emily and Mataric, Maja J. and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of the IEEE International Symposium on Multimedia (ISM)},
 doi = {https://doi.org/10.1109/ism.2008.78},
 link = {http://sail.usc.edu/publications/files/MowerISM2008.pdf},
 month = {Dec},
 pages = {190-195},
 title = {Selection of emotionally salient audio-visual features for modeling human evaluations of synthetic character emotion displays},
 year = {2008}
}

@article{DBLP:journals/pieee/HallGL08,
  author       = {Mary W. Hall and
                  Yolanda Gil and
                  Robert F. Lucas},
  title        = {Self-Configuring Applications for Heterogeneous Systems: Program Composition
                  and Optimization Using Cognitive Techniques},
  journal      = {Proc. {IEEE}},
  volume       = {96},
  number       = {5},
  pages        = {849--862},
  year         = {2008},
  url          = {https://doi.org/10.1109/JPROC.2008.917733},
  doi          = {10.1109/JPROC.2008.917733},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pieee/HallGL08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{barish08:aij,
  author =  "Greg Barish and Craig A. Knoblock",
  title =   "Speculative Plan Execution for Information Gathering",
  journal = "Artificial Intelligence",
  volume =  "172",
  Number =  "4-5",
  Year =    "2008",
  Pages =   "413--453",
  urlLink= "http://dx.doi.org/10.1016/j.artint.2007.08.002",
  urlPaper= "http://usc-isi-i2.github.io/papers/barish08-aij.pdf",
  Keywords = {"Dataflow Execution"}}
  

@article{Han2008Strategiestoimprovethe,
 author = {Han, Kyu Jeong and Kim, Samuel and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 doi = {https://doi.org/10.1109/tasl.2008.2002085},
 journal = {IEEE Transactions on Audio, Speech, and Language Processing},
 link = {http://sail.usc.edu/publications/files/HanTASLP2008.pdf},
 month = {Nov},
 number = {8},
 pages = {1590-1601},
 title = {Strategies to improve the robustness of agglomerative hierarchical clustering under data source variation for speaker diarization},
 volume = {16},
 year = {2008}
}

@INPROCEEDINGS{Anderson200807,
Author = {Anderson, Erik and Kang, Dong-In and French, Matthew},
Booktitle = {The International Conference on Engineering of Reconfigurable Systems and Algorithms},
Title = {System on a Programmable Chip Adapation Through Active Partial Reconfiguration},
year = {2008},
month = {July},
keywords={FPGA; Partial runtime reconfiguration},
isbn = {},
address = {Leeds, United Kingdom},
}

@InProceedings{Syed08a,
	author = "Affan A. Syed and Wei Ye and John Heidemann",
	title = 	"T-Lohi: A New Class of MAC Protocols for
                         Underwater Acoustic Sensor Networks",
	booktitle = 	"Proceedings of the " # " IEEE Infocom",
	year = 		2008,
	sortdate = "2008-05-01",
	project = "ilense, snuse, cisoft",
	jsubject = "sensornet_high_latency",
	publisher =	"IEEE",
	address =	"Phoenix, Arizona, USA",
	month =		apr,
	xpages =		"none",
	location =	"johnh: pafile",
	keywords =	"Lohi, underwater MAC, acoustic networks",
	supporting = "The simulator used in this paper is available at
                         \url{http://www.isi.edu/ilense/software/}.",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "IEEE",
	copyrightterms = "	Personal use of this material is permitted.  However, 	permission to reprint/republish this material for advertising 	or promotional purposes or for creating new collective works         for resale or redistribution to servers or lists, 	or to reuse any copyrighted component of this work in other works 	must be obtained from the IEEE. ",
	doi = "http://dx.doi.org/10.1109/INFOCOM.2008.55",
	url = "http://www.isi.edu/%7ejohnh/PAPERS/Syed08a.html",
	pdfurl = "http://www.isi.edu/%7ejohnh/PAPERS/Syed08a.pdf",
	abstract = "
This paper introduces T-Lohi, a new class of distributed and
energy-efficient media-access protocols (MAC) for underwater acoustic
sensor networks (UWSN).  MAC design for UWSN faces significant
challenges. For example, acoustic communication suffers from latencies
five orders-of-magnitude larger than radio communication, so a naive
CSMA MAC would require very long listen time resulting in low
throughput and poor energy efficiency.  In this paper, we first
identify unique characteristics in underwater networking that may
affect all MACs, such as space-time uncertainty and deafness
conditions.  We then develop T-Lohi employing a novel tone-based
contention resolution mechanism that exploits space-time uncertainty
and high latency to detect collisions and \emph{count contenders},
achieving good throughput across all offered loads.  Lohi uses our
low-power wake-up receiver to significantly reduce energy consumption.
Finally, we evaluate design choices and protocol performance through
extensive simulation.  The results show that the energy cost of packet
transmission is within~3--9\% of optimal, and that Lohi achieves good
channel utilization, within~30\% utilization of the theoretical
maximum.  We also show that Lohi is stable and fair under both low and
very high offered loads.
",
}

%	title = 	"Comparison and Evaluation of the {T-Lohi} {MAC} for Underwater Acoustic Sensor Networks",

This paper introduces T-Lohi, a new class of distributed and energy-efficient media-access protocols (MAC) for underwater acoustic sensor networks (UWSN). MAC design for UWSN faces significant challenges. For example, acoustic communication suffers from latencies five orders-of-magnitude larger than radio communication, so a naive CSMA MAC would require very long listen time resulting in low throughput and poor energy efficiency. In this paper, we first identify unique characteristics in underwater networking that may affect all MACs, such as space-time uncertainty and deafness conditions. We then develop T-Lohi employing a novel tone-based contention resolution mechanism that exploits space-time uncertainty and high latency to detect collisions and \emphcount contenders, achieving good throughput across all offered loads. Lohi uses our low-power wake-up receiver to significantly reduce energy consumption. Finally, we evaluate design choices and protocol performance through extensive simulation. The results show that the energy cost of packet transmission is within 3–9% of optimal, and that Lohi achieves good channel utilization, within 30% utilization of the theoretical maximum. We also show that Lohi is stable and fair under both low and very high offered loads.

@inproceedings{rajasekhar2008b,
	author = {Yamuna Rajasekhar and William V. Kritikos and Andrew G. Schmidt and Ron Sass},
	booktitle = {Proceedings of the 18th Annual Conference on Field Programmable Logic and Applications (FPL{\textquoteright}08)},
	publisher = {IEEE Computer Society},
	title = {Teaching FPGA System Design via a Remote Laboratory Facility},
	year = {2008}}

@incollection{Ahn2008,
author = {Ahn, Jaesuk and DeAngelis, David and Barber, K Suzanne},
booktitle = {Springer LNCS: Trust in Agent Societies},
doi = {10.1007/978-3-540-92803-4_1},
file = {:home/dave/Documents/References/Ahn, DeAngelis, Barber - 2008 - Teammate Selection Using Multi-dimensional Trust and Attitude Models.pdf:pdf},
keywords = {coalition formation,multi-dimensional trust,partner evaluation},
pages = {1--24},
title = {Teammate Selection Using Multi-dimensional Trust and Attitude Models},
url = {http://link.springer.com/10.1007/978-3-540-92803-4{\_}1},
volume = {5396},
year = {2008}
}

@article{mirkovic2008testing,
  title={Testing a collaborative DDoS defense in a red team/blue team exercise},
  author={Mirkovic, Jelena and Reiher, Peter and Papadopoulos, Christos and Hussain, Alefiya and Shepard, Marla and Berg, Michael and Jung, Robert},
  journal={IEEE Transactions on Computers},
  volume={57},
  number={8},
  pages={1098--1112},
  year={2008},
  publisher={IEEE}
}

@InProceedings{	  deelman2008cost,
  Author	= {Ewa Deelman and Gurmeet Singh and Miron Livny and Bruce
		  Berriman and John Good},
  URL		= {http://pegasus.isi.edu/publications/2008/deelman_sc08_corrected.pdf},
  Title		= {The Cost of Doing Science on the Cloud: The Montage
		  Example},
  BookTitle	= {Supercomputing 2008},
  Year		= {2008}
}

@inproceedings{proc_kyu:sailspeakerdirizationspontaneousmeeting:mmsp08,
 address = {Cairns, Australia},
 author = {Han, Kyu Jeong and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 bib2html_rescat = {rats},
 booktitle = {Proceedings of the International Workshop on Multimedia Signal Processing (MMSP)},
 doi = {10.1109/MMSP.2008.4665214},
 link = {http://sail.usc.edu/publications/files/HanMMSP2008.pdf},
 month = {Oct},
 pages = {966-971},
 title = {The SAIL speaker diarization system for analysis of spontaneous meetings},
 year = {2008}
}

@inproceedings{grimm2008vera,
	title = {The {Vera} am {Mittag} {German} audio-visual emotional speech database},
	doi = {10.1109/ICME.2008.4607572},
	booktitle = {2008 {IEEE} international conference on multimedia and expo},
	publisher = {IEEE},
	author = {Grimm, Michael and Kroschel, Kristian and Narayanan, Shrikanth},
	year = {2008},
	pages = {865--868},
}

@inproceedings{proc_carlos:emotionsselfvsothers:interspeech08,
 address = {Brisbane, Australia},
 author = {Busso, Carlos and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/bussointerspeech2008.pdf},
 month = {Sep},
 pages = {257-260},
 title = {The expression and perception of emotions: Comparing assessments of self versus others},
 year = {2008}
}

@article{DBLP:journals/arobots/CrespiGL08,
  author       = {Valentino Crespi and
                  Aram Galstyan and
                  Kristina Lerman},
  title        = {Top-down vs bottom-up methodologies in multi-agent system design},
  journal      = {Auton. Robots},
  volume       = {24},
  number       = {3},
  pages        = {303--313},
  year         = {2008},
  url          = {https://doi.org/10.1007/s10514-007-9080-5},
  doi          = {10.1007/S10514-007-9080-5},
  timestamp    = {Thu, 18 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/arobots/CrespiGL08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{PhysRevD.77.066004,
  title = {Topology-changing first order phase transition and the dynamics of flavor},
  author = {Albash, Tameem and Filev, Veselin and Johnson, Clifford V. and Kundu, Arnab},
  journal = {Phys. Rev. D},
  volume = {77},
  issue = {6},
  pages = {066004},
  numpages = {9},
  year = {2008},
  month = {Mar},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevD.77.066004},
  url = {https://link.aps.org/doi/10.1103/PhysRevD.77.066004}
}

@inproceedings{proc_emil:unsupervisedspeechtranslator:interspeech08,
 address = {Brisbane, Australia},
 author = {Ettelaie, Emil and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 doi = {10.1016/j.csl.2012.03.001},
 link = {http://sail.usc.edu/publications/files/ettelaie2008_towards-unsuper.pdf},
 month = {Sep},
 pages = {2739-2742},
 title = {Towards Unsupervised Training of the Classifier-based Speech Translator},
 year = {2008}
}

@inproceedings{DBLP:conf/iui/GilR08,
  author       = {Yolanda Gil and
                  Varun Ratnakar},
  editor       = {Jeffrey M. Bradshaw and
                  Henry Lieberman and
                  Steffen Staab},
  title        = {Towards intelligent assistance for to-do lists},
  booktitle    = {Proceedings of the 13th International Conference on Intelligent User
                  Interfaces, {IUI} 2008, Gran Canaria, Canary Islands, Spain, January
                  13-16, 2008},
  pages        = {329--332},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1378773.1378822},
  doi          = {10.1145/1378773.1378822},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iui/GilR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@Article{graehlknightmay08:cl,
  author = 	 {Jonathan Graehl and Kevin Knight and Jonathan May},
  title = 	 {Training Tree Transducers},
  journal = 	 {Computational Linguistics},
  year = 	 2008,
  volume =	 34,
  number =	 3,
  pages =	 {391--427},
  month =	 {September}
}

@inproceedings{proc_joe:treegrammersprosodicstructure:interspeech08,
 address = {Brisbane, Australia},
 author = {Tepperman, Joseph and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/teppermaninterspeech2008[2].pdf},
 month = {Sep},
 pages = {2286-2289},
 title = {Tree grammars as models of prosodic structure},
 year = {2008}
}

@article{Tepperman2008Usingarticulatoryrepresentationsto,
 author = {Tepperman, Joseph and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 doi = {https://doi.org/10.1109/tasl.2007.909330},
 journal = {IEEE Transactions on Audio, Speech, and Language Processing},
 link = {http://sail.usc.edu/publications/files/TeppermanTASLP2008.pdf},
 month = {Jan},
 number = {1},
 pages = {8-22},
 title = {Using articulatory representations to detect segmental errors in nonnative pronunciation},
 volume = {16},
 year = {2008}
}

@inproceedings{jin2008vizscript,
  title={Vizscript: on the creation of efficient visualizations for understanding complex multi-agent systems},
  author={Jin, Jing and Sanchez, Romeo and Maheswaran, Rajiv T and Szekely, Pedro},
  booktitle={Proceedings of the 13th international conference on Intelligent user interfaces},
  pages={40--49},
  year={2008},
  organization={ACM}
}

@article{Chervenak2008a,
	acmid = {1453168},
	address = {{Inderscience Publishers, Geneva, SWITZERLAND}},
	author = {Chervenak, Ann and Schuler, Robert and Kesselman, Carl and Koranda, Scott and Moe, Brian},
	date-added = {2018-09-12 15:11:16 -0700},
	date-modified = {2020-01-21 15:51:59 -0800},
	issn = {1740-0562},
	issue_date = {October 2008},
	journal = {Int. J. High Perform. Comput. Netw.},
	keywords = {data management,data replication,grid computing,scientific collaboration},
	month = oct,
	number = {3},
	pages = {124--134},
	publisher = {{Inderscience Publishers}},
	title = {Wide {{Area Data Replication}} for {{Scientific Collaborations}}},
	volume = {5},
	year = {2008}}

@InProceedings{	  singh2008clustering,
  Author	= {Gurmeet Singh and Mei-Hui Su and Karan Vahi and Ewa
		  Deelman and Bruce Berriman and John Good and Daniel S. Katz
		  and Gaurang Mehta},
  URL		= {http://pegasus.isi.edu/publications/2008/MardiGras_v3.pdf},
  Title		= {Workflow Task Clustering for Best Effort Systems with
		  Pegasus},
  BookTitle	= {Mardi Gras Conference},
  Year		= {2008}
}

@Article{	  deelman2008fgcs,
  Author	= {Ewa Deelman and Dennis Gannon and Matthew Shields and Ian
		  Taylor},
  URL		= {http://dx.doi.org/10.1016/j.future.2008.06.012},
  Title		= {Workflows and e-Science: An Overview of Workflow System
		  Features and Capabilities},
  Journal	= {Future Generation Computer Systems},
  Month		= {July},
  Year		= {2008}
}

@inproceedings{wilson2007seer,
  title={$\{$SEER$\}$: A Security Experimentation $\{$EnviRonment$\}$ for $\{$DETER$\}$},
  author={Wilson, Brett and Ko, Calvin and Hussain, Alefiya},
  booktitle={DETER Community Workshop on Cyber Security Experimentation and Test 2007 (DETER 2007)},
  year={2007}
}

@inproceedings{proc_tepperman:bayesnetwordlevelreading:icslp07,
 address = {Antwerp, Belgium},
 author = {Tepperman, Joseph and Black, Matthew P. and Price, Patti and Lee, Sungbok and Kazemzadeh, Abe and Gerosa, Matteo and Heritage, Margaret and Alwan, Abeer and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/TeppermanInterSpeech2007[1].pdf},
 month = {August},
 pages = {2185-2188},
 title = {A Bayesian Network Classifier for Word-level Reading Assessment},
 year = {2007}
}

@PhDThesis{thakkar07:thesis,
   Author = "Snehal Thakkar",
   Title = "A Data Integration Approach to Dynamically Fusing Geospatial Sources",
   School = "Department of Computer Science, University of Southern California",
   Year = "2007"}
   
   

@inproceedings{Chervenak2007a,
	acmid = {1374611},
	address = {{New York, NY, USA}},
	author = {Chervenak, Ann L. and Schuler, Robert},
	bdsk-url-2 = {https://doi.org/10.1145/1374596.1374611},
	booktitle = {Proceedings of the {{2Nd International Workshop}} on {{Petascale Data Storage}}: {{Held}} in {{Conjunction}} with {{Supercomputing}} '07},
	date-added = {2018-09-12 15:11:16 -0700},
	date-modified = {2020-01-21 15:51:59 -0800},
	isbn = {978-1-59593-899-2},
	keywords = {data management,data placement,data staging,distributed computing,workflow management},
	pages = {63--68},
	publisher = {{ACM}},
	series = {{{PDSW}} '07},
	title = {A {{Data Placement Service}} for {{Petascale Applications}}},
	year = {2007}}

@inproceedings{proc_kyu:stoppingcriteriondiarization:icslp07,
 address = {Antwerp, Belgium},
 author = {Han, Kyu Jeong and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/HanInterSpeech2007.pdf},
 month = {Aug},
 pages = {1853-1856},
 title = {A robust stopping criterion for agglomerative hierarchical clustering in a speaker diarization system},
 year = {2007}
}

@inproceedings{proc_ozelem:saliencyattentionsyllable:icslp07,
 address = {Antwerp, Belgium},
 author = {Kalinli, Ozlem and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/kalinliinterspeech2007.pdf},
 month = {Aug},
 pages = {1941-1944},
 title = {A saliency-based auditory attention model with applications to unsupervised prominent syllable detection in speech},
 year = {2007}
}

