@InProceedings{	  srinivasan2014cleanup,
  Author	= {Sudarshan Srinivasan and Gideon Juve and Ferreira da
		  Silva, Rafael and Karan Vahi and Ewa Deelman},
  Title		= {A Cleanup Algorithm for Implementing Storage Constraints
		  in Scientific Workflow Executions},
  BookTitle	= {9th Workshop on Workflows in Support of Large-Scale
		  Science (WORKS)},
  Year		= {2014},
  Note		= {Funding Acknowledgements: OCI SI2-SSI program grant
		  #1148515},
  URL		= {http://pegasus.isi.edu/publications/2014/2014-works.pdf},
  DOI		= {10.1109/WORKS.2014.8}
}

@inproceedings{slepicka2014:iswc-demo,
	author = {Jason Slepicka and Chengye Yin and Pedro Szekely and Craig A. Knoblock},
	title = {A Demonstration of Linked Data Source Discovery and Integration },
	booktitle = {Proceedings of the ISWC 2014 Posters \& Demonstrations Track},
	editors = {Matthew Horridge and Marco Rospocher and Jacco van Ossenbruggen},
	year = {2014},
	publisher = "CEUR, 1272",	
	urlPaper = {http://ceur-ws.org/Vol-1272/paper_129.pdf},
	urlLink = "http://ceur-ws.org/Vol-1272/"
	}

@inproceedings{barnhart2014further,
  title={A Further Look at Potential Impact of Satlets on Design, Production, and Cost of Satellite Systems},
  author={Barnhart, David and Hill, Lisa and Fowler, Erin and Hunter, Roger and Hoag, Lucy and Sullivan, Brook and Will, Peter},
  booktitle={Small Satellite Conference},
  month = aug,
  year={2014}
}

@conference{Shila2014A-Multi-pa,
	author = {Shila, Devu and Venugopalan, Vivek and Murray, Brian},
	booktitle = {CyberSecurity For Cyber-Physical Vehicle Systems},
	date-added = {2021-01-30 10:24:15 -0500},
	date-modified = {2021-01-30 10:24:15 -0500},
	institution = {Society of Automotive Engineers (SAE) International conference},
	keywords = {security},
	month = apr,
	note = {\textbf{[Best Presentation Award]}},
	organization = {Society of Automotive Engineers (SAE) International conference},
	title = {{A Multi-parameter Detection Scheme to Seek Stealthy Hardware Trojan Threats in FPGAs}},
	year = {2014}}

@inproceedings{Chaspari2014NonHomogeneous,
 author = {Chaspari, Theodora and Goodwin, Matthew and Wilder-Smith, Oliver and Gulsrud, Amanda and Mucchetti, Charlotte and Kasari, Connie and Narayanan, Shrikanth},
 bib2html_rescat = {care},
 booktitle = {Proceedings of IEEE International Conference on Audio, Speech and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2014.6853870},
 link = {http://sail.usc.edu/publications/files/Chaspari_ICASSP14.pdf},
 location = {Florence, Italy},
 month = {May},
 title = {A Non-Homogeneous Poisson Process Model of Skin Conductance Responses Integrated with Observed Regulatory Behaviors for Autism Intervention},
 year = {2014}
}

@article{simpsom2014,
title = "A Novel Multi-Institutional Database for Tracking and Reporting Dose-Volume Data and Normal Tissue Effects ",
journal = "International Journal of Radiation Oncology *Biology *Physics ",
volume = "90",
number = "1",
pages = "S849 - S850",
year = "2014",
note = "Proceedings of the American Society for Radiation Oncology 56th Annual Meeting ASTRO's 56th Annual Meeting. doi: 10.1016/j.ijrobp.2014.05.2435",
issn = "0360-3016",
doi = "http://dx.doi.org/10.1016/j.ijrobp.2014.05.2435",
url = "http://www.sciencedirect.com/science/article/pii/S0360301614030867",
author = "D.R. Simpson and J.L. Ambite and R. Kosztyla and G. Kumaraguruparan and M. Liu and K.L. Moore and J.D. Murphy and J. Wu and V. Moiseenko"
}

@inproceedings{sathe14sigspatial,
  author = {Mihir Sathe and Craig A. Knoblock and Yao-Yi Chiang and Aaron Harris},
  booktitle = {Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems},
  title = {A Parallel Query Engine for Interactive Spatiotemporal Analysis},
  urlpaper = {http://usc-isi-i2.github.io/papers/sathe14-sigspatial.pdf},
  urlslides = {http://usc-isi-i2.github.io/slides/sathe14-sigspatial-poster.pdf},
  year = {2014}
}