@inproceedings{proc_bulut:postagsemotionalspeech:icassp07,
 address = {Honolulu, Hawaii},
 author = {Bulut, Murtaza and Lee, Sungbok and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2007.367300},
 keyword = {conversion, emotion, energy, POS, prosody},
 link = {http://sail.usc.edu/publications/files/buluticassp2007.pdf},
 month = {Apr},
 pages = {1237-1240},
 title = {A statistical approach for modeling prosody features using POS tags for emotional speech synthesis},
 year = {2007}
}

@article{DBLP:journals/ws/ArtzG07,
  author       = {Donovan Artz and
                  Yolanda Gil},
  title        = {A survey of trust in computer science and the Semantic Web},
  journal      = {J. Web Semant.},
  volume       = {5},
  number       = {2},
  pages        = {58--71},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.websem.2007.03.002},
  doi          = {10.1016/J.WEBSEM.2007.03.002},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ws/ArtzG07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{proc_alwan:techbasedassessmentrolemultiple:mmsp07,
 address = {Chania, Greece},
 author = {Alwan, Abeer and Bai, Yijian and Black, Matthew P. and Caseyz, Larry and Gerosa, Matteo and Heritage, Margaret and Iseli, Markus and Jones, Barbara and Kazemzadeh, Abe and Lee, Sungbok and Narayanan, Shrikanth S. and Price, Patti and Tepperman, Joseph and Wang, Shizhen},
 bib2html_rescat = {care},
 booktitle = {Proceedings of the IEEE International Workshop on Multimedia Signal Processing (MMSP)},
 doi = {10.1109/MMSP.2007.4412810},
 link = {http://sail.usc.edu/publications/files/alwanmmsp2007.pdf},
 month = {Oct},
 pages = {26-30},
 title = {A system for technology based assessment of language and literacy in young children: The role of multiple information sources},
 year = {2007}
}

@inproceedings{proc_tepperman:textfreenonnativeintonation:icslp07,
 address = {Antwerp, Belgium},
 author = {Tepperman, Joseph and Kazemzadeh, Abe and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/TeppermanInterSpeech2007.pdf},
 month = {Aug},
 pages = {2169-2172},
 title = {A text-free approach to assessing nonnative intonation},
 year = {2007}
}

@inproceedings{mirkovic2007user,
  title={A user-centric metric for denial-of-service measurement},
  author={Mirkovic, Jelena and Hussain, Alefiya and Wilson, Brett and Fahmy, Sonia and Reiher, Peter and Thomas, Roshan and Yao, Wei-Min and Schwab, Stephen},
  booktitle={Proc. of Workshop on Experimental Comp. Sci},
  year={2007}
}

@InProceedings{ambite2007:dgo-ph,
  author = 	 {Jos\'{e} Luis Ambite and Genevieve Giuliano and Peter Gordon},
  title = 	 {ARGOS: Dynamic Composition of Web Services for Goods
Movement Analysis and Planning (Project Highlights 2007)},
  booktitle = {Proceedings of the 8th Annual International Conference on Digital Government Research (dg.o2007)},
  month = {May},
  year = 	 {2007},
  urlPaper ="http://www.isi.edu/~ambite/ambite-dgo2007-ph-final.pdf",
  address = 	 {Philadelphia, PA, USA}
}

@inproceedings{barnhart2007advancing,
  title={Advancing Exploration Risk Reduction and Workforce Motivation through Dynamic Flight Testing},
  author={Barnhart, David and Sullivan, Joe and Will, Peter and Gruntman, Mike},
  booktitle={AIAA Space 2007 Conference},
  year={2007},
  url = {https://doi.org/10.2514/6.2007-6040}
}

@inproceedings{Barber2007,
address = {New York, New York, USA},
author = {Barber, K. Suzanne and Ahn, Jaesuk and Budalakoti, Suratna and DeAngelis, David and Fullam, K. K. and Jones, Chris L. D. and Sui, Xin},
booktitle = {Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007)},
doi = {10.1145/1329125.1329442},
file = {:home/dave/Documents/References/Barber et al. - 2007 - Agent trust evaluation and team formation in heterogeneous organizations.pdf:pdf},
isbn = {9788190426275},
pages = {1},
publisher = {ACM Press},
title = {Agent trust evaluation and team formation in heterogeneous organizations},
url = {http://portal.acm.org/citation.cfm?id=1329125.1329442 https://dl.acm.org/doi/abs/10.1145/1329125.1329442},
volume = {0},
year = {2007}
}

@inproceedings{michelson07:and,
  author = "Matthew Michelson and Craig A. Knoblock", 
  title = "An Automatic Approach to Semantic Annotation of Unstructured, Ungrammatical Sources: A First Look",   
  booktitle = "Proceedings of the 1st IJCAI Workshop on Analytics for Noisy Unstructured Text Data", 
  location = "Hyderabad, India", 
  year = "2007",
  urlPaper= "http://usc-isi-i2.github.io/papers/michelson07-and.pdf",
  Keywords = {"Information Extraction"}}

@proceedings {7343,
	title = {An Experimental Approach to Integrating NetFlow Flow-level Records and NLANR Packet-level Traces},
	journal = {2nd International Conference on Internet Monitoring and Protection (IEEE Computer Society Press)},
	year = {2007},
	month = {07/2007},
	address = {Silicon Valley},
	author = {Zhang, C. and B. Liu and X. Su and H. Alvarez and J. Ibarra}
}

@article{Wang2007Anacousticmeasurefor,
 author = {Wang, Dagen and Narayanan, Shrikanth S.},
 doi = {10.1109/TASL.2006.881703},
 journal = {IEEE Transactions on Audio, Speech, and Language Processing},
 keyword = {part of speech, prominence detection, rich speech transcription, spoken language processing},
 link = {http://sail.usc.edu/publications/files/wang_tasl_2007.pdf},
 month = {Feb},
 number = {2},
 pages = {690-701},
 title = {An acoustic measure for word prominence in spontaneous speech},
 volume = {15},
 year = {2007}
}

@inproceedings{proc_sundaram:clusteringworddescriptions:icassp07,
 address = {Honolulu, Hawaii},
 author = {Sundaram, Shiva and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2007.366349},
 link = {http://sail.usc.edu/publications/files/sundaramicassp2007[1].pdf},
 month = {Apr},
 pages = {769-772},
 title = {Analysis of audio clustering using word descriptions},
 year = {2007}
}

@inproceedings{proc_murtaza:emotionalspeechprosody:icslp07,
 address = {Antwerp, Belgium},
 author = {Bulut, Murtaza and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/bulutinterspeech2007.pdf},
 month = {Aug},
 pages = {626-629},
 title = {Analysis of emotional speech prosody in terms of part of speech tags},
 year = {2007}
}

@inproceedings{proc_jongho:multimodalbehaviorsconceptmatching:mmsp07,
 address = {Chania, Greece},
 author = {Shin, JongHo and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the IEEE International Workshop on Multimedia Signal Processing (MMSP)},
 doi = {10.1109/MMSP.2007.4412867},
 link = {http://sail.usc.edu/publications/files/ShinMMSP2007.pdf},
 location = {BEST STUDENT PAPER AWARD},
 month = {Oct},
 pages = {259-263},
 title = {Analyzing the Multimodal Behaviors of Users of a Speech-to-Speech Translation Device by Using Concept Matching Scores},
 year = {2007}
}

@inproceedings{DeAngelis2007,
address = {Honolulu Hawaii},
author = {DeAngelis, David and Barber, K. Suzanne},
booktitle = {Proceedings of the Workshop on Trust in Agent Societies at the Fourth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005)},
file = {:home/dave/Documents/References/DeAngelis, Barber - 2007 - Applying Trust to a Secure Message Passing Domain.pdf:pdf},
pages = {39},
publisher = {Citeseer},
title = {Applying Trust to a Secure Message Passing Domain},
url = {https://pdfs.semanticscholar.org/b371/94a373c6f962e2b2b31d2793160848a0acaa.pdf},
year = {2007}
}

@InProceedings{ambite2007:dgo-sd,
  author = 	 {Jos\'{e} Luis Ambite and Dipsy Kapoor},
  title = 	 {Argos: A Framework for Automatically Generating
Data Processing Workflows},
  booktitle = {Proceedings of the 8th Annual International Conference on Digital Government Research (dg.o2007)},
  month = {May},
  year = 	 {2007},
  address = 	 {Philadelphia, PA, USA},
  urlPaper ="http://www.isi.edu/~ambite/ambite-dgo2007-sd-final.pdf",
  note = {(System Demonstration)}
}

@inproceedings{Ahn2007,
address = {Fremont, California},
author = {Ahn, Jaesuk and DeAngelis, David and Barber, Suzanne},
booktitle = {2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'07)},
doi = {10.1109/IAT.2007.77},
file = {:home/dave/Documents/References/Ahn, DeAngelis, Barber - 2007 - Attitude Driven Team Formation using Multi-Dimensional Trust.pdf:pdf},
isbn = {0-7695-3027-3},
month = {nov},
pages = {229--235},
publisher = {IEEE},
title = {Attitude Driven Team Formation using Multi-Dimensional Trust},
url = {http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=4407287 http://ieeexplore.ieee.org/document/4407287/},
year = {2007}
}

@InProceedings{ambite2007:dgo,
  author = 	 {Jos\'{e} Luis Ambite and Dipsy Kapoor},
  title = 	 {Automatic Generation of Data Processing Workflows for Transportation Modeling},
  booktitle = {Proceedings of the 8th Annual International Conference on Digital Government Research (dg.o2007)},
  month = {May},
  year = 	 {2007},
  address = 	 {Philadelphia, PA, USA},
  urlPaper="http://www.isi.edu/~ambite/ambite-dgo2007-final.pdf",
  note = 	 {{\bf Best Paper Award}}
}

@article{Sundaram2007Automaticacousticsynthesisof,
 author = {Sundaram, Shiva and Narayanan, Shrikanth S.},
 bib2html_rescat = {care},
 journal = {Journal of the Acoustical Society of America},
 link = {http://sail.usc.edu/publications/files/sundaram_jasa_2007.pdf},
 month = {Jan},
 number = {1},
 pages = {527-535},
 title = {Automatic acoustic synthesis of human-like laughter},
 volume = {121},
 year = {2007}
}

@inproceedings{proc_matthew:classdisfluentreadmiscues:icslp07,
 address = {Antwerp, Belgium},
 author = {Black, Matthew P. and Tepperman, Joseph and Lee, Sungbok and Price, Patti and Narayanan, Shrikanth S.},
 bib2html_rescat = {care},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/black_interspeech_2007.pdf},
 month = {Aug},
 pages = {206-209},
 title = {Automatic detection and classification of disfluent reading miscues in young childrens speech for the purpose of assessment},
 year = {2007}
}

@InProceedings{ambite2007:iswc,
  author = 	 {Jos\'{e} Luis Ambite and Dipsy Kapoor},
  title = 	 {Automatically Composing Data Workflows with Relational Descriptions and Shim Services},
  booktitle =    {Proceedings of the 6th International Semantic Web Conference},
  urlPaper ="http://www.isi.edu/~ambite/ambite-iswc2007.pdf",
  month = {November},
  year = 	 {2007},
  address = 	 {Busan, Korea}
}

@inproceedings{mirkovic2007automating,
  title={Automating DDoS Experimentation.},
  author={Mirkovic, Jelena and Wilson, Brett and Hussain, Alefiya and Fahmy, Sonia and Reiher, Peter and Thomas, Roshan and Schwab, Stephen},
  booktitle={Usenix Workshop on Cyber Security Experimentation},
  year={2007}
}

@inproceedings{mirkovic2007automating,
  title={Automating ddos experimentation},
  author={Mirkovic, Jelena and Wilson, Brett and Hussain, Alefiya and Fahmy, Sonia and Reiher, Peter and Thomas, Roshan and Schwab, Stephen and Centreville, VA},
  booktitle={Proc. of the DETER Community Workshop on Cyber Security Experimentation and Test. USENIX Association},
  year={2007}
}

@InProceedings{hogbergmalettimay07:ciaa,
  author = 	 {Johanna H\"{o}gberg and Andreas Maletti and Jonathan May},
  title = 	 {Backward and Forward Bisimulation Minimisation of Weighted Tree Automata},
  booktitle =	 {Proceedings of the 12th International Conference on Implementation and Application of Automata, CIAA 2007},
  pages =	 {109--121},
  year =	 2007,
  editor =	 {Jan Holub and Jan \v{Z}d\'{a}rek},
  volume =	 4783,
  series =	 {Lecture Notes in Computer Science},
  address =	 {Prague, Czech Republic},
  month =	 {July 16--18},
  publisher =	 {Springer-Verlag}
}

@inproceedings{michelson07:sss,
  author = "Matthew Michelson and Craig A. Knoblock", 
  title = "Beginning to Understand Unstructured, Ungrammatical Text: An Information Integration Approach", 
  booktitle = "Proceedings of the AAAI Spring Symposium on Machine Reading", 
  location = "Stanford, CA", 
  year = 2007,
  urlPaper= "http://usc-isi-i2.github.io/papers/michelson07-sss.pdf",
  Keywords = {"Information Extraction"}}

@InProceedings{hogbergmalettimay07:dlt,
  author = 	 {Johanna H\"{o}gberg and Andreas Maletti and Jonathan May},
  title = 	 {Bisimulation Minimisation for Weighted Tree Automata},
  booktitle =	 {Proceedings of the 11th International Conference on Developments in Language Theory, DLT 2007},
  pages =	 {229--240},
  year =	 2007,
  editor =	 {Tero Harju and Juhani Karhum\"{a}ki and Arto Lepist\"{o}},
  volume =	 4588,
  series =	 {Lecture Notes in Computer Science},
  address =	 {Turku, Finland},
  month =	 {July 3--6},
  publisher =	 {Springer-Verlag}
}

@inproceedings{tuchinda07:iui,
    author = "Rattapoom Tuchinda and Pedro Szekely and Craig A. Knoblock",
    title = "Building Data Integration Queries by Demonstration",
    booktitle = "{Proceedings of the International Conference on Intelligent User Interface}",
    month = "January",
    year = "2007",
    urlPresentation= "http://usc-isi-i2.github.io/slides/tuchinda07-iui-slides.pdf",
    urlPaper= "http://usc-isi-i2.github.io/papers/tuchinda07-iui.pdf",
    Keywords = {"Mashup Construction"}}

@article{Ananthakrishnan2007a,
	abstract = {The recent release of the Intergovernmental Panel on Climate Change (IPCC) 4th Assessment Report (AR4) has generated significant media attention. Much has been said about the US role in this report, which included significant support from the Department of Energy through the Scientific Discovery through Advanced Computing (SciDAC) and other Department of Energy (DOE) programs for climate model development and the production execution of simulations. The SciDAC-supported Earth System Grid Center for Enabling Technologies (ESG-CET) also played a major role in the IPCC AR4: all of the simulation data that went into the report was made available to climate scientists worldwide exclusively via the ESG-CET At the same time as the IPCC AR4 database was being developed, the National Center for Atmospheric Research (NCAR), a leading US climate science laboratory and a ESG participant, began publishing model runs from the Community Climate System Model (CCSM), and its predecessor the Parallel Coupled Model (PCM) through ESG In aggregate, ESG-CET provides seamless access to over 180 terabytes of distributed climate simulation data to over 6,000 registered users worldwide, who have taken delivery of more than 250 terabytes from the archive. Not only does this represent a substantial advance in scientific knowledge, it is also a major step forward in how we conduct the research process on a global scale. Moving forward, the next IPCC assessment report, AR5, will demand multi-site metadata federation for data discovery and cross-domain identity management for single sign-on of users in a more diverse federation enterprise environment. Towards this aim, ESG is leading the effort in the climate community towards standardization of material for the global federation of metadata, security, and data services required to standardize, analyze, and access data worldwide.},
	author = {Ananthakrishnan, R and Bernholdt, D E and Bharathi, S and Brown, D and Chen, M and Chervenak, A L and Cinquini, L and Drach, R and Foster, I T and Fox, P and Fraser, D and Halliday, K and Hankin, S and Jones, P and Kesselman, C and Middleton, D E and Schwidder, J and Schweitzer, R and Schuler, R and Shoshani, A and Siebenlist, F and Sim, A and Strand, W G and Wilhelmi, N and Su, M and Williams, D N},
	date-added = {2018-09-12 16:23:17 -0700},
	date-modified = {2020-01-21 15:51:59 -0800},
	journal = {Journal of Physics: Conference Series},
	number = {1},
	pages = {012050},
	title = {Building a Global Federation System for Climate Change Research: The Earth System Grid Center for Enabling Technologies ({{ESG-CET}})},
	volume = {78},
	year = {2007}}

The recent release of the Intergovernmental Panel on Climate Change (IPCC) 4th Assessment Report (AR4) has generated significant media attention. Much has been said about the US role in this report, which included significant support from the Department of Energy through the Scientific Discovery through Advanced Computing (SciDAC) and other Department of Energy (DOE) programs for climate model development and the production execution of simulations. The SciDAC-supported Earth System Grid Center for Enabling Technologies (ESG-CET) also played a major role in the IPCC AR4: all of the simulation data that went into the report was made available to climate scientists worldwide exclusively via the ESG-CET At the same time as the IPCC AR4 database was being developed, the National Center for Atmospheric Research (NCAR), a leading US climate science laboratory and a ESG participant, began publishing model runs from the Community Climate System Model (CCSM), and its predecessor the Parallel Coupled Model (PCM) through ESG In aggregate, ESG-CET provides seamless access to over 180 terabytes of distributed climate simulation data to over 6,000 registered users worldwide, who have taken delivery of more than 250 terabytes from the archive. Not only does this represent a substantial advance in scientific knowledge, it is also a major step forward in how we conduct the research process on a global scale. Moving forward, the next IPCC assessment report, AR5, will demand multi-site metadata federation for data discovery and cross-domain identity management for single sign-on of users in a more diverse federation enterprise environment. Towards this aim, ESG is leading the effort in the climate community towards standardization of material for the global federation of metadata, security, and data services required to standardize, analyze, and access data worldwide.

@article{wei2007building,
  title={Building reputations for internet clients},
  author={Wei, Songjie and Mirkovic, Jelena},
  journal={Electronic Notes in Theoretical Computer Science},
  volume={179},
  pages={17--30},
  year={2007},
  publisher={Elsevier}
}

@article{galstyan2007cascading,
  title={Cascading dynamics in modular networks},
  author={Galstyan, Aram and Cohen, Paul},
  journal={Physical Review E},
  volume={75},
  number={3},
  pages={036109},
  year={2007},
  publisher={American Physical Society}
}

@article{harbers2007centralized,
  title={Centralized, distributed or something else? Making timely decisions in multi-agent systems},
  author={Harbers, Tim and Maheswaran, Rajiv T and Szekely, Pedro},
  journal={PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE},
  volume={22},
  number={1},
  pages={738},
  year={2007},
  publisher={Menlo Park, CA; Cambridge, MA; London; AAAI Press; MIT Press; 1999}
}

@inproceedings{schmidt2007b,
	author = {Andrew G. Schmidt and Ron Sass},
	booktitle = {Proceedings of the 17th Annual International Conference on Field Programmable Logic and Applications (FPL{\textquoteright}07)},
	publisher = {IEEE Computer Society},
	title = {Characterizing Effective Memory Bandwidth of Designs with Concurrent High-Performance Computing Cores},
	year = {2007}}

@InProceedings{	  miles2007connecting,
  Author	= {Simon Miles and Ewa Deelman and Paul Groth and Karan Vahi
		  and Gaurang Mehta and Luc Moreau},
  URL		= {http://portal.acm.org/citation.cfm?id=1332478.1333573},
  Title		= {Connecting Scientific Data to Scientific Experiments with
		  Provenance},
  BookTitle	= {Third IEEE International Conference on e-Science and Grid
		  Computing (e-Science 2007)},
  Year		= {2007}
}

@proceedings {4215367,
	title = {CyberBridges A Model Collaboration Infrastructure for e-Science},
	journal = {Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid {\textquoteright}07)},
	year = {2007},
	month = {05/2007},
	pages = {65-72},
	keywords = {advanced networking, Biomedical engineering, Collaborative work, computer science education, creative process, CyberBridges pilot project, cyberinfrastructure, Design engineering, diverse science, e-Science, education collaborations, educational process, engineering computing, engineering disciplines, engineering education, graduate student education, grid computing, grid infrastructure, high performance computing, Information technology, information technology community, International collaboration, international research, Internet, model collaboration infrastructure, natural sciences computing, Online Communities/Technical Collaboration, Physics, professional process, Testing},
	doi = {10.1109/CCGRID.2007.35},
	author = {H. L. Alvarez and D. Chatfield and D. A. Cox and E. Crumpler and C. D{\textquoteright}Cunha and R. Gutierrez and J. Ibarra and E. Johnson and K. Kumar and T. Milledge and G. Narasimhan and S. M. Sadjadi and Zhang, C.}
}

@proceedings {7345,
	title = {CyberBridges: Integrating Advanced Grid Infrastructure with Science and Engineering},
	journal = {TeraGrid Conference},
	year = {2007},
	month = {06/2007},
	address = {Madison, Wisconsin},
	author = {H. Alvarez and J. Ibarra and K. Kumar and Zhang, C. and et al}
}

@inproceedings{mirkovic2007ddos,
  title={DDoS benchmarks and experimentation workbench for the DETER testbed},
  author={Mirkovic, Jelena and Wei, Songjie and Hussain, Alefiya and Wilson, Brett and Thomas, Roshan and Schwab, Stephen},
  booktitle={In Proceedings of the 3rd IEEE Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities (TridentCom 2007},
  year={2007}
}

@inproceedings{mirkovic2007ddos,
  title={DDoS benchmarks and experimenter's workbench for the DETER testbed},
  author={Mirkovic, Jelena and Wei, Songjie and Hussain, Alefiya and Wilson, Brett and Thomas, Roshan and Schwab, Stephen and Fahmy, Sonia and Chertov, Roman and Reiher, Peter},
  booktitle={2007 3rd International Conference on Testbeds and Research Infrastructure for the Development of Networks and Communities},
  pages={1--7},
  year={2007},
  organization={IEEE}
}

@InProceedings{	  chervenak2007placement,
  Author	= {Ann Chervenak and Ewa Deelman and Miron Livny and Mei-Hui
		  Su and Rob Schuler and Shishir Bharathi and Gaurang Mehta
		  and Karan Vahi},
  URL		= {http://pegasus.isi.edu/publications/grid2007.pdf},
  Title		= {Data Placement for Scientific Applications in Distributed
		  Environments},
  BookTitle	= {Proceedings of Grid Conference 2007},
  Year		= {2007}
}

@inproceedings{proc_sethy:stepwiseentropyminimization:icassp07,
 address = {Honolulu, Hawaii},
 author = {Sethy, Abhinav and Narayanan, Shrikanth S. and Ramabhadran, Bhuvana},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 keyword = {language model adaptation, relative entropy, speech recognition, TC-STAR, text mining},
 link = {http://sail.usc.edu/publications/files/sethy_icassp_2007.pdf},
 month = {Apr},
 pages = {177-180},
 title = {Data driven approach for language model adaptation using stepwise relative entropy minimization},
 year = {2007}
}

@Misc{Heidemann07d,
	author =	"John Heidemann",
	title =		"Data-Centric Networking as an ``Information Layer''",
	howpublished =	"Lightning Talk at NSF FIND PI meeting",
	year =		2007,
	sortdate = "2007-11-01",
	project = "ilense",
	jsubject = "sensornet_general",
	month =		nov,
	location =	"johnh: pafile",
	keywords =	"siss, sensor-internet, sensornet sharing",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/Heidemann07d.html",
	pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Heidemann07d.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	abstract = "
(No formal abstract, but this 5-minute talk described how
our work on the SISS project relates to information-level networking.)
",
}

(No formal abstract, but this 5-minute talk described how our work on the SISS project relates to information-level networking.)

@Article{Li07a,
	author = 	"Yuan Li and Wei Ye and John Heidemann and Rohit Kulkarni",
	title = 	"Design and Evaluation of Network Reconfiguration Protocols for Mostly-Off Sensor Networks",
	journal = 	"Computer Networks",
	year = 		2007,
	sortdate = "2007-12-01",
	project = "ilense, snuse, cisoft",
	jsubject = "chronological",
	month = dec,
	pages =		"to appear",
	note = "accepted in 2007, to appear in 2008",
	location =	"johnh: pafile",
	keywords =	"fabapp, fastbootmac, scp-mac",
	doi = "doi:10.1016/j.adhoc.2007.11.009",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/Li07a.html",
	pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Li07a.pdf",
	abstract = "
A new class of sensor network applications is \emph{mostly off}.
Exemplified by Intel's FabApp, in these applications the network
alternates between being off for hours or weeks, then activating to
collect data for a few minutes.  While configuration of traditional
sensornet applications is occasional and so need not be optimized,
these applications may spend half their active time in reconfiguration
every time when they wake up.  Therefore, new approaches are required
to efficiently ``resume'' a sensor network that has been ``suspended''
for long time.  This paper focuses on the key question of when the
network can determine that all nodes are awake and ready to
communicate.  Existing approaches assume worst-case clock drift, and
so must conservatively wait for minutes before starting an
application.  We propose two reconfiguration protocols to largely
reduce the energy cost during the process.  The first approach is
\emph{low-power listening with flooding}, where the network restarts
quickly by flooding a control message as soon as the first node
determines that the whole network is up.  The second protocol uses
\emph{local update with suppression}, where nodes only notify their
one-hop neighbors, avoiding the cost of flooding.  Both protocols are
fully distributed algorithms.  Through analysis, simulation and
testbed experiments, we show that both protocols are more energy
efficient than current approaches.  Flooding works best in
\emph{sparse} networks with 6 neighbors or less, while local update
with suppression works best in \emph{dense} networks (more than 6
neighbors).
",
}

A new class of sensor network applications is \emphmostly off. Exemplified by Intel's FabApp, in these applications the network alternates between being off for hours or weeks, then activating to collect data for a few minutes. While configuration of traditional sensornet applications is occasional and so need not be optimized, these applications may spend half their active time in reconfiguration every time when they wake up. Therefore, new approaches are required to efficiently ``resume'' a sensor network that has been ``suspended'' for long time. This paper focuses on the key question of when the network can determine that all nodes are awake and ready to communicate. Existing approaches assume worst-case clock drift, and so must conservatively wait for minutes before starting an application. We propose two reconfiguration protocols to largely reduce the energy cost during the process. The first approach is \emphlow-power listening with flooding, where the network restarts quickly by flooding a control message as soon as the first node determines that the whole network is up. The second protocol uses \emphlocal update with suppression, where nodes only notify their one-hop neighbors, avoiding the cost of flooding. Both protocols are fully distributed algorithms. Through analysis, simulation and testbed experiments, we show that both protocols are more energy efficient than current approaches. Flooding works best in \emphsparse networks with 6 neighbors or less, while local update with suppression works best in \emphdense networks (more than 6 neighbors).

@inproceedings{proc_sundaram:noisesourcescorticalrep:icassp07,
 address = {Honolulu, Hawaii},
 author = {Sundaram, Shiva and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2007.366654},
 link = {http://sail.usc.edu/publications/files/SundaramICASSP2007[2].pdf},
 month = {Apr},
 pages = {213-216},
 title = {Discriminating Two Types of Noise Sources Using Cortical Representation and Dimension Reduction Technique},
 volume = {1},
 year = {2007}
}

@INPROCEEDINGS{Lerman07snakdd,
  AUTHOR =       {Kristina Lerman},
  TITLE =        {Dynamics of Collaborative Document Rating Systems},
  BOOKTITLE =    {Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web Mining and Social Network Analysis},
  YEAR =         {2007},
  urlPaper = {http://www.isi.edu/~lerman/papers/rankdynamics3.pdf},
  keywords =    {social-dynamics},
}

@inproceedings{proc_ozelem:auditoryinspiredfeaturesautospch:eusipco07,
 address = {Poznan, Poland},
 author = {Kalinli, Ozlem and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of European Signal Processing Conference (EUSIPCO)},
 link = {http://sail.usc.edu/publications/files/KalinliEUSIPCO2007.pdf},
 month = {Sep},
 pages = {2385-2389},
 title = {Early Auditory Processing Inspired Features for Robust Automatic Speech Recognition},
 year = {2007}
}

@inproceedings{galstyan2007empirical,
  title={Empirical comparison of “hard” and “soft” label propagation for relational classification},
  author={Galstyan, Aram and Cohen, Paul R},
  booktitle={International Conference on Inductive Logic Programming},
  pages={98--111},
  year={2007},
  organization={Springer, Berlin, Heidelberg}
}

@article{Baranovski2007a,
	abstract = {Petascale science is an end-to-end endeavour, involving not only the creation of massive datasets at supercomputers or experimental facilities, but the subsequent analysis of that data by a user community that may be distributed across many laboratories and universities. The new SciDAC Center for Enabling Distributed Petascale Science (CEDPS) is developing tools to support this end-to-end process. These tools include data placement services for the reliable, high-performance, secure, and policy-driven placement of data within a distributed science environment; tools and techniques for the construction, operation, and provisioning of scalable science services; and tools for the detection and diagnosis of failures in end-to-end data placement and distributed application hosting configurations. In each area, we build on a strong base of existing technology and have made useful progress in the first year of the project. For example, we have recently achieved order-of-magnitude improvements in transfer times (for lots of small files) and implemented asynchronous data staging capabilities; demonstrated dynamic deployment of complex application stacks for the STAR experiment; and designed and deployed end-to-end troubleshooting services. We look forward to working with SciDAC application and technology projects to realize the promise of petascale science.},
	author = {Baranovski, Andrew and Bharathi, Shishir and Bresnahan, John and Chervenak, Ann and Foster, Ian and Fraser, Dan and Freeman, Tim and Gunter, Dan and Jackson, Keith and Keahey, Kate and Kesselman, Carl and Konerding, David E and Leroy, Nick and Link, Mike and Livny, Miron and Miller, Neill and Miller, Robert and Oleynik, Gene and Pearlman, Laura and Schopf, Jennifer M and Schuler, Robert and Tierney, Brian},
	date-added = {2018-09-12 16:21:47 -0700},
	date-modified = {2020-01-21 15:51:59 -0800},
	journal = {Journal of Physics: Conference Series},
	number = {1},
	pages = {012020},
	title = {Enabling Distributed Petascale Science},
	volume = {78},
	year = {2007}}

Petascale science is an end-to-end endeavour, involving not only the creation of massive datasets at supercomputers or experimental facilities, but the subsequent analysis of that data by a user community that may be distributed across many laboratories and universities. The new SciDAC Center for Enabling Distributed Petascale Science (CEDPS) is developing tools to support this end-to-end process. These tools include data placement services for the reliable, high-performance, secure, and policy-driven placement of data within a distributed science environment; tools and techniques for the construction, operation, and provisioning of scalable science services; and tools for the detection and diagnosis of failures in end-to-end data placement and distributed application hosting configurations. In each area, we build on a strong base of existing technology and have made useful progress in the first year of the project. For example, we have recently achieved order-of-magnitude improvements in transfer times (for lots of small files) and implemented asynchronous data staging capabilities; demonstrated dynamic deployment of complex application stacks for the STAR experiment; and designed and deployed end-to-end troubleshooting services. We look forward to working with SciDAC application and technology projects to realize the promise of petascale science.

@inproceedings{DBLP:conf/infocom/StathopoulosLMHEK07,
  author       = {Thanos Stathopoulos and
                  Martin Lukac and
                  Dustin McIntire and
                  John S. Heidemann and
                  Deborah Estrin and
                  William J. Kaiser},
  title        = {End-to-End Routing for Dual-Radio Sensor Networks},
  booktitle    = {{INFOCOM} 2007. 26th {IEEE} International Conference on Computer Communications,
                  Joint Conference of the {IEEE} Computer and Communications Societies,
                  6-12 May 2007, Anchorage, Alaska, {USA}},
  pages        = {2252--2260},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/INFCOM.2007.260},
  doi          = {10.1109/INFCOM.2007.260},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/infocom/StathopoulosLMHEK07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icia/GilC07,
  author       = {Yolanda Gil and
                  Timothy Chklovski},
  editor       = {Neil Yorke{-}Smith},
  title        = {Enhancing Interaction with To-Do Lists: Using Artificial Assistants},
  booktitle    = {Interaction Challenges for Intelligent Assistants, Papers from the
                  2007 {AAAI} Spring Symposium, 26-28 March 2007, Stanford University,
                  CA, {USA}},
  series       = {{AAAI} Technical Report},
  volume       = {{SS-07-04}},
  pages        = {43--51},
  publisher    = {{AAAI} Press},
  year         = {2007},
  timestamp    = {Tue, 10 Nov 2015 10:39:01 +0100},
  biburl       = {https://dblp.org/rec/conf/icia/GilC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{ knoblock2007:eb,
  title = {EntityBases: Compiling, Organizing and Querying Massive Entity Repositories},
  booktitle = {International Conference on Artificial Intelligence (ICAI'07)},
  author = {Craig A. Knoblock and Jos� Luis Ambite and Kavita Ganesan and Maria Muslea and Steven Minton and Greg Barish and Evan Gamble and Claude Nanjo and Kane See and Cyrus Shahabi and and Ching-Chien Chen},
  month = {June},
  year = {2007},
  address = {Las Vegas, Nevada, USA},
  urlpaper = {http://usc-isi-i2.github.io/papers/knoblock07-icai.pdf},
  Keywords = {"Record Linkage"}
}

@TechReport{Bartlett07c,
	author = "Genevieve Bartlett and John Heidemann and Christos
 Papadopoulos and James Pepin",
	title = "Estimating {P2P} Traffic Volume at {USC}",
	institution = 	"USC/Information Sciences Institute",
	year = 		2007,
	sortdate = 		"2007-06-01",
	number =	"ISI-TR-2007-645",
	month =		jun,
	keywords =	"peer-to-peer traffic characterization, p2p",
	jsubject = "traffic_detection",
	project = "ant, lander, madcat",
	jlocation =	"johnh: pafile",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Bartlett07c.html",
	pdfurl =		"https://ant.isi.edu/%7ejohnh/PAPERS/Bartlett07c.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	abstract = "
With the rise of peer-to-peer (P2P) file sharing applications there
has been an increasing interest in understanding the popularity and
use of P2P.  In this study, we look at P2P use on the University of
Southern California's campus network throughout a 14-hour period.  We
quantify the volume of traffic from P2P activity as well as the number
of campus hosts involved in P2P at USC.  Since port-matching
techniques often fail for P2P applications, we estimate traffic based
on both port-based and connection-pattern based techniques.  We do not
have access to packet data and so these measures provide only bounds
on P2P traffic.  In addition, while we identify P2P sharing, we cannot
comment the types of data being shared (either music or data,
restricted or freely available).  We find that 3--13\% of active hosts
on campus participate in P2P, and that this traffic accounts for
21--33\% of the bytes transferred to and from our campus.
",
}

With the rise of peer-to-peer (P2P) file sharing applications there has been an increasing interest in understanding the popularity and use of P2P. In this study, we look at P2P use on the University of Southern California's campus network throughout a 14-hour period. We quantify the volume of traffic from P2P activity as well as the number of campus hosts involved in P2P at USC. Since port-matching techniques often fail for P2P applications, we estimate traffic based on both port-based and connection-pattern based techniques. We do not have access to packet data and so these measures provide only bounds on P2P traffic. In addition, while we identify P2P sharing, we cannot comment the types of data being shared (either music or data, restricted or freely available). We find that 3–13% of active hosts on campus participate in P2P, and that this traffic accounts for 21–33% of the bytes transferred to and from our campus.