@InProceedings{	  pietri2014estimate,
  Author	= {Ilia Pietri and Gideon Juve and Ewa Deelman and Rizos
		  Sakellariou},
  URL		= {http://pegasus.isi.edu/publications/2014/pietri-works14.pdf},
  Title		= {A Performance Model to Estimate Execution Time of
		  Scientific Workflows on the Cloud},
  BookTitle	= {9th Workshop on Workflows in Support of Large-Scale
		  Science (WORKS)},
  Year		= {2014},
  Note		= {Funding Acknowledgments: DOE contract for dv/dt ER26110},
  DOI		= {10.1109/WORKS.2014.12}
}

@inproceedings{Benitez2014AReal-TimeMRIStudy,
 author = {Benitez, Andres and Ramanarayanan, Vikram and Goldstein, Louis and Narayanan, Shrikanth},
 bib2html_rescat = {span},
 booktitle = {Proceedings of Interspeech},
 doi = {10.1371/journal.pone.0104168},
 link = {http://sail.usc.edu/publications/files/benitez_ramanarayanan_as_l2_is2014.pdf},
 month = {Sep},
 title = {A Real-Time MRI Study of Articulatory Setting in Second Language Speech},
 year = {2014}
}

@inproceedings{taheriyan14:icsc,
  author = {Mohsen Taheriyan and Craig A. Knoblock and Pedro Szekely and Jose Luis Ambite},
  title = {{A Scalable Approach to Learn Semantic Models of Structured Sources}},
  booktitle = {Proceedings of the 8th IEEE International Conference on Semantic Computing (ICSC 2014)},
  year = {2014},
  urlpaper = {http://usc-isi-i2.github.io/papers/taheriyan14-icsc.pdf},
  urlslides = {http://www.slideshare.net/mohsentaheriyan/a-scalable-approach-to-learn-semantic-models-of-structured-sources},
}

@InProceedings{	  santanaperez2014semantic,
  Author	= {Idafen Santana-Perez and Ferreira da Silva, Rafael and
		  Mats Rynge and Ewa Deelman and Maria S. Perez-Hernandez and
		  Oscar Corcho},
  URL		= {http://pegasus.isi.edu/publications/2014/2014-reppar.pdf},
  Title		= {A Semantic-Based Approach to Attain Reproducibility of
		  Computational Environments in Scientific Workflows: A Case
		  Study},
  BookTitle	= {1st International Workshop on Reproducibility in Parallel
		  Computing (REPPAR), in conjunction with Euro-Par 2014},
  Year		= {2014},
  Note		= {Funding Acknowledgments: NSF FutureGrid 0910812}
}

@inproceedings{Papadopoulos2014SupervisedSNR,
 author = {Papadopoulos, Pavlos and Tsiartas, Andreas and Gibson, James and Narayanan, Shrikanth},
 bib2html_rescat = {},
 booktitle = {Proceedings of IEEE International Conference on Audio, Speech and Signal Processing (ICASSP)},
 doi = {https://doi.org/10.1109/icassp.2014.6855207},
 link = {http://sail.usc.edu/publications/files/p8287-papadopoulos.pdf},
 location = {Florence, Italy},
 month = {May},
 title = {A Supervised Signal-To-Noise Ratio Estimation Of Speech Signals},
 year = {2014}
}

@article{chiang14:acmsurveys,
  Author = "Yao-Yi Chiang and Stefan Leyk and Craig A. Knoblock",
  title = "A Survey of Digital Map Processing Techniques",
  Journal = "ACM Computing Surveys",
  volume =  "47",
  number =  "1",
  Year =    "2014",
  Pages =   "1--44",
  urlLink= "http://dl.acm.org/citation.cfm?id=2557423",
  urlPaper= "http://usc-isi-i2.github.io/papers/chiang14-acm.pdf",
  Keywords = {"Map Extraction","Geospatial Integration"},
  }
  

@inproceedings{chiang14sigspatial-karma,
  author = {Yao-Yi Chiang and Bo Wu and Akshay Anand and Ketan Akade and Craig A. Knoblock},
  booktitle = {Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems},
  title = {A System for Efficient Cleaning and Transformation of Geospatial Data Attributes},
  urlpaper = {http://usc-isi-i2.github.io/papers/chiang14-sigspatial-arckarma.pdf},
  year = {2014}
}

@InProceedings{	  silva2014modsim,
  Author	= {Ferreira da Silva, Rafael and Thomas Fahringer and Juan J.
		  Durillo and Ewa Deelman},
  URL		= {http://pegasus.isi.edu/publications/2014/2014-modsim.pdf},
  Title		= {A Unified Approach for Modeling and Optimization of
		  Energy, Makespan and Reliability for Scientific Workflows
		  on Large-Scale Computing Infrastructures},
  BookTitle	= {Workshop on Modeling and Simulation of Systems and
		  Applications (MODSIM)},
  Year		= {2014},
  Note		= {Funding Acknowledgments: DOE contract for dv/dt
		  ER26110).}
}

@InProceedings{grycner:akbc14,
    author = "Grycner, Adam and Weikum, Gerhard and Pujara, Jay and Foulds, James and Getoor, Lise",
    bib_url = "/pubs/bib/grycner-akbc14.bib",
    booktitle = "Fourth Workshop on Automated Knowledge Base Construction",
    organization = "NIPS",
    pdf_url = "/pubs/2014/grycner-akbc14/grycner-akbc14.pdf",
    sec = "ws",
    title = "A Unified Probabilistic Approach for Semantic Clustering of Relational Phrases",
    year = "2014"
}

@article{kocoloski2014virtual,
  title={A VIRTUAL CLUSTER TEST ENVIRONMENT FOR OPERATING SYSTEM AND RUNTIME DEVELOPMENT},
  author={KOCOLOSKI, BRIAN J and PEDRETTI, KEVIN T and GRANT, RYAN E and DEBONIS, DAVID},
  journal={CSRI SUMMER PROCEEDINGS 2013},
  pages={176},
  year={2014}
}

@INPROCEEDINGS{Zhu14socialcom,
  AUTHOR =       {Linhong Zhu and Kristina Lerman},
  TITLE =        {A Visibility-based Model for Link Prediction in Social Media},
  BOOKTITLE =    {Proceedings of the ASE/IEEE Conference on Social Computing},
  YEAR =         {2014},
  abstract =     {A core task of social network analysis is to predict the formation of new social links. In the context of social media,
link prediction serves as the foundation for forecasting the evolution of the follower graph and predicting interactions
and the flow of information between users. Previous link prediction methods have generally represented the social
network as a graph and leveraged topological and semantic measures of similarity between two nodes to evaluate the
probability of link formation. In this work, we suggest another link creation mechanism for social media wherein a
user v creates a link to user u after seeing u�s name on his or her screen. In other words, visibility of a user (name) is
a necessary condition for new link formation. We propose a visibility-based model for link prediction, which estimates
the probability of a user views another user�s name, and use this model to predict new links. We further estimate
a set of parameters in the proposed visibility-based model by a Maximum-Likelihood approach with a MM algorithm.
Empirical study shows that the proposed model can more accurately predict both follow and co-mention links than alternative
state-of-the-art methods. Our work suggests that the effort required to discover a new social contact is negatively
correlated with link formation, and the easier it is to discover a user, the higher the likelihood a link to the user
will be created.},
   url = {http://www.isi.edu/integration/people/lerman/papers/SocialCom14.pdf},
  keywords =     {social-dynamics},
}

A core task of social network analysis is to predict the formation of new social links. In the context of social media, link prediction serves as the foundation for forecasting the evolution of the follower graph and predicting interactions and the flow of information between users. Previous link prediction methods have generally represented the social network as a graph and leveraged topological and semantic measures of similarity between two nodes to evaluate the probability of link formation. In this work, we suggest another link creation mechanism for social media wherein a user v creates a link to user u after seeing u�s name on his or her screen. In other words, visibility of a user (name) is a necessary condition for new link formation. We propose a visibility-based model for link prediction, which estimates the probability of a user views another user�s name, and use this model to predict new links. We further estimate a set of parameters in the proposed visibility-based model by a Maximum-Likelihood approach with a MM algorithm. Empirical study shows that the proposed model can more accurately predict both follow and co-mention links than alternative state-of-the-art methods. Our work suggests that the effort required to discover a new social contact is negatively correlated with link formation, and the easier it is to discover a user, the higher the likelihood a link to the user will be created.