@TechReport{Son07a,
	author = "Dongjin Son and Bhaskar Krishnamachari and John Heidemann",
	title = "Evaluating the Importance of Concurrent Packet Communication in Wireless Networks",
	institution = 	"USC/Information Sciences Institute",
	year = 		2007,
	sortdate = "2007-04-01",
	project = "ilense, macss",
	jsubject = "wireless_propagation",
	number =	"ISI-TR-639",
	month =		apr,
	location =	"johnh: pafile",
	keywords =	"sensornets, 802.11, rts-cts, concurrent
                         packet transmission",
	location =	"johnh: pafile",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/Son07a.html",
	pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Son07a.pdf",
	copyrightholder = "authors",
	myorganization = 	"USC/Information Sciences Institute",
	abstract = "
Nearly all wireless media-access (MAC) protocols are designed today
with the very conservative assumption that concurrent transmissions
should be prevented, because sender-receiver pairs within radio range
sending on the same channel will corrupt each other's communication.
While recent work has suggested that channel capture effects can be
significant in reality, this paper presents the first systematic study
to quantify the impact of these effects on the ability to have
concurrent communications among two sender-receiver pairs that are
within range of each other. We first derive a simple decision rule to
determine when such concurrent communication is possible while
minimizing transmission power. Through a comprehensive set of
realistic simulations, we then systematically quantify the feasibility
of concurrent communication with and without transmission power
control as many radio and environmental parameters vary, including
node position, mean and variance of path loss,
signal-to-interference-plus-noise-ratio threshold ($SINR_\theta$) for
packet reception, granularity and range of transmission power
control. Our simulations show that often, 40--75\% of the time
depending primarily on distance and location, two pairs of nodes can
communicate concurrently without loss even if both transmitters are
within the radio sensing range of both receivers.  We can observe
large CTXable region with fixed transmit power, but dynamic power
control significantly improves concurrent communications.  Finally, at
least one transmitter can almost always capture the channel in the
event of concurrent transmissions, so the cost of failed attempts to
CTX are minimal.  We validate our simulations with testbed experiments
using MicaZ motes, confirming that concurrent communication is
possible to a very significant extent in real systems.  These results
suggest that CSMA with RTS/CTS is overly conservative and there are
often gains to be realized by abandoning it.
",
}

Nearly all wireless media-access (MAC) protocols are designed today with the very conservative assumption that concurrent transmissions should be prevented, because sender-receiver pairs within radio range sending on the same channel will corrupt each other's communication. While recent work has suggested that channel capture effects can be significant in reality, this paper presents the first systematic study to quantify the impact of these effects on the ability to have concurrent communications among two sender-receiver pairs that are within range of each other. We first derive a simple decision rule to determine when such concurrent communication is possible while minimizing transmission power. Through a comprehensive set of realistic simulations, we then systematically quantify the feasibility of concurrent communication with and without transmission power control as many radio and environmental parameters vary, including node position, mean and variance of path loss, signal-to-interference-plus-noise-ratio threshold ($SINR_θ$) for packet reception, granularity and range of transmission power control. Our simulations show that often, 40–75% of the time depending primarily on distance and location, two pairs of nodes can communicate concurrently without loss even if both transmitters are within the radio sensing range of both receivers. We can observe large CTXable region with fixed transmit power, but dynamic power control significantly improves concurrent communications. Finally, at least one transmitter can almost always capture the channel in the event of concurrent transmissions, so the cost of failed attempts to CTX are minimal. We validate our simulations with testbed experiments using MicaZ motes, confirming that concurrent communication is possible to a very significant extent in real systems. These results suggest that CSMA with RTS/CTS is overly conservative and there are often gains to be realized by abandoning it.

@article{
 title = {Examining the challenges of scientific workflows},
 type = {article},
 year = {2007},
 volume = {40},
 publisher = {IEEE},
 id = {6b9bfd9c-9d7c-31ad-a5e5-f84dbb91e3be},
 created = {2018-01-19T07:02:38.193Z},
 file_attached = {false},
 profile_id = {42d295c0-0737-38d6-8b43-508cab6ea85d},
 last_modified = {2020-05-11T14:43:40.721Z},
 read = {false},
 starred = {false},
 authored = {true},
 confirmed = {true},
 hidden = {false},
 citation_key = {Gil2007},
 source_type = {JOUR},
 folder_uuids = {023ec473-8727-4d72-856c-6687cf1caa00},
 private_publication = {false},
 bibtype = {article},
 author = {Gil, Yolanda and Deelman, Ewa and Ellisman, Mark and Fahringer, Thomas and Fox, Geoffrey Charles and Gannon, Dennis and Goble, Carole and Livny, Miron and Moreau, Luc and Myers, Jim},
 journal = {Computer},
 number = {12}
}

@inproceedings{proc_shiva:genreclassmusicactivity:mmsp07,
 address = {Chania, Greece},
 author = {Sundaram, Shiva and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the IEEE International Workshop on Multimedia Signal Processing (MMSP)},
 doi = {https://doi.org/10.1109/mmsp.2007.4412827},
 link = {http://sail.usc.edu/publications/files/SundaramMMSP2007.pdf},
 month = {Oct},
 pages = {98-102},
 title = {Experiments in automatic genre classification of full-length music tracks using audio activity rate},
 year = {2007}
}

@inproceedings{michalowski:07acmgis,
  AUTHOR = {Martin Michalowski and Craig A. Knoblock and Kenneth M. Bayer and Berthe Y. Choueiry },
  TITLE = {Exploiting Automatically Inferred Constraint Models for Building Identification in Satellite Imagery},
  YEAR = 2007,
  BOOKTITLE = {Proceedings of the 15th ACM International Symposium on Advances in Geographic Information Systems (ACMGIS 07)},
  PAGES = {35-42},
  urlPresentation= "http://usc-isi-i2.github.io/slides/michalowski07-acmgis-slides.pdf",
  urlPaper= "http://usc-isi-i2.github.io/papers/michalowski07-acmgis.pdf",
  Keywords = {"Constraint Integration"}}

@INPROCEEDINGS{Michalowski07:ModRef,
author = {Martin Michalowski and Craig A. Knoblock and Berthe Y. Choueiry},
title = {Exploiting Problem Data to Enrich Models of Constraint Problems},
booktitle = {Proceedings of the 6th International Workshop On
Constraint Modelling and Reformulation (ModRef07)},
year = {2007},
pages = {1-15},
urlPresentation= "http://usc-isi-i2.github.io/slides/michalowski07-modref-poster.png",
urlPaper= "http://usc-isi-i2.github.io/papers/michalowski07-modref.pdf",
Keywords = {"Constraint Integration"}
}

@INPROCEEDINGS{Plangprasopchok07iiweb,
  AUTHOR =       {Anon Plangprasopchok and Kristina Lerman},
  TITLE =        {Exploiting Social Annotation for Resource Discovery},
  BOOKTITLE =    {Proceedings of AAAI workshop on Information Integration on the Web (IIWeb07)},
  YEAR =         {2007},
  keywords =    {social-annotation},
  urlPaper =    {http://arxiv.org/abs/0704.1675},
}

@inproceedings{proc_vivek:acousticsyntacticprosody:hlt07,
 address = {Rochester, NY},
 author = {Rangarajan, Vivek and Bangalore, Srinivas and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the Human Language Technologies (HLT) Conference},
 doi = {10.1109/TASL.2008.917071},
 link = {http://sail.usc.edu/publications/files/RangarajanHLT2006.pdf},
 month = {Apr},
 pages = {797-811},
 title = {Exploiting acoustic and syntactic features for prosody labeling in a maximum entropy framework},
 year = {2007}
}

@inproceedings{proc_vivek:prosodicfeaturesdialogtagging:icslp07,
 address = {Antwerp, Belgium},
 author = {Rangarajan, Vivek and Bangalore, Srinivas and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion, speechlinks},
 booktitle = {Proceedings of InterSpeech},
 doi = {10.1109/TASL.2008.917071},
 link = {http://sail.usc.edu/publications/files/RangarajanInterSpeech2007.pdf},
 month = {Aug},
 pages = {150-153},
 title = {Exploiting prosodic features for dialog act tagging in a discriminative modeling framework},
 year = {2007}
}

@techreport{Heidemann07c,
	 author = 	"John Heidemann and Yuri Pradkin and Ramesh Govindan and Christos Papadopoulos and Joseph Bannister",
	 title = 	"Exploring Visible Internet Hosts through Census and Survey",
	 institution = 	"USC/Information Sciences Institute",
	 year = 		2007,
	 sortdate = 		"2007-05-01",
	 number =	"ISI-TR-2007-640",
	 month = 	may,
	 jlocation = 	"johnh: pafile",
	 keywords =	"visible internet, exploration, census, survey",
	 copyrightholder = "author",
	 url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Heidemann07c.html",
	 pdfurl =	"https://ant.isi.edu/%7ejohnh/PAPERS/Heidemann07c.pdf",
	 otherurl =     "ftp://ftp.isi.edu/isi-pubs/tr-640.pdf",
	 myorganization =	"USC/Information Sciences Institute",
	project = "ant, lacrend",
	codeurl = "https://ant.isi.edu/software/",
	dataseturl = "https://ant.isi.edu/datasets/all.html",
	blogurl    = "", 
	abstract = "
Measurement studies published in the literature have, for the most part, ignored the population of hosts. While many hosts are hidden behind firewalls and in private address space, there is much to be learned from examining the population of visible Internet hosts--one can better understand network growth and accessibility and this understanding can help to assess vulnerabilities, deployment of new technologies, and improve network models. This paper is, to our knowledge, the first attempt to measure the population of visible Internet edge hosts. We measure hosts in two ways: via periodic Internet censuses, where we query all accessible Internet addresses every few months, and via surveys of a small fraction of the responsive address space, probing each address every 11 minutes for one week. These approaches are complementary: a census is effective at evaluating the Internet as a whole, while surveys validate the census and allow observation of the lifetime of typical address occupancy. We find that only 3.6\% of allocated addresses are actually occupied by visible hosts, and that occupancy is unevenly distributed, with a quarter of responsive /24 subnets less than 5\% full, and only 9\% of subnets more than half full. We establish an upper-bound on the number of servers in the Internet at 36 million, about 16\% of the responsive addresses. Many firewalls are visible and we observe significant diversity in the distribution of firewalled block size. While the absolute number of firewalled blocks appears stable, the ratio of coverage of visible firewalls to the number of visible addresses is declining, perhaps suggesting increasing use of invisible firewalls.
 ",
}

Measurement studies published in the literature have, for the most part, ignored the population of hosts. While many hosts are hidden behind firewalls and in private address space, there is much to be learned from examining the population of visible Internet hosts–one can better understand network growth and accessibility and this understanding can help to assess vulnerabilities, deployment of new technologies, and improve network models. This paper is, to our knowledge, the first attempt to measure the population of visible Internet edge hosts. We measure hosts in two ways: via periodic Internet censuses, where we query all accessible Internet addresses every few months, and via surveys of a small fraction of the responsive address space, probing each address every 11 minutes for one week. These approaches are complementary: a census is effective at evaluating the Internet as a whole, while surveys validate the census and allow observation of the lifetime of typical address occupancy. We find that only 3.6% of allocated addresses are actually occupied by visible hosts, and that occupancy is unevenly distributed, with a quarter of responsive /24 subnets less than 5% full, and only 9% of subnets more than half full. We establish an upper-bound on the number of servers in the Internet at 36 million, about 16% of the responsive addresses. Many firewalls are visible and we observe significant diversity in the distribution of firewalled block size. While the absolute number of firewalled blocks appears stable, the ratio of coverage of visible firewalls to the number of visible addresses is declining, perhaps suggesting increasing use of invisible firewalls.

@inproceedings{natu2007fine,
  title={Fine-grained capabilities for flooding DDoS defense using client reputations},
  author={Natu, Maitreya and Mirkovic, Jelena},
  booktitle={Proceedings of the 2007 workshop on Large Scale Attack Defense},
  pages={105--112},
  year={2007},
  organization={ACM}
}

@inproceedings{weaver2007fishing,
  title={Fishing for phishes: Applying capture-recapture methods to estimate phishing populations},
  author={Weaver, Rhiannon and Collins, M Patrick},
  booktitle={Proceedings of the anti-phishing working groups 2nd annual eCrime researchers summit},
  pages={14--25},
  year={2007}
}

@proceedings {7342,
	title = {Formative assessment of the effectiveness of collaboration in GCB},
	journal = {International Conference on Information Society (i-Society 2007)},
	year = {2007},
	month = {10/2007},
	address = {Merville, Indiana},
	author = {Xing Hang and David Villegas Castillo and Masoud Sadjadi and Heidi Alvarez}
}

@article{goldberg07:urisa,
 author    = {Daniel W. Goldberg and John P. Wilson and Craig A. Knoblock},
 title     = {From Text to Geographic Coordinates: The Current State of Geocoding},
 journal = "Journal of the Urban and Regional Information Systems Association",  
 year      =  2007,
 volume    = {19},
 number    = {1},
 pages     = {33--46},
      	Keywords = {"Geocoding"}}
	 

@InBook{	  berriman2007complex,
  Author	= {G. Bruce Berriman and Ewa Deelman and John Good and Joseph
		  C. Jacob and Daniel S. Katz and Anastasia C. Laity and
		  Thomas A. Prince and Gurmeet Singh and Mei-Hui Su},
  Title		= {Generating Complex Astronomy Workflows},
  BookTitle	= {Workflows for e-Science},
  Year		= {2007}
}

@incollection{knoblock07:gdi,
   Author = "Craig A. Knoblock and Cyrus Shahabi",
   Title= "Geospatial Data Integration",
   Booktitle = "The Handbook of Geographic Information Science",
   Editor = "John Wilson and A. Stewart Fotheringham",
   Publisher ="Wiley-Blackwell",
   Year = 2007,
   Note = "ISBN: 978-1-4051-0796-9"}

@article{Erberich2007a,
	abstract = {The Digital Imaging and Communications in Medicine (DICOM) standard defines Radiology medical device interoperability and image data exchange between modalities, image databases - Picture Archiving and Communication Systems (PACS) - and image review end-points. However the scope of DICOM and PACS technology is currently limited to the trusted and static environment of the hospital. In order to meet the demand for ad-hoc tele-radiology and image guided medical procedures within the global healthcare enterprise, a new technology must provide mobility, security, flexible scale of operations, and rapid responsiveness for DICOM medical devices and subsequently medical image data. Grid technology, an informatics approach to securely federate independently operated computing, storage, and data management resources at the global scale over public networks, meets these core requirements. Here we present an approach to federate DICOM and PACS devices for large-scale medical image workflows within a global healthcare enterprise. The Globus MEDICUS (Medical Imaging and Computing for Unified Information Sharing) project uses the standards-based Globus Toolkit Grid infrastructure to vertically integrate a new service for DICOM devices - the DICOM Grid Interface Service (DGIS). This new service translates between DICOM and Grid operations and thus transparently extends DICOM to Globus based Grid infrastructure. This Grid image workflow paradigm has been designed to provide not only solutions for global image communication, but fault-tolerance and disaster recovery using Grid data replication technology. Actual use-case of 40 MEDICUS Grid connected international hospitals of the Childerns Oncology Group and the Neuroblastoma Cancer Foundation and further clinical applications are discussed. The open-source Globus MEDICU http://dev.globus.org/wiki/Incubator/MEDICUS.},
	author = {Erberich, Stephan G and Silverstein, Jonathan C and Chervenak, Ann and Schuler, Robert and Nelson, Marvin D and Kesselman, Carl},
	date-added = {2018-09-12 15:47:54 -0700},
	date-modified = {2020-01-21 15:51:59 -0800},
	issn = {0926-9630},
	journal = {Studies in health technology and informatics},
	keywords = {Database Management Systems,Diagnostic Imaging,Diagnostic Imaging: instrumentation,Humans,Medical Informatics,Radiology Information Systems,United States},
	month = jan,
	pages = {269--78},
	pmid = {17476069},
	title = {Globus {{MEDICUS}} - Federation of {{DICOM}} Medical Imaging Devices into Healthcare {{Grids}}.},
	volume = {126},
	year = {2007}}

The Digital Imaging and Communications in Medicine (DICOM) standard defines Radiology medical device interoperability and image data exchange between modalities, image databases - Picture Archiving and Communication Systems (PACS) - and image review end-points. However the scope of DICOM and PACS technology is currently limited to the trusted and static environment of the hospital. In order to meet the demand for ad-hoc tele-radiology and image guided medical procedures within the global healthcare enterprise, a new technology must provide mobility, security, flexible scale of operations, and rapid responsiveness for DICOM medical devices and subsequently medical image data. Grid technology, an informatics approach to securely federate independently operated computing, storage, and data management resources at the global scale over public networks, meets these core requirements. Here we present an approach to federate DICOM and PACS devices for large-scale medical image workflows within a global healthcare enterprise. The Globus MEDICUS (Medical Imaging and Computing for Unified Information Sharing) project uses the standards-based Globus Toolkit Grid infrastructure to vertically integrate a new service for DICOM devices - the DICOM Grid Interface Service (DGIS). This new service translates between DICOM and Grid operations and thus transparently extends DICOM to Globus based Grid infrastructure. This Grid image workflow paradigm has been designed to provide not only solutions for global image communication, but fault-tolerance and disaster recovery using Grid data replication technology. Actual use-case of 40 MEDICUS Grid connected international hospitals of the Childerns Oncology Group and the Neuroblastoma Cancer Foundation and further clinical applications are discussed. The open-source Globus MEDICU http://dev.globus.org/wiki/Incubator/MEDICUS.

@inproceedings{Traum2007Hassan:AVirtualHuman,
 author = {Traum, David and Roque, Antonio and Georgiou, Panayiotis and Gerten, Jillian and Martinovski, Bilyana and Narayanan, Shrikanth S. and Robinson, Susan and Vaswani, Ashish},
 booktitle = {Proceedings of the 8th SIGdial Workshop on Discourse and Dialogue},
 editor = {Leuski, Anton},
 link = {http://sail.usc.edu/publications/files/traumsigdial07.pdf},
 location = {Antwerp, Belgium},
 month = {Sep},
 organization = {ACL},
 pages = {71-74},
 title = {Hassan: A Virtual Human for Tactical Questioning},
 year = {2007}
}

@inproceedings{collins2007hit,
  title={Hit-list worm detection and bot identification in large networks using protocol graphs},
  author={Collins, M Patrick and Reiter, Michael K},
  booktitle={Recent Advances in Intrusion Detection: 10th International Symposium, RAID 2007, Gold Goast, Australia, September 5-7, 2007. Proceedings 10},
  pages={276--295},
  year={2007},
  organization={Springer Berlin Heidelberg}
}

@misc{rfc4807,
  author="M. Baer and R. Charlet and W. Hardaker and R. Story and C. Wang",
  title="{IPsec Security Policy Database Configuration MIB}",
  howpublished="RFC 4807 (Proposed Standard)",
  series="Internet Request for Comments",
  type="RFC",
  number="4807",
  year=2007,
  month=03,
  issn="2070-1721",
  publisher="RFC Editor",
  institution="RFC Editor",
  organization="RFC Editor",
  address="Fremont, CA, USA",
  url="https://www.rfc-editor.org/rfc/rfc4807.txt",
  key="RFC 4807",
  abstract={This document defines a Structure of Management Information Version 2 (SMIv2) Management Information Base (MIB) module for configuring the security policy database of a device implementing the IPsec protocol.  The policy-based packet filtering and the corresponding execution of actions described in this document are of a more general nature than for IPsec configuration alone, such as for configuration of a firewall.  This MIB module is designed to be extensible with other enterprise or standards-based defined packet filters and actions. [STANDARDS-TRACK]},
  keywords="management information base, IPSEC-SPD-MIB",
  doi="10.17487/RFC4807",
  }                  
                  

This document defines a Structure of Management Information Version 2 (SMIv2) Management Information Base (MIB) module for configuring the security policy database of a device implementing the IPsec protocol. The policy-based packet filtering and the corresponding execution of actions described in this document are of a more general nature than for IPsec configuration alone, such as for configuration of a firewall. This MIB module is designed to be extensible with other enterprise or standards-based defined packet filters and actions. [STANDARDS-TRACK]

@inproceedings{proc_shankar:lexicalnbestrescoring:icassp07,
 address = {Honolulu, Hawaii},
 author = {Ananthakrishnan, Sankaranarayanan and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2007.367209},
 link = {http://sail.usc.edu/publications/files/04218240.pdf},
 month = {Apr},
 pages = {873-876},
 title = {Improved Speech Recognition Using Acoustic and Lexical Correlates of Pitch Accent in a N-best Rescoring Framework},
 volume = {4},
 year = {2007}
}

@article{DBLP:journals/ijmms/KimG07,
  author       = {Jihie Kim and
                  Yolanda Gil},
  title        = {Incorporating tutoring principles into interactive knowledge acquisition},
  journal      = {Int. J. Hum. Comput. Stud.},
  volume       = {65},
  number       = {10},
  pages        = {852--872},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.ijhcs.2007.06.003},
  doi          = {10.1016/J.IJHCS.2007.06.003},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijmms/KimG07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@INPROCEEDINGS{blythe07:iiweb,
  author = {James Blythe and Dipsy Kapoor and Craig A. Knoblock and Kristina Lerman and Steven Minton},
  title = {Information Integration for the Masses},
  booktitle = {Proceedings of the 6th International Workshop on Information Integration on the Web (IIWeb)},
  year = {2007},
  urlLink= "http://www.jucs.org/jucs_14_11/information_integration_for_the",
  urlPaper= "http://usc-isi-i2.github.io/papers/blythe08-jucs.pdf",
   Keywords = {"Learning Semantic Models"}
}

@INPROCEEDINGS{Blythe07iiweb,
  AUTHOR =       {Jim Blythe and Dipsy Kapoor and Craig A. Knoblock and Steve Minton and Kristina Lerman},
  TITLE =        {Information Intergation for the Masses},
  BOOKTITLE =    {Proceedings of the AAAI workshop on Information Integration on the Web},
  YEAR =         {2007},
  keywords =    {semantic-modeling},
}

@inproceedings{proc_silva:theoreticphoneticdiscrimination:icassp07,
 address = {Honolulu, Hawaii},
 author = {Silva, Jorge and Rangarajan, Vivek and Rozgic, Viktor and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2007.366948},
 link = {http://sail.usc.edu/publications/files/SilvaICASSP2007[1].pdf},
 month = {Apr},
 pages = {457-460},
 title = {Information theoretic analysis of direct articulatory measurements for phonetic discrimination},
 year = {2007}
}

@InProceedings{Bartlett07a,
	author = "Genevieve Bartlett and John Heidemann and Christos Papadopoulos",
	title = 	"Inherent Behaviors for On-line Detection of
         Peer-to-Peer File Sharing",
	booktitle = 	"Proceedings of the " # "10th" # " IEEE Global Internet Symposium",
	year = 		2007,
	sortdate = 		"2007-05-01",
	month =		may, 
	publisher =	"IEEE",
	address =	"Anchorage, Alaska, USA",
	xxxpages =		"xxx",
	jlocation =	"johnh: pafile",
	note = "An extended version of this paper is available as ISI-TR-2006-627",
	keywords = "peer-to-peer, traffic classification, encryption",
	project = "ant, lander, predict",
	jsubject = "traffic_detection",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Bartlett07a.html",
	pdfurl =		"https://ant.isi.edu/%7ejohnh/PAPERS/Bartlett07a.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "IEEE",
	copyrightterms = "	Personal use of this material is permitted.  However, 	permission to reprint/republish this material for advertising 	or promotional purposes or for creating new collective works         for resale or redistribution to servers or lists, 	or to reuse any copyrighted component of this work in other works 	must be obtained from the IEEE. ",
	abstract = "
Blind techniques to detect network applications---approaches that do
not consider packet contents---are increasingly desirable because they
have fewer legal and privacy concerns, and they can be robust to
application changes and intentional cloaking.  In this paper we
identify several behaviors that are \emph{inherent} to peer-to-peer
(P2P) traffic and demonstrate that they can detect both BitTorrent and
Gnutella hosts using only packet header and timing information.  We
identify three basic behaviors:  failed connections, the ratio of
incoming and outgoing connections, and the use of unprivileged ports.
We show that while individual behaviors are sometimes effective, they
work best when used together.  We quantify the effectiveness of our
approach using two day-long traces, from 2005 and 2006, showing that
they are quite accurate:  BitTorrent hosts are detected with an 83\%
true positive rate and only a 2\% false positive rate, and Gnutella
hosts with a 75\% true positive rate and a 4\% false postivie rate.
Our system is suitable for on-line use, with 75\% of BitTorrent hosts
detected in less than 10 minutes of trace data.
",
}

Blind techniques to detect network applications—approaches that do not consider packet contents—are increasingly desirable because they have fewer legal and privacy concerns, and they can be robust to application changes and intentional cloaking. In this paper we identify several behaviors that are \emphinherent to peer-to-peer (P2P) traffic and demonstrate that they can detect both BitTorrent and Gnutella hosts using only packet header and timing information. We identify three basic behaviors: failed connections, the ratio of incoming and outgoing connections, and the use of unprivileged ports. We show that while individual behaviors are sometimes effective, they work best when used together. We quantify the effectiveness of our approach using two day-long traces, from 2005 and 2006, showing that they are quite accurate: BitTorrent hosts are detected with an 83% true positive rate and only a 2% false positive rate, and Gnutella hosts with a 75% true positive rate and a 4% false postivie rate. Our system is suitable for on-line use, with 75% of BitTorrent hosts detected in less than 10 minutes of trace data.

@InProceedings{	  mandal2007works,
  Author	= {Nandita Mandal and Ewa Deelman and Gaurang Mehta and
		  Mei-Hui Su and Karan Vahi},
  URL		= {http://pegasus.isi.edu/publications/kepler-works07.pdf},
  Title		= {Integrating Existing Scientific Workflow Systems: The
		  Kepler/Pegasus Example},
  BookTitle	= {Proceedings of the Second Workshop on Workflows in Support
		  of Large-Scale Science (WORKS07)},
  Year		= {2007}
}

@inproceedings{DBLP:conf/ipps/BansalCCCDGHKKLNNSSV07,
  author       = {Bhupesh Bansal and
                  {\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
                  Jacqueline Chame and
                  Chun Chen and
                  Ewa Deelman and
                  Yolanda Gil and
                  Mary W. Hall and
                  Vijay S. Kumar and
                  Tahsin M. Kur{\c{c}} and
                  Kristina Lerman and
                  Aiichiro Nakano and
                  Yoon{-}Ju Lee Nelson and
                  Joel H. Saltz and
                  Ashish Sharma and
                  Priya Vashishta},
  title        = {Intelligent Optimization of Parallel and Distributed Applications},
  booktitle    = {21th International Parallel and Distributed Processing Symposium {(IPDPS}
                  2007), Proceedings, 26-30 March 2007, Long Beach, California, {USA}},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/IPDPS.2007.370490},
  doi          = {10.1109/IPDPS.2007.370490},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/BansalCCCDGHKKLNNSSV07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@TechReport{Sinha07a,
	author = 	"Rishi Sinha and Christos Papadopoulos and John Heidemann",
	title = 	"Internet Packet Size Distributions: Some Observations",
	institution = 	"USC/Information Sciences Institute",
	note = "Orignally released October 2005 as  web page \url{http://netweb.usc.edu/%7ersinha/pkt-sizes/}",
	year = 		2007,
	sortdate = 		"2007-05-01",
	project = "ant",
	jsubject = "traffic_modeling",
	number =	"ISI-TR-2007-643",
	month =		may,
	jlocation =	"johnh: pafile",
	keywords =	"internet packet size",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Sinha07a.html",
	pdfurl =	"https://ant.isi.edu/%7ejohnh/PAPERS/Sinha07a.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	abstract = "
This technical report captures the web page \url{http://netweb.usc.edu/%7ersinha/pkt-sizes/}, summarizing our observations
about packet sizes on the Internet in October 2005.
Other than reformatting, the technical content has not been changed.
",
}

This technical report captures the web page ˘rlhttp://netweb.usc.edu/%7ersinha/pkt-sizes/, summarizing our observations about packet sizes on the Internet in October 2005. Other than reformatting, the technical content has not been changed.

@article{Busso2007Interrelationbetweenspeechand,
 author = {Busso, Carlos and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 doi = {10.1109/TASL.2007.905145},
 journal = {IEEE Transactions on Audio, Speech, and Language Processing},
 link = {http://sail.usc.edu/publications/files/bussotaslp2007[1].pdf},
 month = {Nov},
 number = {8},
 pages = {2331-2347},
 title = {Interrelation between speech and facial gestures in emotional utterances: A single subject study},
 volume = {15},
 year = {2007}
}

@inproceedings{proc_emily:implicitcueshumanrobotphysiological:07,
 address = {Jeju Island, Korea},
 author = {Mower, Emily and Feil-Seifer, David and Mataric, Maja J. and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of the IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN)},
 doi = {10.1109/ROMAN.2007.4415249},
 link = {http://sail.usc.edu/publications/files/04415249.pdf},
 month = {Aug},
 pages = {1125-1130},
 title = {Investigating Implicit Cues for User State Estimation in Human-robot Interaction Using Physiological Measurements},
 year = {2007}
}

@inproceedings{proc_carlos:emotionalfingerprint:mmsp07,
 address = {Chania, Greece},
 author = {Busso, Carlos and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of the IEEE International Workshop on Multimedia Signal Processing (MMSP)},
 doi = {10.1109/MMSP.2007.4412814},
 link = {http://sail.usc.edu/publications/files/BussoMMSP2007.pdf},
 month = {Oct},
 pages = {43-47},
 title = {Joint analysis of the emotional fingerprint in the face and speech: A single subject study},
 year = {2007}
}

@ARTICLE{carman07:jair,
 author = {Mark J. Carman and Craig A. Knoblock},
 title = {Learning Semantic Definitions of Online Information Sources},
 journal = {Journal of Artificial Intelligence Research (JAIR)},
 volume = {30},
 pages = {1--50},
 year = {2007},
 urlLink= "http://jair.org/papers/paper2205.html",
 urlPaper= "http://usc-isi-i2.github.io/papers/carman07-jair.pdf",
 Keywords = {"Learning Semantic Models"}
} 

@InProceedings{carman07:ijcai,
 author = {Mark James Carman and Craig A. Knoblock},
 title = {Learning Semantic Descriptions of Web Information Sources},
 booktitle = {Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI)},
 year = {2007},
 month = {January},
 urlPresentation= "http://usc-isi-i2.github.io/slides/carman07-ijcai-slides.pdf",
 urlPaper= "http://usc-isi-i2.github.io/papers/carman07-ijcai.pdf",
 Keywords = {"Learning Semantic Models"}
} 

@incollection{Busso2007Learningexpressivehuman-likehead,
 author = {Busso, Carlos and Deng, Zhigang and Neumann, Ulrich and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Data-Driven 3D Facial Animations},
 doi = {https://doi.org/10.1007/978-1-84628-907-1_6},
 editor = {Deng, Zhigang},
 link = {http://sail.usc.edu/publications/files/BussoData-Driven3DFacialAnimations2007.pdf},
 pages = {113-131},
 publisher = {Springer-Verlag Press},
 title = {Learning expressive human-like head motion sequences from speech},
 year = {2007}
}

@inproceedings{barnhart2007lunar,
  title={Lunar descent and landing technique development through real-time earth based flight dynamics operations},
  author={Barnhart, David and Barrett, Tim and Rahman, Omair and Raskin, Cassandra and Rudolph and Michael},
  booktitle={58th International Astronautical Congress},
  year={2007}
}

@TechReport{McHenry07a,
	author = 	"Tyler McHenry and John Heidemann",
	title = 	"MAC Stability in Sensor Networks at High Network Densities",
	institution = 	"USC/Information Sciences Institute",
	year = 		2007,
	sortdate = "2007-01-01",
	project = "ilense",
	jsubject = "sensornet_subtransport",
	number =	"ISI-TR-2007-628",
	month =		jan,
	location =	"johnh: pafile",
	keywords =	"dense network operation",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/McHenry07a.html",
	pdfurl =	       "http://www.isi.edu/%7ejohnh/PAPERS/McHenry07a.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	abstract = "
Although MAC protocols have been the subject of extensive study, there
has been little study of MAC operation as network density (number of
neighbors per node) increases.  Although network densities are often
low (2--12 neighbors), density can rise in special situations (such as
hundreds of people attending a conference in the same room) and new
deployments (such as dense instrumentation of a structure with a
sensor network).  In anticipation of these applications, this paper
studies the stability of S-MAC as network density increases to
densities of 50 to 150 neighbors, well beyond its current design
parameters.  We present a mathematical model of expected behavior,
then use experiments to show the importance of accounting for clock
offset.  Although offset cannot easily be modeled, we show that a
simulation closely matches the experimental data.  Finally, we
describe how an offset-aware MAC can correct for hardware variation to
allow operations at twice the density of current S-MAC.  Although the
details are specific to S-MAC, the results apply more generally.
",
}

Although MAC protocols have been the subject of extensive study, there has been little study of MAC operation as network density (number of neighbors per node) increases. Although network densities are often low (2–12 neighbors), density can rise in special situations (such as hundreds of people attending a conference in the same room) and new deployments (such as dense instrumentation of a structure with a sensor network). In anticipation of these applications, this paper studies the stability of S-MAC as network density increases to densities of 50 to 150 neighbors, well beyond its current design parameters. We present a mathematical model of expected behavior, then use experiments to show the importance of accounting for clock offset. Although offset cannot easily be modeled, we show that a simulation closely matches the experimental data. Finally, we describe how an offset-aware MAC can correct for hardware variation to allow operations at twice the density of current S-MAC. Although the details are specific to S-MAC, the results apply more generally.