@inproceedings{abadi2014collaborative,
  title={A collaborative approach to heading estimation for smartphone-based PDR indoor localisation},
  author={Abadi, Marzieh Jalal and Luceri, Luca and Hassan, Mahbub and Chou, Chun Tung and Nicoli, Monica},
  booktitle={2014 International conference on indoor positioning and indoor navigation (IPIN)},
  pages={554--563},
  year={2014},
  organization={IEEE}
}

@inproceedings{zhang2014distributed,
  title={A distributed optimization algorithm for attack-resilient wide-area monitoring of power systems: Theoretical and experimental methods},
  author={Zhang, Jianhua and Jaipuria, Prateek and Chakrabortty, Aranya and Hussain, Alefiya},
  booktitle={International Conference on Decision and Game Theory for Security},
  pages={350--359},
  year={2014},
  organization={Springer, Cham}
}

@InProceedings{Hutchings2014,
  author       = {Hutchings, Brad L and Monson, Joshua and Savory, Danny and Keeley, Jared},
  title        = {A power side-channel-based digital to analog converterfor Xilinx FPGAs},
  booktitle    = {Proceedings of the 2014 ACM/SIGDA international symposium on Field-programmable gate arrays},
  year         = {2014},
  pages        = {113--116},
  organization = {ACM},
  month = feb,
  url = {https://doi.org/10.1145/2554688.2554770},
  doi = {10.1145/2554688.2554770},
}

@inproceedings{Kim2014Astudyofinvariant,
 author = {Kim, Jangwon and Erickson, Donna and Lee, Sungbok and Narayanan, Shrikanth},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of Interspeech},
 link = {http://sail.usc.edu/publications/files/manuscript.pdf},
 month = {Sep},
 title = {A study of invariant properties and variation patterns in the converter/distributor model for emotional speech},
 year = {2014}
}

@inproceedings{DBLP:conf/semweb/KejriwalM14a,
  author    = {Mayank Kejriwal and
               Daniel P. Miranker},
  editor    = {Pavel Shvaiko and
               J{\'{e}}r{\^{o}}me Euzenat and
               Ming Mao and
               Ernesto Jim{\'{e}}nez{-}Ruiz and
               Juanzi Li and
               Axel Ngonga},
  title     = {A two-step blocking scheme learner for scalable link discovery},
  booktitle = {Proceedings of the 9th International Workshop on Ontology Matching
               collocated with the 13th International Semantic Web Conference {(ISWC}
               2014), Riva del Garda, Trentino, Italy, October 20, 2014},
  series    = {{CEUR} Workshop Proceedings},
  volume    = {1317},
  pages     = {49--60},
  publisher = {CEUR-WS.org},
  year      = {2014},
  url       = {http://ceur-ws.org/Vol-1317/om2014\_Tpaper5.pdf},
  timestamp = {Wed, 12 Feb 2020 16:44:51 +0100},
  biburl    = {https://dblp.org/rec/conf/semweb/KejriwalM14a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{ ISI:000343655300141,
Author = {Yang, Zhaojun and Metallinou, Angeliki and Erzin, Engin and Narayanan,
   Shrikanth},
Book-Group-Author = {{IEEE}},
Title = {{ANALYSIS OF INTERACTION ATTITUDES USING DATA-DRIVEN HAND GESTURE PHRASES}},
Booktitle = {{2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL
   PROCESSING (ICASSP)}},
Series = {{International Conference on Acoustics Speech and Signal Processing
   ICASSP}},
Year = {{2014}},
Note = {{IEEE International Conference on Acoustics, Speech and Signal Processing
   (ICASSP), Florence, ITALY, MAY 04-09, 2014}},
Organization = {{IEEE}},
Abstract = {{Hand gesture is one of the most expressive, natural and common types of
   body language for conveying attitudes and emotions in human
   interactions. In this paper, we study the role of hand gesture in
   expressing attitudes of friendliness or conflict towards the
   interlocutors during interactions. We first employ an unsupervised
   clustering method using a parallel HMM structure to extract recurring
   patterns of hand gesture (hand gesture phrases or primitives). We
   further investigate the validity of the derived hand gesture phrases by
   examining the correlation of dyad's hand gesture for different
   interaction types defined by the attitudes of interlocutors. Finally, we
   model the interaction attitudes with SVM using the dynamics of the
   derived hand gesture phrases over an interaction. The classification
   results are promising, suggesting the expressiveness of the derived hand
   gesture phrases for conveying attitudes and emotions.}},
ISSN = {{1520-6149}},
ISBN = {{978-1-4799-2893-4}},
ResearcherID-Numbers = {{Erzin, Engin/H-1716-2011}},
ORCID-Numbers = {{Erzin, Engin/0000-0002-2715-2368}},
Unique-ID = {{ISI:000343655300141}},
}