@Article{Heidemann07f,
	author = "John Heidemann and Yuri Pradkin",
	title = "Mapping the Internet Address Space (Poster)",
	year = 2007,
	sortdate = "2007-08-01", 
	project = "ant, lander, lacrend",
	jsubject = "topology_modeling",
	month = aug,
	myorganization = "USC/Information Sciences Institute",
	abstract = "(no abstract)",
	url =		"https://ant.isi.edu/address/",
	myorganization =	"USC/Information Sciences Institute",
        codeurl = "",
	dataseturl = "https://ant.isi.edu/datasets/all.html",
	blogurl    = "" 
}

(no abstract)

@inproceedings{proc_jorge:minproberrorsignalrep:07,
 address = {Thessaloniki, Greece},
 author = {Silva, Jorge and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the IEEE Machine Learning for Signal Processing (MLSP) Workshop},
 doi = {https://doi.org/10.1109/mlsp.2007.4414331},
 link = {http://sail.usc.edu/publications/files/SilvaMLSP2007.pdf},
 month = {Aug},
 pages = {348-353},
 title = {Minimum probability of error signal representation},
 year = {2007}
}

@INPROCEEDINGS{michelson07:iiweb,
  author = {Matthew Michelson and Craig A. Knoblock},
  title = {Mining Heterogeneous Transformations for Record Linkage},
  booktitle = {Proceedings of the 6th International Workshop on Information Integration	on the Web (IIWeb)},
  year = {2007},
  pages = {68--73},
  urlPaper= "http://usc-isi-i2.github.io/papers/michelson07-iiweb.pdf",
  Keywords = {"Record Linkage"}
}

@inproceedings{colon_modeling_2007,
	address = {Orlando, Florida},
	title = {Modeling {Human} {Perception} of {Situation} {Awareness} {During} {Constructive} {Experimentation}},
	booktitle = {Interservice/{Industry} {Training}, {Simulation}, and {Education} {Conference} ({I}/{ITSEC})},
	author = {Colon, Philip and Anhalt, Michael and Curiel, Jacqueline and Yao, Ke-Thia and Tran, John},
	year = {2007},
}

@inproceedings{proc_viktor:multimodalmeeting:mmsp07,
 address = {Chania, Greece},
 author = {Rozgic, Viktor and Busso, Carlos and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of IEEE International Workshop on Multimedia Signal Processing (MMSP)},
 doi = {10.1109/MMSP.2007.4412818},
 link = {http://sail.usc.edu/publications/files/rozgicmmsp2007.pdf},
 month = {Oct},
 pages = {60-65},
 title = {Multimodal meeting monitoring: Improvements on speaker tracking and segmentation through a modified mixture particle filter},
 year = {2007}
}

@inproceedings{hussein_graph_cut_gpu_2007,
  author = {Mohamed Hussein and Amitabh Varshney and Larry Davis},
  title = {On Implementing Graph Cuts on CUDA},
  booktitle = {First Workshop on General Purpose Processing on Graphics Processing
	Units},
  year = {2007},
  address = {Boston, MA},
  month = {October}
}

@inproceedings{coull2007web,
  title={On Web Browsing Privacy in Anonymized NetFlows.},
  author={Coull, Scott E and Collins, Michael P and Wright, Charles V and Monrose, Fabian and Reiter, Michael K and others},
  booktitle={USENIX Security Symposium},
  pages={339--352},
  year={2007}
}

@inproceedings{ gil-etal-works07,
 title = {On the Black Art of Designing Computational Workflows},
 author = {Yolanda Gil and Pedro A. Gonzalez-Calero and Ewa Deelman},
 booktitle = {Proceedings of the Second Workshop on Workflows in Support of Large-Scale Science (WORKS), held in conjunction with the  IEEE International Symposium on High Performance Distributed Computing (HPDC)},
 address = {Monterrey, CA},
 year = {2007},
 url = {https://knowledgecaptureanddiscovery.github.io/yolanda_gil_website/papers/gil-etal-works07.pdf }
 }

@inproceedings{proc_silva:waveletpacketsratedistortion:icassp07,
 address = {Honolulu, Hawaii},
 author = {Silva, Jorge and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {https://doi.org/10.1109/icassp.2007.366805},
 link = {http://sail.usc.edu/publications/files/SilvaICASSP2007[2].pdf},
 month = {Apr},
 pages = {817-820},
 title = {Optimal wavelet packets decomposition based on a rate-distortion optimality criterion},
 year = {2007}
}

@inproceedings{Suh2007,
	author= {Suh, Jinwoo and McMahon, Janice O. and Kang, Dong-In and Crago, Stephen P.},
	title= {Optimization of Memory Allocation in VSIPL},
	booktitle= {High Performance Embedded Computing (HPEC), Poster Session},
	location= {Lexington, Massachusetts},
	month= {September},
	year= {2007},
	url = {https://archive.ll.mit.edu/HPEC/agendas/proc07/Day1/16_Suh_Abstract.pdf}
}

@Article{	  singh2007optimizing,
  Author	= {Gurmeet Singh and Karan Vahi and Arun Ramakrishnan and
		  Gaurang Mehta and Ewa Deelman and Henan Zhao and Rizos
		  Sakellariou and Kent Blackburn and Duncan Brown and Stephen
		  Fairhurst and David Meyers and G. Bruce Berriman},
  URL		= {http://pegasus.isi.edu/publications/Footprint-final.pdf},
  Title		= {Optimizing Workflow Data Footprint},
  Journal	= {Special issue of the Scientific Programming Journal
		  dedicated to Dynamic Computational Workflows: Discovery,
		  Optimisation and Scheduling},
  Year		= {2007}
}

@InBook{	  deelman2007pegasusmapping,
  Author	= {Ewa Deelman and Gaurang Mehta and Gurmeet Singh and
		  Mei-Hui Su and Karan Vahi},
  Title		= {Pegasus: Mapping Large-Scale Workflows to Distributed
		  Resources},
  BookTitle	= {Workflows for e-Science},
  Year		= {2007}
}

@INPROCEEDINGS{Lerman07flickrsearch,
  AUTHOR =       {Kristina Lerman and Anon Plangprasopchok  and Michael C. Wong},
  TITLE =        {Personalizing Results of Image Search on Flickr},
  BOOKTITLE =    {Proceedings of AAAI workshop on Intelligent Techniques for Web Personlization},
  YEAR =         {2007},
  keywords =    {social-annotation},
  urlPaper =       {http://arxiv.org/abs/0704.1676},
}

@inproceedings{proc_prasanta:pitchperiodmultipulse:icslp07,
 address = {Antwerp, Belgium},
 author = {Ghosh, Prasanta Kumar and Ortega, Antonio and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 doi = {},
 link = {http://sail.usc.edu/publications/files/GhoshInterSpeech2007.pdf},
 month = {Aug},
 pages = {2761-2764},
 title = {Pitch period estimation using multipulse model and wavelet transform},
 year = {2007}
}

@inproceedings{coull2007playing,
  title={Playing Devil's Advocate: Inferring Sensitive Information from Anonymized Network Traces.},
  author={Coull, Scott E and Wright, Charles V and Monrose, Fabian and Collins, Michael P and Reiter, Michael K and others},
  booktitle={Ndss},
  volume={7},
  pages={35--47},
  year={2007}
}

@inproceedings{Kang2007,
	author= {Kang, Dong-In and Suh, Jinwoo and McMahon, Janice O. and Crago, Stephen P.},
	title= {Preliminary Study toward Intelligent Run-time Resource Management Techniques for Large Multi-Core Architectures},
	booktitle= {High Performance Embedded Computing (HPEC)},
	location= {Lexington, Massachusetts},
	month= {September},
	year= {2007}
}

@article{Grimm2007Primitives-basedevaluationandestimations,
 author = {Grimm, Michael and Kroschel, Kristian and Mower, Emily and Narayanan, Shrikanth S.},
 doi = {10.1016/j.specom.2007.01.010},
 journal = {Speech Communication},
 keyword = {emotion estimation, emotion expression variations, emotion recognition, emotion space concept, fuzzy logic, man machine interaction, natural speech understanding, speech analysis},
 link = {http://sail.usc.edu/publications/files/grimmspcom2007.pdf},
 month = {Nov},
 number = {10-11},
 pages = {787-800},
 title = {Primitives-based evaluation and estimations of emotions in speech},
 volume = {49},
 year = {2007}
}

@inproceedings{ gil-etal-peas07,
 title = {Privacy Enforcement in Data Analysis Workflows},
 author = {Yolanda Gil and William K. Cheung and Varun Ratnakar and Kai-kin Chan},
 booktitle = {Proceedings of the AAAI Workshop on Privacy Enforcement and Accountability with Semantics (PEAS), held in conjunction with the Sixth International Semantic Web Conference (ISWC) and the Second Asian Semantic Web Conference (ASWC)},
 address = {Busan, Korea},
 year = {2007},
 url = {https://knowledgecaptureanddiscovery.github.io/yolanda_gil_website/papers/gil-etal-peas07.pdf }
 }

@inproceedings{proc_shankar:prosodylatticessyllable:icslp07,
 address = {Antwerp, Belgium},
 author = {Ananthakrishnan, Sankaranarayanan and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/AnanthakrishnanInterSpeech2007.pdf},
 month = {Aug},
 pages = {1813-1816},
 title = {Prosody-enriched lattices for improved syllable recognition},
 year = {2007}
}

@Article{	  kim2007provenance,
  Author	= {Jihie Kim and Ewa Deelman and Yolanda Gil and Gaurang
		  Mehta and Varun Ratnakar},
  URL		= {http://pegasus.isi.edu/publications/CCPE07-Provenance.pdf},
  Title		= {Provenance Trails in the Wings/Pegasus Workflow System},
  Journal	= {Concurrency and Computation: Practice and Experience,
		  Special Issue on the First Provenance Challenge},
  Year		= {2007}
}

@inproceedings{thakkar07:acmgis,
  AUTHOR = {Snehal Thakkar and Craig A. Knoblock and Jos\'{e} Luis Ambite},
  TITLE = {Quality-Driven Geospatial Data Integration},
  YEAR = 2007,
  BOOKTITLE = {Proceedings of the 15th ACM International Symposium on Advances in Geographic Information Systems (ACMGIS 07)},
  urlPaper= "http://usc-isi-i2.github.io/papers/thakkar07-acmgis.pdf",
  Keywords = {"Geospatial Integration"}}

@inproceedings{schmidt2007a,
	author = {Andrew G. Schmidt and Ron Sass},
	booktitle = {Proceedings of the 15th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM{\textquoteright}07)},
	publisher = {IEEE Computer Society},
	title = {Quantifying Effective Memory Bandwidth of Platform FPGAs},
	year = {2007}}

@inproceedings{abd-almageed_real-time_2007,
	title = {Real-Time Human Detection and Tracking from Mobile Vehicles},
	rights = {All rights reserved},
	doi = {10.1109/ITSC.2007.4357721},
	abstract = {This paper presents a real-time system for detecting and tracking humans from mobile vehicles. The system integrates human detection and tracking algorithms and employs depth information obtained from a stereo vision system. Depth information is used to limit the search space of the detector. We also present a simpler and faster variant of the popular Adaboost human detector. Experimental results demonstrate that integrating depth information vastly reduces the false detection rate compared with detection without stereo. Also, we show that integrating stereo enables the detection and tracking subsystem to operate in real-time.},
	eventtitle = {2007 {IEEE} Intelligent Transportation Systems Conference},
	pages = {149--154},
	booktitle = {2007 {IEEE} Intelligent Transportation Systems Conference},
	author = {Abd-Almageed, W. and Hussein, M. and Abdelkader, M. and Davis, L.},
	date = {2007-09},
	year = {2007},
	keywords = {Adaboost human detector, Detectors, Humans, Image edge detection, image recognition, Intelligent transportation systems, Intelligent vehicles, mobile vehicle, Motion analysis, Motion detection, motion estimation, object detection, optical tracking, Real time systems, real-time human detection, real-time human tracking, real-time systems, road vehicles, stereo image processing, stereo vision system, Tracking, traffic engineering computing, Vehicle detection},
	file = {IEEE Xplore Abstract Record:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\PGJXP5XE\\4357721.html:text/html}
}

This paper presents a real-time system for detecting and tracking humans from mobile vehicles. The system integrates human detection and tracking algorithms and employs depth information obtained from a stereo vision system. Depth information is used to limit the search space of the detector. We also present a simpler and faster variant of the popular Adaboost human detector. Experimental results demonstrate that integrating depth information vastly reduces the false detection rate compared with detection without stereo. Also, we show that integrating stereo enables the detection and tracking subsystem to operate in real-time.

@inproceedings{proc_busso:monitoringmeetingsensors:icassp07,
 address = {Honolulu, Hawaii},
 author = {Busso, Carlos and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2007.366328},
 link = {http://sail.usc.edu/publications/files/busso2007_real-time-monit.pdf},
 month = {Apr},
 pages = {685-688},
 title = {Real-time Monitoring of Participants Interaction in a Meeting Using Audio-Visual Sensors},
 year = {2007}
}

@inproceedings{proc_samuel:multimodalfusiontimescalefeatures:mmsp07,
 address = {Chania, Greece},
 author = {Kim, Samuel and Georgiou, Panayiotis and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of the IEEE International Workshop on Multimedia Signal Processing (MMSP)},
 doi = {10.1109/MMSP.2007.4412815},
 link = {http://sail.usc.edu/publications/files/KimMMSP2007.pdf},
 month = {Oct},
 pages = {48-51},
 title = {Real-time emotion detection system using speech: Multi-modal fusion of different timescale features},
 year = {2007}
}

@inproceedings{sass2007a,
	author = {Ron Sass and William V. Kritikos and Andrew G. Schmidt and Srinivas Beeravolu and Parag Beeraka and Kushal Datta and David Andrews and Richard S. Miller and Daniel Stanzione, Jr.},
	booktitle = {Proceedings of the 15th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM{\textquoteright}07)},
	publisher = {IEEE Computer Society},
	title = {Reconfigurable Computing Cluster (RCC) Project: Investigating the Feasibility of FPGA-Based Petascale Computing},
	year = {2007}}

@conference{Venugopalan2007Reconfigur,
	author = {Venugopalan, Vivek},
	booktitle = {23rd GSA Research Symposium at Virginia Tech},
	date-added = {2021-01-30 10:24:01 -0500},
	date-modified = {2021-01-30 10:24:01 -0500},
	title = {{Reconfigurable FPGA-based Clusters: Next Step in Supercomputing}},
	year = {2007}}
	

@inproceedings{bayer07:cp,
  AUTHOR = {Kenneth M. Bayer and Martin Michalowski and Berthe Y. Choueiry and Craig A. Knoblock},
  TITLE = {{Reformulating CSPs for Scalability with Application to Geospatial Reasoning}},
  YEAR = 2007,
  BOOKTITLE = {International Conference on Principles and Practice of Constraint Programming (CP 07)},
  PAGES = {164-179},
  publisher = {LNCS 4741, Springer},
  urlPresentation= "http://usc-isi-i2.github.io/slides/bayer07-cp-slides.pdf",
  urlPaper= "http://usc-isi-i2.github.io/papers/bayer07-cp.pdf",
  Keywords = {"Constraint Reasoning"}}

@inproceedings{michalowski07:sara,
  AUTHOR = {Martin Michalowski and Craig A. Knoblock and Berthe Y. Choueiry},
  TITLE = {{Reformulating Constraint Models Using Input Data}},
  YEAR = 2007,
  BOOKTITLE = {Symposium on Abstraction, Reformulation and Approximation
    (SARA 07)},
  ADDRESS = {Whistler, Canada},
  PAGES = {402-403},
  publisher =    {LNAI 4612, Springer},
  urlPresentation= "http://usc-isi-i2.github.io/slides/michalowski07-sara-slides.pdf",
  urlPaper= "http://usc-isi-i2.github.io/papers/michalowski07-sara.pdf",
  KEYWORDS = {"Constraint Reasoning"}}

@inproceedings{bayer07:sara,
  AUTHOR = {Kenneth M. Bayer and Martin Michalowski and Berthe Y. Choueiry and Craig A. Knoblock},
  TITLE = {{Reformulating Constraint Satisfaction Problems to Improve Scalability}},
  YEAR = 2007,
  BOOKTITLE = {Symposium on Abstraction, Reformulation and Approximation
    (SARA 07)},
  ADDRESS = {Whistler, Canada},
  PAGES = {64-79},
  publisher =    {LNAI 4612, Springer},
  urlPresentation= "http://usc-isi-i2.github.io/slides/bayer07-sara-slides.pdf",
  urlPaper= "http://usc-isi-i2.github.io/papers/bayer07-sara.pdf",
  KEYWORDS = {"Constraint Reasoning"}}

@article{Busso2007Rigidheadmotionin,
 author = {Busso, Carlos and Deng, Zhigang and Grimm, Michael and Neumann, Ulrich and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 doi = {10.1109/TASL.2006.885910},
 journal = {IEEE Transactions on Audio, Speech, and Language Processing},
 link = {http://sail.usc.edu/publications/files/BussoTASLP2007[2].pdf},
 month = {Mar},
 number = {3},
 pages = {1075-1086},
 title = {Rigid head motion in expressive speech animation: Analysis and synthesis},
 volume = {15},
 year = {2007}
}

@inproceedings{proc_kyu:robustspeakercluster:asru07,
 address = {Kyoto, Japan},
 author = {Han, Kyu Jeong and Kim, Samuel and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the IEEE Automatic Speech Recognition and Understanding (ASRU) Workshop},
 doi = {10.1109/ASRU.2007.4430121},
 link = {http://sail.usc.edu/publications/files/HanASRU2007.pdf},
 month = {Dec},
 pages = {262-267},
 title = {Robust Speaker Clustering Strategies to Data Source Variation for Improved Speaker Diarization},
 year = {2007}
}