Hand gesture is one of the most expressive, natural and common types of body language for conveying attitudes and emotions in human interactions. In this paper, we study the role of hand gesture in expressing attitudes of friendliness or conflict towards the interlocutors during interactions. We first employ an unsupervised clustering method using a parallel HMM structure to extract recurring patterns of hand gesture (hand gesture phrases or primitives). We further investigate the validity of the derived hand gesture phrases by examining the correlation of dyad's hand gesture for different interaction types defined by the attitudes of interlocutors. Finally, we model the interaction attitudes with SVM using the dynamics of the derived hand gesture phrases over an interaction. The classification results are promising, suggesting the expressiveness of the derived hand gesture phrases for conveying attitudes and emotions.

@inproceedings{DBLP:conf/icassp/ChoudharyKNM14,
  author       = {Sunav Choudhary and
                  Naveen Kumar and
                  Srikanth Narayanan and
                  Urbashi Mitra},
  title        = {Active target detection with mobile agents},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
                  {ICASSP} 2014, Florence, Italy, May 4-9, 2014},
  pages        = {4185--4189},
  year         = {2014},
  crossref     = {DBLP:conf/icassp/2014},
  url          = {https://doi.org/10.1109/ICASSP.2014.6854390},
  doi          = {10.1109/ICASSP.2014.6854390},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/ChoudharyKNM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{Chervenak2014a,
	acmid = {2688395},
	address = {{Piscataway, NJ, USA}},
	author = {Chervenak, Ann L. and Sim, Alex and Gu, Junmin and Schuler, Robert E. and Hirpathak, Nandan},
	booktitle = {Proceedings of the {{Fourth International Workshop}} on {{Network-Aware Data Management}}},
	date-added = {2018-09-12 15:11:16 -0700},
	date-modified = {2020-01-21 15:51:59 -0800},
	isbn = {978-1-4799-7019-3},
	keywords = {bulk data transfer,performance-based adaptation,policy-based resource allocation,resource constrained,throughput},
	pages = {1--8},
	publisher = {{IEEE Press}},
	series = {{{NDM}} '14},
	title = {Adaptation and {{Policy-based Resource Allocation}} for {{Efficient Bulk Data Transfers}} in {{High Performance Computing Environments}}},
	year = {2014}}

@inproceedings{Malandrakis2014AffectiveLangadapt,
 author = {Malandrakis, Nikolaos and Potamianos, Alexandros and J Hsu, Kean and N Babeva, Kalina and C Feng, Michelle and C Davison, Gerald and Narayanan, Shrikanth},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of IEEE International Conference on Audio, Speech and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2014.6854521},
 link = {http://sail.usc.edu/publications/files/p4871-malandrakis.pdf},
 location = {Florence, Italy},
 month = {May},
 title = {Affective language model adaptation via corpus selection},
 year = {2014}
}

@article{hussein_alexu-word_2014,
	title = {{AlexU}-Word: A New Dataset for Isolated-Word Closed-Vocabulary Offline Arabic Handwriting Recognition},
	rights = {All rights reserved},
	url = {http://arxiv.org/abs/1411.4670},
	shorttitle = {{AlexU}-Word},
	abstract = {In this paper, we introduce the first phase of a new dataset for offline Arabic handwriting recognition. The aim is to collect a very large dataset of isolated Arabic words that covers all letters of the alphabet in all possible shapes using a small number of simple words. The end goal is to collect a very large dataset of segmented letter images, which can be used to build and evaluate Arabic handwriting recognition systems that are based on segmented letter recognition. The current version of the dataset contains \$25114\$ samples of \$109\$ unique Arabic words that cover all possible shapes of all alphabet letters. The samples were collected from \$907\$ writers. In its current form, the dataset can be used for the problem of closed-vocabulary word recognition. We evaluated a number of window-based descriptors and classifiers on this task and obtained an accuracy of \$92.16{\textbackslash}\%\$ using a {SIFT}-based descriptor and {ANN}.},
	journaltitle = {{arXiv}:1411.4670 [cs]},
	author = {Hussein, Mohamed E. and Torki, Marwan and Elsallamy, Ahmed and Fayyaz, Mahmoud},
	urldate = {2019-05-01},
	date = {2014-11-17},
	year = {2014},
	eprinttype = {arxiv},
	eprint = {1411.4670},
	keywords = {Computer Science - Computer Vision and Pattern Recognition, I.5.2, I.7.5},
	file = {arXiv\:1411.4670 PDF:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\2R2AFY2X\\Hussein et al. - 2014 - AlexU-Word A New Dataset for Isolated-Word Closed.pdf:application/pdf;arXiv.org Snapshot:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\3TRZNMC2\\1411.html:text/html}
}

In this paper, we introduce the first phase of a new dataset for offline Arabic handwriting recognition. The aim is to collect a very large dataset of isolated Arabic words that covers all letters of the alphabet in all possible shapes using a small number of simple words. The end goal is to collect a very large dataset of segmented letter images, which can be used to build and evaluate Arabic handwriting recognition systems that are based on segmented letter recognition. The current version of the dataset contains $25114$ samples of $109$ unique Arabic words that cover all possible shapes of all alphabet letters. The samples were collected from $907$ writers. In its current form, the dataset can be used for the problem of closed-vocabulary word recognition. We evaluated a number of window-based descriptors and classifiers on this task and obtained an accuracy of $92.16{\}%$ using a SIFT-based descriptor and ANN.

@InCollection{parundekar2014ldm,
	Author = "Rahul Parundekar and Craig A. Knoblock and Jose Luis Ambite",
	Title = "Aligning ontologies of linked data",
	Editors = " Andreas Harth, Katja Hose, and Ralf Schenkel",
	Booktitle = "Linked Data Management: Principles and Techniques",
	Publisher = "CRC Press", 
	Year = "2014",
	urlPaper= "http://usc-isi-i2.github.io/papers/parundekar14-ldmgmt.pdf"
	}

@article{gil-etal-science14,
 title = {Amplify Scientific Discovery with Artificial Intelligence},
 author = {Yolanda Gil and Mark Greaves and James Hendler and Haym Hirsh},
  journal = {Science},
  volume = 346,
  number = 6206,
  pages = {171-172},
  year      = {2014},
  doi = {10.1126/science.1259439},
  ee = {http://dx.doi.org/10.1126/science.1259439}
}

@InProceedings{may-benjira-echihabi:2014:AMTA,
  author    = {May, Jonathan  and  Benjira, Yassine and Echihabi, Abdessamad},
  title     = {An Arabizi-English Social Media Statistical Machine Translation System},
  booktitle = {Proceedings of the Eleventh Biennial Conference of the
Association for Machine Translation in the Americas},
  month     = {October},
  year      = {2014},
  address   = {Vancouver, Canada},
  publisher = {Association for Machine Translation in the Americas},
}

% missing: "Identifying Useful Human Correction Feedback from an On-line Machine Translation Service", (A. Barrón-Cedeño, L. Màrquez, L., C. Henríquez Q., L. Formiga, E. Romero, & J. May), Proc. IJCAI, 2013.

@inproceedings{Schuler2014b,
	abstract = {Increasingly, advances in biomedical research are the result of combining and analyzing heterogeneous data types from different sources, spanning genomic, proteomic, imaging, and clinical data. Yet despite the proliferation of data-driven methods, tools to support the integration and management of large collections of data for purposes of data driven discovery are scarce, leaving scientists with ad hoc and inefficient processes. The scientific process could benefit significantly from lightweight methods for data integration that allow for exploratory, incrementally refined integration of heterogeneous data. In this paper, we address this problem by introducing a new asset management based approach designed to support continuous integration of biomedical data. We describe the system and our experiences using it in the context of several scientific applications.},
	address = {{Cham}},
	author = {Schuler, Robert E. and Kesselman, Carl and Czajkowski, Karl},
	booktitle = {Data {{Integration}} in the {{Life Sciences}}},
	doi = {10.1007/978-3-319-08590-6_1},
	editor = {Galhardas, Helena and Rahm, Erhard},
	file = {/Users/schuler/Zotero/storage/H8YABUWI/Schuler et al. - 2014 - An Asset Management Approach to Continuous Integra.pdf},
	isbn = {978-3-319-08590-6},
	pages = {1--15},
	publisher = {{Springer International Publishing}},
	title = {An {{Asset Management Approach}} to {{Continuous Integration}} of {{Heterogeneous Biomedical Data}}},
	year = {2014},
	bdsk-url-1 = {https://doi.org/10.1007/978-3-319-08590-6_1}}