@article{Kwon2007Robustspeakeridentificationbased,
 author = {Kwon, Soonil and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 doi = {10.1016/j.patrec.2006.06.009},
 journal = {Pattern Recognition Letters},
 link = {http://sail.usc.edu/publications/files/KwonPRL2007.pdf},
 month = {Jan},
 number = {1},
 pages = {85-89},
 title = {Robust Speaker Identification Based on Selective Use of Feature Vectors},
 volume = {28},
 year = {2007}
}

@article{Wang2007Robustspeechrateestimation,
 author = {Wang, Dagen and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 doi = {10.1109/TASL.2007.905178},
 journal = {IEEE Transactions on Audio, Speech, and Language Processing},
 link = {http://sail.usc.edu/publications/files/WangTASLP2007[2].pdf},
 month = {Nov},
 number = {8},
 pages = {2190-2201},
 title = {Robust speech rate estimation for spontaneous speech},
 volume = {15},
 year = {2007}
}

@incollection{maechling_scec_2007,
	title = {{SCEC} {Cybershake} {Workflows}—automating {Probabilistic} {Seismic} {Hazard} {Analysis} {Calculations}},
	booktitle = {Workflows for e-{Science}},
	publisher = {Springer London},
	author = {Maechling, Philip and Deelman, Ewa and Zhao, Li and Graves, Robert and Mehta, Gaurang and Gupta, Nitin and Mehringer, John and Kesselman, Carl and Callaghan, Scott and Okaya, David and {others}},
	year = {2007},
	pages = {143--163},
}

@InProceedings{	  ramakrishnan2007data,
  Author	= {Arun Ramakrishnan and Gurmeet Singh and Henan Zhao and Ewa
		  Deelman and Rizos Sakellariou and Karan Vahi and Kent
		  Blackburn and David Meyers and Michael Samidi},
  URL		= {http://pegasus.isi.edu/publications/Ramakrishnan-DataIntensiveWorkflow.pdf},
  Title		= {Scheduling Data-Intensive Workflows onto
		  Storage-Constrained Distributed Resources},
  BookTitle	= {Seventh IEEE International Symposium on Cluster Computing
		  and the Grid (CCGrid)},
  Year		= {2007}
}

@inproceedings{schwab2007seer,
  title={Seer: A security experimentation environment for deter},
  author={Schwab, Stephen and Wilson, Brett and Ko, Calvin and Hussain, Alefiya},
  booktitle={Proceedings of the DETER Community Workshop on Cyber Security Experimentation and Test on DETER Community Workshop on Cyber Security Experimentation and Test 2007},
  pages={2--2},
  year={2007}
}

@inproceedings{inproceedings,
author = {Levit, Michael and Boschee, Elizabeth and Freedman, Marjorie},
year = {2007},
month = {08},
pages = {2793-2796},
title = {Selecting on-topic sentences from natural language corpora},
doi = {10.21437/Interspeech.2007-720}
}

@article{lerman07:ijswis,
   author = "Kristina Lerman and Anon Plangprasopchok and Craig A. Knoblock",
   title =  "Semantic Labeling of Online Information Sources",
   journal = "International Journal on Semantic Web and Information Systems",
    volume = {3},
    number = {3},
    pages = {36--56},
    year  = {2007},
    urlLink= "http://tinyurl.com/yeo77de",
    urlPaper= "http://usc-isi-i2.github.io/papers/lerman07-ijswis.pdf",
    Keywords = {"Learning Semantic Models"}
} 

@InProceedings{Reddy07a,
	author = 	"Sasank Reddy and Gong Chen and Brian
                  Fulkerson and Sung Jin Kim and Unkyu Park and Nathan
                  Yau and Junghoo Cho and Mark Hansen and John Heidemann",
	title = 	"Sensor-Internet Share and Search---Enabling Collaboration
                         of Citizen Scientists",
	booktitle = 	"Proceedings of the " # " ACM Workshop on Data Sharing and Interoperability on the World-wide Sensor Web",
	year = 		2007,
	sortdate = "2007-04-01",
	project = "ilense, siss, cens",
	jsubject = "sensornet_sharing",
	publisher =	"ACM",
	address =	"Cambridge, Mass., USA",
	month =		apr,
	pages =		"11--16",
	location =	"johnh: pafile",
	keywords =	"sensor internet sharing, SISS",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/Reddy07a.html",
	pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Reddy07a.pdf",
	abstract = "
Over the last decade, embedded sensing systems have been successfully
deployed in a range of application areas, from education and science
to military and industry.  These systems are becoming more robust,
capable, and widely adopted.  Yet today, most sensor networks function
in isolated patches, each with different mechanisms to deliver data to
their users, and often have no formal methods to share data with
others.  As sensornets become more numerous and their data more
valuable, it becomes increasingly important to have common means to
share data over the Internet.  In addition to simplifying use of a
single sensornet, we seek to enable sharing of data across multiple
systems, and ultimately \emph{slogging} (sensornet logging), where a
single user may discover, process, and republish data from thousands
of independently operated sensors.  To meet these goals we propose an
architecture to interconnect, share, and search sensor data.  This
paper describes the building blocks of this architecture:  sensor
stores, search engines, and publishers, joined by a common sensor data
streaming protocol.  We then detail the research challenges that must
be addressed to meet our goal of enabling sensor access to users from
scientists, data analysts, to citizen scientists.
",
}

Over the last decade, embedded sensing systems have been successfully deployed in a range of application areas, from education and science to military and industry. These systems are becoming more robust, capable, and widely adopted. Yet today, most sensor networks function in isolated patches, each with different mechanisms to deliver data to their users, and often have no formal methods to share data with others. As sensornets become more numerous and their data more valuable, it becomes increasingly important to have common means to share data over the Internet. In addition to simplifying use of a single sensornet, we seek to enable sharing of data across multiple systems, and ultimately \emphslogging (sensornet logging), where a single user may discover, process, and republish data from thousands of independently operated sensors. To meet these goals we propose an architecture to interconnect, share, and search sensor data. This paper describes the building blocks of this architecture: sensor stores, search engines, and publishers, joined by a common sensor data streaming protocol. We then detail the research challenges that must be addressed to meet our goal of enabling sensor access to users from scientists, data analysts, to citizen scientists.

@Misc{Heidemann07b,
	author =	"John Heidemann",
	title =		"Sensornets and the Next Big Thing",
	howpublished =	"Keynote talk at the " # " European Conference on Wireless Sensor Networks",
	note = "Delft, The Netherlands",
	year =		2007,
	sortdate = "2007-01-01",
	project = "ilense",
	jsubject = "sensornet_general",
	month =		jan,
	location =	"johnh: pafile",
	keywords =	"sensornet, vision, new directions",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/Heidemann07b.html",
	pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Heidemann07b.pdf",
	abstract = "The last eight years have seen huge progress in sensornet
technologies:  small computers and sensors costing tens of dollars,
tiny operating systems running in hundreds of bytes of memory,
short-range radios consuming minimal power, and multi-hop networks
covering local areas.  As sensornet research continues, one tend is
``bigger'':  more powerful computers and sensors, higher-level operating
systems services, mixes of radio technologies, and wide-area networks
connecting sensornets in global deployments.  This talk will look at
these trends in new applications, and explore what principles from
small sensornets carry on.",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
}

The last eight years have seen huge progress in sensornet technologies: small computers and sensors costing tens of dollars, tiny operating systems running in hundreds of bytes of memory, short-range radios consuming minimal power, and multi-hop networks covering local areas. As sensornet research continues, one tend is ``bigger'': more powerful computers and sensors, higher-level operating systems services, mixes of radio technologies, and wide-area networks connecting sensornets in global deployments. This talk will look at these trends in new applications, and explore what principles from small sensornets carry on.

@inproceedings{DBLP:conf/icwsm/LermanJ07,
  author       = {Kristina Lerman and
                  Laurie Jones},
  editor       = {Natalie S. Glance and
                  Nicolas Nicolov and
                  Eytan Adar and
                  Matthew Hurst and
                  Mark Liberman and
                  Franco Salvetti},
  title        = {Social Browsing on Flickr},
  booktitle    = {Proceedings of the First International Conference on Weblogs and Social
                  Media, {ICWSM} 2007, Boulder, Colorado, USA, March 26-28, 2007},
  year         = {2007},
  url          = {http://www.icwsm.org/papers/paper27.html},
  timestamp    = {Fri, 05 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icwsm/LermanJ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-cs-0703087,
  author       = {Kristina Lerman},
  title        = {Social Information Processing in Social News Aggregation},
  journal      = {CoRR},
  volume       = {abs/cs/0703087},
  year         = {2007},
  url          = {http://arxiv.org/abs/cs/0703087},
  eprinttype    = {arXiv},
  eprint       = {cs/0703087},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-cs-0703087.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icwsm/Lerman07,
  author       = {Kristina Lerman},
  editor       = {Natalie S. Glance and
                  Nicolas Nicolov and
                  Eytan Adar and
                  Matthew Hurst and
                  Mark Liberman and
                  Franco Salvetti},
  title        = {Social Networks and Social Information Filtering on Digg},
  booktitle    = {Proceedings of the First International Conference on Weblogs and Social
                  Media, {ICWSM} 2007, Boulder, Colorado, USA, March 26-28, 2007},
  year         = {2007},
  url          = {http://www.icwsm.org/papers/paper42.html},
  timestamp    = {Fri, 05 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icwsm/Lerman07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@INPROCEEDINGS{Shell07iros,
  AUTHOR =       {D. Shell and S. Viswanathan and  J. Huang and Rumi Ghosh and J. Huang and M. Matari{\'c}
  and Kristina Lerman and R. Sekuler},
  TITLE =        {Spatial Behavior of Individuals and Groups: Preliminary Findings from a Museum Scenario},
  BOOKTITLE =    {Proceedings of IROS workshop on Spatial Behavior Modeling},
  YEAR =         {2007},
  keywords =     {social-dynamics},
}

@inproceedings{proc_erdem:statmodelingpolyphonicmusic:mmsp07,
 address = {Chania, Greece},
 author = {Unal, Erdem and Chew, Elaine and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the IEEE International Workshop on Multimedia Signal Processing (MMSP)},
 doi = {https://doi.org/10.1109/mmsp.2007.4412902},
 link = {http://sail.usc.edu/publications/files/UnalMMSP2007.pdf},
 month = {Oct},
 pages = {405-409},
 title = {Statistical modeling and retrieval of polyphonic music},
 year = {2007}
}

@TechReport{Murtaza07a,
	author = "Muhammad Zaki Murtaza and John Heidemann and Fred Stann",
	title = 	"Studying the Spatial Correlation of Loss Patterns Among
        Communicating Wireless Sensor Nodes",
	institution = 	"USC/Information Sciences Institute",
	year = 		2007,
	sortdate = "2007-03-01",
	project = "ilense, nocredit, siss, srvc",
	jsubject = "wireless_propagation",
	number =	"ISI-TR-2007-626",
	note = "This technical report is a public release of a USC/CSD
                         directed research report done August, 2005.",
	month =		mar,
	location =	"johnh: pafile",
	keywords =	"wireless propagation, physical interference",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/Murtaza07a.html",
	pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Murtaza07a.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	abstract = "
Simulation can be an important step in the development of software for
wireless sensor networks and has been the subject of intense research
in the past decade. The simulation software should account for all
possible factors affecting the wireless sensor networks. In this study
we have addressed the question of correlated loss in among the
communicating wireless sensor nodes. The results might help us update
simulation software. Our approach is to check the fluctuations in the
reception rates of the sensor nodes by introducing physical
interferences between sender and receiver nodes. We performed two
series of experiments in different surroundings. We show how the
introduction of the line-of-sight physical interference between sender
and receiver affects the reception rates. The results from this study
can shed new light over the question of correlated loss among sensor
nodes, experiencing the same kind of physical interference.
",
}

Simulation can be an important step in the development of software for wireless sensor networks and has been the subject of intense research in the past decade. The simulation software should account for all possible factors affecting the wireless sensor networks. In this study we have addressed the question of correlated loss in among the communicating wireless sensor nodes. The results might help us update simulation software. Our approach is to check the fluctuations in the reception rates of the sensor nodes by introducing physical interferences between sender and receiver nodes. We performed two series of experiments in different surroundings. We show how the introduction of the line-of-sight physical interference between sender and receiver affects the reception rates. The results from this study can shed new light over the question of correlated loss among sensor nodes, experiencing the same kind of physical interference.

@inproceedings{proc_grimm:svregressionemotions:icassp07,
 address = {Honolulu, Hawaii},
 author = {Grimm, Michael and Kroschel, Kristian and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2007.367262},
 keyword = {EMOTION},
 link = {http://sail.usc.edu/publications/files/GrimmICASSP2007.pdf},
 month = {Apr},
 pages = {1085-1088},
 title = {Support vector regression for automatic recognition of spontaneous emotions in speech},
 year = {2007}
}

@InProceedings{mayknight07:emnlp,
  author = 	 {Jonathan May and Kevin Knight},
  title = 	 {Syntactic Re-Alignment Models for Machine Translation},
  booktitle =	 {Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning},
  pages =	 {360--368},
  year =	 2007,
  editor =	 {Jason Eisner and Taku Kudo},
  address =	 {Prague, Czech Republic},
  month =	 {June 28 -- June 30},
  publisher =	 {Association for Computational Linguistics}
}

@TechReport{Syed07a,
	author = 	"Affan A. Syed and Wei Ye and John Heidemann",
	title = 	"T-Lohi: A New Class of MAC Protocols for
                         Underwater Acoustic Sensor Networks",
	institution = 	"USC/Information Sciences Institute",
	year = 		2007,
	sortdate = "2007-04-01",
	project = "ilense, snuse, cisoft",
	jsubject = "chronological",
	number =	"ISI-TR-2007-638b",
	month =		apr,
	location =	"johnh: pafile",
	note = "Technical report originally released April 2007,
                         updated July 2007",
	keywords =	"Lohi, underwater MAC, acoustic networks",
	supporting = "The simulator used in this paper is available at
                         \url{http://www.isi.edu/ilense/software/}.",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	url = "http://www.isi.edu/%7ejohnh/PAPERS/Syed07a.html",
	pdfurl = "http://www.isi.edu/%7ejohnh/PAPERS/Syed07a.pdf",
	abstract = "
This paper introduces T-Lohi, a new class of distributed and
energy-efficient media-access protocols (MAC) for underwater acoustic
sensor networks (UWSN).  MAC design for UWSN faces significant
challenges. For example, acoustic communication suffers from latencies
five orders-of-magnitude larger than radio communication, so a naive
CSMA MAC would require very long listen time resulting in low
throughput and poor energy efficiency.  In this paper, we first
identify unique characteristics in underwater networking that may
affect all MACs, such as space-time uncertainty and deafness
conditions.  We then develop T-Lohi employing a novel tone-based
reservation mechanism that exploits space-time uncertainty and high
latency to detect collisions and \emph{count contenders}, achieving
good throughput across all offered loads.  It employs our low-power
wake-up receiver to significantly reduce energy consumption.  Finally,
we evaluate design choices and protocol performance through extensive
simulation.  The results show that the energy cost of packet
transmission is within~3--9\% of optimal, that our protocols achieve
good channel utilization, within~30\% of the theoretical maximum.  We
also show that our protocols are stable and fair under both low and
very high offered loads.
",
}

%	title = "Understanding Spatio-Temporal Uncertainty in Medium Access with {ALOHA} Protocols",

This paper introduces T-Lohi, a new class of distributed and energy-efficient media-access protocols (MAC) for underwater acoustic sensor networks (UWSN). MAC design for UWSN faces significant challenges. For example, acoustic communication suffers from latencies five orders-of-magnitude larger than radio communication, so a naive CSMA MAC would require very long listen time resulting in low throughput and poor energy efficiency. In this paper, we first identify unique characteristics in underwater networking that may affect all MACs, such as space-time uncertainty and deafness conditions. We then develop T-Lohi employing a novel tone-based reservation mechanism that exploits space-time uncertainty and high latency to detect collisions and \emphcount contenders, achieving good throughput across all offered loads. It employs our low-power wake-up receiver to significantly reduce energy consumption. Finally, we evaluate design choices and protocol performance through extensive simulation. The results show that the energy cost of packet transmission is within 3–9% of optimal, that our protocols achieve good channel utilization, within 30% of the theoretical maximum. We also show that our protocols are stable and fair under both low and very high offered loads.

@TechReport{Son07b,
	author = 	"Dongjin Son and John Heidemann and Bhaskar Krishnamachari",
	title = 	"Towards Concurrent Communication in Wireless Networks",
	institution = 	"USC/Information Sciences Institute",
	year = 		2007,
	sortdate = "2007-07-01",
	project = "ilense, nocredit, macss",
	jsubject = "wireless_propagation",
	number =	"ISI-TR-2007-648",
	month =		jul,
	location =	"johnh: pafile",
	keywords =	"RTS/CTS, concurrent transmission, channel capture",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/Son07b.html",
	pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Son07b.pdf",
	copyrightholder = "authors",
	myorganization = 	"USC/Information Sciences Institute",
	abstract = "
Avoiding collisions is one of the key roles of media-access (MAC)
protocols.  Since MACAW and 802.11, carrier sense and exchange of
request-to-send (RTS) and clear-to-send (CTS) packets have been used
to prevent concurrent communication in wireless networks.  Yet these
approaches have significant cost:  they prevent \emph{all} concurrent
communication, even exchanges that might not result in loss; they
reduce end-to-end throughput in a multi-hop network; and control
traffic imposes control overhead on networks with small data payloads
such as 802.15.4.  In this paper, we show that RTS/CTS is almost
\emph{never} desirable in modern wireless networks that support power
control and channel capture.  We use four-node experiments with
802.15.4 radios to show that \emph{concurrent communication} is often
possible, depending on node locations and transmit powers.  We
validate an SINR-based propagation model against these experiments and
use simulation to systematically explore how node location affects the
ability to communicate.  Given optimal power settings, when two
sources are outside some minimal distance, they can communicate
concurrently with two receivers more than 80\% of the time.  An
optimal algorithm requires perfect knowledge of the channel and
transmission state, so we then sketch \emph{Gain-Adaptive Power
Control}, a MAC protocol that provides significant benefit with only
local and prior information.  Compared to optimal, we show that this
practical MAC can transmit concurrently 75\% of the time, but requires
a larger minimum source separation.  We also show that least one
sender can capture the channel 77--88\% of the time, regardless of
source and receiver location, so the cost of failed concurrent
communication is only slightly worse than RTS/CTS.  These results
provide compelling evidence that future MAC protocols should exploit
power control and channel capture.
",
}

%	title = 	"{RMST}: Reliable Data Transport in Sensor Networks",

Avoiding collisions is one of the key roles of media-access (MAC) protocols. Since MACAW and 802.11, carrier sense and exchange of request-to-send (RTS) and clear-to-send (CTS) packets have been used to prevent concurrent communication in wireless networks. Yet these approaches have significant cost: they prevent \emphall concurrent communication, even exchanges that might not result in loss; they reduce end-to-end throughput in a multi-hop network; and control traffic imposes control overhead on networks with small data payloads such as 802.15.4. In this paper, we show that RTS/CTS is almost \emphnever desirable in modern wireless networks that support power control and channel capture. We use four-node experiments with 802.15.4 radios to show that \emphconcurrent communication is often possible, depending on node locations and transmit powers. We validate an SINR-based propagation model against these experiments and use simulation to systematically explore how node location affects the ability to communicate. Given optimal power settings, when two sources are outside some minimal distance, they can communicate concurrently with two receivers more than 80% of the time. An optimal algorithm requires perfect knowledge of the channel and transmission state, so we then sketch \emphGain-Adaptive Power Control, a MAC protocol that provides significant benefit with only local and prior information. Compared to optimal, we show that this practical MAC can transmit concurrently 75% of the time, but requires a larger minimum source separation. We also show that least one sender can capture the channel 77–88% of the time, regardless of source and receiver location, so the cost of failed concurrent communication is only slightly worse than RTS/CTS. These results provide compelling evidence that future MAC protocols should exploit power control and channel capture.

@inproceedings{ cheung-gil-aaai-ses-07,
 title = {Towards Privacy Aware Data Analysis Workflows for e-Science},
 author = {William Cheung and Yolanda Gil},
 booktitle = {Proceedings of the AAAI Workshop on Semantic e-Science (SeS2007), held in conjunction with the Twenty-Second Conference of the  Association for the Advancement of Artificial Intelligence (AAAI)}, 
 address = {Vancouver, British Columbia, Canada},
 year = {2007},
 url = {https://knowledgecaptureanddiscovery.github.io/yolanda_gil_website/papers/cheung-gil-aaai-ses-07.pdf }
 }

@article{DBLP:journals/ws/GilA07,
  author       = {Yolanda Gil and
                  Donovan Artz},
  title        = {Towards content trust of web resources},
  journal      = {J. Web Semant.},
  volume       = {5},
  number       = {4},
  pages        = {227--239},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.websem.2007.09.005},
  doi          = {10.1016/J.WEBSEM.2007.09.005},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ws/GilA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{mirkovic2007towards,
  title={Towards user-centric metrics for denial-of-service measurement},
  author={Mirkovic, Jelena and Hussain, Alefiya and Wilson, Brett and Fahmy, Sonia and Reiher, Peter and Thomas, Roshan and Yao, Wei-Min and Schwab, Stephen},
  booktitle={Proceedings of the 2007 workshop on Experimental computer science},
  pages={8--es},
  year={2007}
}

@InProceedings{Bartlett07d,
	author = 	"Genevieve Bartlett and John Heidemann and Christos Papadopoulos",
	title = 	"Understanding Passive and Active Service
                         Discovery",
	booktitle = 	"Proceedings of the " # "ACM Internet Measurement Conference",
	year = 		2007,
	sortdate = 		"2007-10-01", 
	publisher =	"ACM",
	address =	"San Diego, California, USA",
	month =		oct,
	pages =		"to appear",
	jlocation =	"johnh: pafile",
	keywords =	"passive service discovery, active service discovery",
	project = "ant, lander, predict",
	jsubject = "traffic_detection",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Bartlett07d.html",
	pdfurl =		"https://ant.isi.edu/%7ejohnh/PAPERS/Bartlett07d.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "ACM",
	copyrightterms = "Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. To copy otherwise, to republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. ",
	abstract = "
Increasingly, network operators do not directly operate computers on
their network, yet are responsible for assessing network
vulnerabilities to ensure compliance with laws and policies about
information disclosure, and tracking services that affect
provisioning.  Thus, with decentralized network management,
\emph{service discovery} becomes an important part of maintaining and
protecting computer networks.  We explore two approaches to service
discovery:  \emph{active probing} and \emph{passive monitoring}.
Active probing finds all services currently on the network, except
services temporarily unavailable or hidden by firewalls; however, it
is often too invasive, especially if used across administrative
boundaries.  Passive monitoring is typically much slower and can find
transient services, but misses services that are idle.  We compare the
accuracy of passive and active approaches to service discovery and
show that they are complimentary, highlighting the need for multiple
active scans coupled with long-duration passive monitoring.  We find
passive monitoring is well suited for quickly finding popular
services, finding servers responsible for 99\% of incoming connections
within minutes.  Active scanning is better suited to rapidly finding
\emph{all} servers, which is important for vulnerability
detection--one scan finds 98\% of services in two hours, missing only
a handful.  External scans are an unexpected ally to passive
monitoring, speeding service discovery by the equivalent of 9--15 days
of additional observation.  Finally, we show how the use of static or
dynamic addresses changes the effectiveness of service discovery, both
due to address reuse and VPN effects.
",
}

Increasingly, network operators do not directly operate computers on their network, yet are responsible for assessing network vulnerabilities to ensure compliance with laws and policies about information disclosure, and tracking services that affect provisioning. Thus, with decentralized network management, \emphservice discovery becomes an important part of maintaining and protecting computer networks. We explore two approaches to service discovery: \emphactive probing and \emphpassive monitoring. Active probing finds all services currently on the network, except services temporarily unavailable or hidden by firewalls; however, it is often too invasive, especially if used across administrative boundaries. Passive monitoring is typically much slower and can find transient services, but misses services that are idle. We compare the accuracy of passive and active approaches to service discovery and show that they are complimentary, highlighting the need for multiple active scans coupled with long-duration passive monitoring. We find passive monitoring is well suited for quickly finding popular services, finding servers responsible for 99% of incoming connections within minutes. Active scanning is better suited to rapidly finding \emphall servers, which is important for vulnerability detection–one scan finds 98% of services in two hours, missing only a handful. External scans are an unexpected ally to passive monitoring, speeding service discovery by the equivalent of 9–15 days of additional observation. Finally, we show how the use of static or dynamic addresses changes the effectiveness of service discovery, both due to address reuse and VPN effects.

@TechReport{Bartlett07b,
	author = "Genevieve Bartlett and John Heidemann and Christos Papadopoulos",
	title = 	"Understanding Passive and Active Service
                         Discovery  (extended)",
	institution = 	"USC/Information Sciences Institute",
	year = 		2007,
	sortdate = 		"2007-05-01",
	number =	"ISI-TR-2007-642",
	note = "To appear, ACM Internet Measurement Conference 2007",
	month =		may,
	keywords =	"passive service discovery, active service discovery",
	project = "ant, lander, predict",
	jsubject = "traffic_detection",
	jlocation =	"johnh: pafile",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Bartlett07b.html",
	pdfurl =		"https://ant.isi.edu/%7ejohnh/PAPERS/Bartlett07b.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	abstract = "
Increasingly, network operators do not directly operate computers on
their network, yet are responsible for assessing network
vulnerabilities to ensure compliance with laws and policies about
information disclosure, and tracking services that affect
provisioning.  Thus, with decentralized network management,
\emph{service discovery} becomes an important part of maintaining and
protecting computer networks.  We explore two approaches to service
discovery:  \emph{active probing} and \emph{passive monitoring}.
Active probing finds all services currently on the network, except
services temporarily unavailable or hidden by firewalls; however, it
is often too invasive, especially if used across administrative
boundaries.  Passive monitoring is typically much slower and can find
transient services, but misses services that are idle.  We compare the
accuracy of passive and active approaches to service discovery and
show that they are complimentary, highlighting the need for multiple
active scans coupled with long-duration passive monitoring.  We find
passive monitoring is well suited for quickly finding popular
services, finding servers responsible for 99\% of incoming connections
within minutes.  Active scanning is better suited to rapidly finding
\emph{all} servers, which is important for vulnerability
detection--one scan finds 98\% of services in two hours, missing only
a handful.  External scans are an unexpected ally to passive
monitoring, speeding service discovery by the equivalent of 9--15 days
of additional observation.  Finally, we show how the use of static or
dynamic addresses changes the effectiveness of service discovery, both
due to address reuse and VPN effects.
",
}

Increasingly, network operators do not directly operate computers on their network, yet are responsible for assessing network vulnerabilities to ensure compliance with laws and policies about information disclosure, and tracking services that affect provisioning. Thus, with decentralized network management, \emphservice discovery becomes an important part of maintaining and protecting computer networks. We explore two approaches to service discovery: \emphactive probing and \emphpassive monitoring. Active probing finds all services currently on the network, except services temporarily unavailable or hidden by firewalls; however, it is often too invasive, especially if used across administrative boundaries. Passive monitoring is typically much slower and can find transient services, but misses services that are idle. We compare the accuracy of passive and active approaches to service discovery and show that they are complimentary, highlighting the need for multiple active scans coupled with long-duration passive monitoring. We find passive monitoring is well suited for quickly finding popular services, finding servers responsible for 99% of incoming connections within minutes. Active scanning is better suited to rapidly finding \emphall servers, which is important for vulnerability detection–one scan finds 98% of services in two hours, missing only a handful. External scans are an unexpected ally to passive monitoring, speeding service discovery by the equivalent of 9–15 days of additional observation. Finally, we show how the use of static or dynamic addresses changes the effectiveness of service discovery, both due to address reuse and VPN effects.

@InProceedings{Syed07b,
	author = 	"Affan Syed and Wei Ye and Bhaskar Krishnamachari and John Heidemann",
	title = "Understanding Spatio-Temporal Uncertainty in Medium Access with ALOHA Protocols",
	booktitle = 	"Proceedings of the " # "Second" # " ACM International Workshop on UnderWater Networks ({WUWNet}) ",
	year = 		2007,
	sortdate = "2007-09-01",
	project = "ilense, snuse, cisoft",
	jsubject = "sensornet_high_latency",
	publisher =	"ACM",
	address =	"Montr{\'e}al, Quebec, Canada",
	month =		sep,
	pages =		"41--48",
	location =	"johnh: pafile",
	keywords =	"ALOHA, underwater MAC",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "ACM",
	copyrightterms = "Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. To copy otherwise, to republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. ",
	doi = "http://doi.acm.org/10.1145/1287812.1287822",
	url = "http://www.isi.edu/%7ejohnh/PAPERS/Syed07b.html",
	pdfurl = "http://www.isi.edu/%7ejohnh/PAPERS/Syed07b.pdf",
	abstract = "
The goal of this paper is to gain deep understanding of how
location-dependent propagation latency affects medium access control
(MAC) by using ALOHA as a case study.  MAC protocols in underwater
acoustic networks suffer from latency that is five orders-of-magnitude
larger than that in radio networks.  Existing work on analyzing MAC
throughput in RF networks, where the propagation latency is
negligible, generally makes assumptions that render propagation
latency irrelevant.  As a result, only transmit time is considered as
being uncertain in contention-based protocols.  We introduce the
spatial dimension of uncertainty that is inherent to varying locations
of transmitters, resulting in unequal propagation latency to a
receiver, where collision occurs.  We show through simulation that the
benefit of synchronization in slotted ALOHA is lost due to such
latency.  We propose a modification that adds guard bands to
transmission slots to handle spatial uncertainty.  We then perform
simulation and first order analysis on this modified MAC to find its
optimal operating parameters.
",
}

%	title = 	"{T-Lohi}: A New Class of {MAC} Protocols for
%                         Underwater Acoustic Sensor Networks",

The goal of this paper is to gain deep understanding of how location-dependent propagation latency affects medium access control (MAC) by using ALOHA as a case study. MAC protocols in underwater acoustic networks suffer from latency that is five orders-of-magnitude larger than that in radio networks. Existing work on analyzing MAC throughput in RF networks, where the propagation latency is negligible, generally makes assumptions that render propagation latency irrelevant. As a result, only transmit time is considered as being uncertain in contention-based protocols. We introduce the spatial dimension of uncertainty that is inherent to varying locations of transmitters, resulting in unequal propagation latency to a receiver, where collision occurs. We show through simulation that the benefit of synchronization in slotted ALOHA is lost due to such latency. We propose a modification that adds guard bands to transmission slots to handle spatial uncertainty. We then perform simulation and first order analysis on this modified MAC to find its optimal operating parameters.

@InProceedings{Heidemann07a,
	author = "John Heidemann and Wei Ye and Jack Wills",
	title = 	"Underwater Networking Research at {USC/ISI}",
	booktitle = 	"Proceedings of the " # "Undersea Distributed Networked Systems Conference",
	year = 		2007,
	sortdate = "2007-02-01",
	project = "ilense",
	jsubject = "sensornet_high_latency",
	xxxpublisher =	"xxx",
	address =	"Newport, Rhode Island, USA",
	month =		feb,
	xxxpages =		"to appear?",
	location =	"johnh: pafile",
	keywords =	"underwater sensornet, overview",
	url =		"http://www.isi.edu/%7ejohnh/PAPERS/Heidemann07a.html",
	pdfurl =	"http://www.isi.edu/%7ejohnh/PAPERS/Heidemann07a.pdf",
	abstract = "No formal abstract, but this 1-page white paper
                         summarizes ongoing research in underwater
                         sensor networking at USC/ISI as of 2007",
}

No formal abstract, but this 1-page white paper summarizes ongoing research in underwater sensor networking at USC/ISI as of 2007

@inproceedings{proc_jorge:consistencypartitionsdivergenceest:07,
 address = {Nice, France},
 author = {Silva, Jorge and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the IEEE International Symposium on Information Theory (ISIT)},
 doi = {10.1109/ISIT.2007.4557518},
 link = {http://sail.usc.edu/publications/files/silvaisit2007.pdf},
 month = {Jun},
 pages = {2021-2025},
 title = {Universal consistency of data-driven partitions for divergence estimation},
 year = {2007}
}

@ARTICLE{michelson07:ijdar,
  author = {Matthew Michelson and Craig A. Knoblock},
  title = {Unsupervised Information Extraction from Unstructured, Ungrammatical Data Sources on the World Wide Web},
  journal = {International Journal of Document Analysis and Recognition (IJDAR),
	Special Issue on Noisy Text Analytics},
  volume = {10},
  number = {3-4},
  pages = {211-226},
  year = {2007},
  urlLink= "http://tinyurl.com/ycmuv97",
  urlPaper= "http://usc-isi-i2.github.io/papers/michelson07-ijdar.pdf",
  Keywords = {"Record Linkage"}
}

@article{DBLP:journals/corr/abs-0708-2414,
  author       = {Kristina Lerman},
  title        = {User Participation in Social Media: Digg Study},
  journal      = {CoRR},
  volume       = {abs/0708.2414},
  year         = {2007},
  url          = {http://arxiv.org/abs/0708.2414},
  eprinttype    = {arXiv},
  eprint       = {0708.2414},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-0708-2414.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{proc_busso:neutralspchmodelsemotional:icslp07,
 address = {Antwerp, Belgium},
 author = {Busso, Carlos and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/BussoInterSpeech2007.pdf},
 month = {Aug},
 pages = {2225-2228},
 title = {Using neutral speech models for emotional speech analysis},
 year = {2007}
}

@inproceedings{collins2007using,
  title={Using uncleanliness to predict future botnet addresses},
  author={Collins, M Patrick and Shimeall, Timothy J and Faber, Sidney and Janies, Jeff and Weaver, Rhiannon and De Shon, Markus and Kadane, Joseph},
  booktitle={Proceedings of the 7th ACM SIGCOMM conference on Internet measurement},
  pages={93--104},
  year={2007}
}

@inproceedings{jin2007vizscript,
  title={Vizscript: visualizing complex interactions in multi-agent systems},
  author={Jin, Jing and Maheswaran, Rajiv T and Sanchez, Romeo and Szekely, Pedro},
  booktitle={Proceedings of the 12th international conference on Intelligent user interfaces},
  pages={369--372},
  year={2007},
  organization={ACM}
}

@inproceedings{mirkovic2007service,
  title={When is service really denied? a user-centric dos metric},
  author={Mirkovic, Jelena and Hussain, Alefiya and Willson, Brett and Fahmy, Sonia and Yao, Wei-Min and Reiher, Peter and Schwab, Stephen and Thomas, Roshan},
  booktitle={Proceedings of the 2007 ACM SIGMETRICS international conference on Measurement and modeling of computer systems},
  pages={357--358},
  year={2007}
}