Increasingly, advances in biomedical research are the result of combining and analyzing heterogeneous data types from different sources, spanning genomic, proteomic, imaging, and clinical data. Yet despite the proliferation of data-driven methods, tools to support the integration and management of large collections of data for purposes of data driven discovery are scarce, leaving scientists with ad hoc and inefficient processes. The scientific process could benefit significantly from lightweight methods for data integration that allow for exploratory, incrementally refined integration of heterogeneous data. In this paper, we address this problem by introducing a new asset management based approach designed to support continuous integration of biomedical data. We describe the system and our experiences using it in the context of several scientific applications.

@inproceedings{Bone2014AnInvestigationofVocal,
 author = {Bone, Daniel and Lee, Chi-Chun and Potamianos, Alexandros and Narayanan, Shrikanth},
 bib2html_rescat = {care},
 booktitle = {Proceedings of Interspeech},
 link = {http://sail.usc.edu/publications/files/VocalArousalInteraction_Interspeech2014_v3_submission.pdf},
 month = {Sep},
 title = {An Investigation of Vocal Arousal Dynamics in Child-Psychologist  Interactions using Synchrony Measures and a Conversation-based Model},
 year = {2014}
}

@article{Yang2014AnalysisandPredictiveModeling,
 author = {Yang, Zhaojun and Metallinou, Angeliki and Narayanan, Shrikanth S.},
 bib2html_rescat = {bsp},
 doi = {10.1109/TMM.2014.2328311},
 journal = {IEEE Transactions on Multimedia},
 link = {http://sail.usc.edu/publications/files/ZhaojunYang-TMM-2014.pdf},
 month = {Oct},
 number = {6},
 pages = {1766-1778},
 title = {Analysis and Predictive Modeling of Body Language Behavior in Dyadic Interactions from Multimodal Interlocutor Cues},
 volume = {16},
 year = {2014}
}

@inproceedings{Yang2014AnalysisofEmotionalEffect,
 author = {Yang, Zhaojun and Narayanan, Shrikanth},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of Interspeech},
 link = {http://sail.usc.edu/publications/files/emotioneffect_gesturespeechinterplay.pdf},
 month = {Sep},
 title = {Analysis of Emotional Effect on  Speech-Body Gesture Interplay},
 year = {2014}
}

@article{das-etal-aimatters14,
  title = {Announcing the SIGAI Career Network and Conference},
  author = {Sanmay Das and Susan L. Epstein and Yolanda Gil},
  journal = {AI Matters},
  volume = {1},
  number = {1},
  year = {2014},
  url = {http://sigai.acm.org/static/aimatters/aimatters-issue-2014-01.pdf},
  ee = {http://dx.doi.org/10.1145/2639475.2649581}
}

@misc{sankaran2014apparatus,
  title={Apparatus and method for sharing a generic configuration across a group of network devices},
  author={Sankaran, Ganesh Chennimalai},
  year={2014},
  month=aug # "~5",
  note={US Patent 8,554,883}
}

@article{Ramanarayanan2014Arearticulatorysettingsmechanically,
 author = {Ramanarayanan, Vikram and Lammert, Adam and Goldstein, Louis and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 doi = {10.1371/journal.pone.0104168},
 journal = {PLoS One},
 link = {http://sail.usc.edu/publications/files/journal.pone.0104168.PDF},
 month = {Aug},
 number = {8},
 pages = {e104168},
 title = {Are articulatory settings mechanically advantageous for speech motor control?},
 volume = {9},
 year = {2014}
}

@article{DBLP:journals/aimatters/Gil14,
  author       = {Yolanda Gil},
  title        = {Artificial intelligence: no longer just for you and me},
  journal      = {{AI} Matters},
  volume       = {1},
  number       = {1},
  pages        = {4--5},
  year         = {2014},
  url          = {https://doi.org/10.1145/2639475.2639477},
  doi          = {10.1145/2639475.2639477},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/aimatters/Gil14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{khider_assessing_2014,
	title = {Assessing millennial-scale variability during the {Holocene}: {A} perspective from the western tropical {Pacific}},
	volume = {29},
	url = {https://github.com/khider/khider.github.io/blob/master/papers/Khider%20et%20al._2014_Paleoceanography.pdf},
	doi = {10.1002/2013PA002534},
	number = {3},
	journal = {Paleoceanography},
	author = {Khider, Deborah and Jackson, Charles S and Stott, Lowell},
	year = {2014},
	pages = {143--159},
}

@article{Kim2014Automaticintelligibilityclassificationof,
 author = {Kim, Jangwon and Kumar, Naveen and Tsiartas, Andreas and Li, Ming},
 bib2html_rescat = {span},
 doi = {dx.doi.org/10.1016/j.csl.2014.02.001},
 journal = {Computer, Speech, and Language},
 link = {http://sail.usc.edu/publications/files/kim-csl-2014-inpress.pdf},
 title = {Automatic intelligibility classification of sentence-level pathological speech},
 year = {2014}
}

@inproceedings{Can2014Barista,
 author = {Can, Dogan and Gibson, James and Vaz, Colin and Georgiou, Panayiotis and Narayanan, Shrikanth},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of IEEE International Conference on Audio, Speech and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2014.6854212},
 link = {http://sail.usc.edu/publications/files/p3330-can.pdf},
 location = {Florence, Italy},
 month = {May},
 pages = {3306-3310},
 title = {Barista: A Framework for Concurrent Speech Processing by USC-SAIL},
 year = {2014}
}

@conference {MuslehCloud2014,
	title = {Bridging the Virtualization Performance Gap for HPC Using {SR-IOV} for {InfiniBand}},
	booktitle = {International Conference on Cloud Computing},
	year = {2014},
	publisher = {IEEE},
	organization = {IEEE},
	url = {http://www.isi.edu/sites/default/files/users/jwalters/papers/Cloud_2014_IB.pdf},
	author = {Musleh, M. and Pai, Vijay S. and Walters, John Paul and Younge, Andrew and Crago, Stephen P.}
}

@Misc{Heidemann14a,
	author = 	"John Heidemann",
	title = 	"Broadening Network Performance: The Edge and Outages",
	howpublished = "Presentation at the Second perfSONAR NSF Workshop",
	month = 	feb,
	year = 	2014,
	sortdate = 	"2014-02-01",
	project = "ant",
	jsubject = "routing",
	jlocation = 	"johnh: pafile",
	keywords = 	"based on [Quan13c]",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Heidemann14a.html",
	pdfurl =	"https://ant.isi.edu/%7ejohnh/PAPERS/Heidemann14a.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	abstract = "
Network performance has often been studied through active measurements of
delay and throughput between specific sites.  While important to
understanding performance of the core network and among well-connected
sites, recent work has begun to explore broadening the subject in two
ways.  First, to consider network performance to millions of computers
at the network's edge, not just in a relatively well-connected mesh.
Second, to explore network reliability and outages, in addition to delay
and throughput.  We will report on our recent progress and ongoing work
in these areas.
",
}

Network performance has often been studied through active measurements of delay and throughput between specific sites. While important to understanding performance of the core network and among well-connected sites, recent work has begun to explore broadening the subject in two ways. First, to consider network performance to millions of computers at the network's edge, not just in a relatively well-connected mesh. Second, to explore network reliability and outages, in addition to delay and throughput. We will report on our recent progress and ongoing work in these areas.

@InProceedings{pujara:akbc14,
    author = "Pujara, Jay and Getoor, Lise",
    bib_url = "/pubs/bib/pujara-akbc14.bib",
    booktitle = "Fourth Workshop on Automated Knowledge Base Construction",
    organization = "NIPS",
    pdf_url = "/pubs/2014/pujara-akbc14/pujara-akbc14.pdf",
    sec = "ws",
    title = "Building Dynamic Knowledge Graphs",
    year = "2014"
}

@inproceedings{shi2014cardinal,
  title={Cardinal pill testing of system virtual machines},
  author={Shi, Hao and Alwabel, Abdulla and Mirkovic, Jelena},
  booktitle={23rd USENIX Security Symposium (USENIX Security 14)},
  pages={271--285},
  year={2014}
}

@inproceedings{DBLP:conf/ipaw/GarijoGH14,
  author       = {Daniel Garijo and
                  Yolanda Gil and
                  Andreas Harth},
  editor       = {Bertram Lud{\"{a}}scher and
                  Beth Plale},
  title        = {Challenges for Provenance Analytics Over Geospatial Data},
  booktitle    = {Provenance and Annotation of Data and Processes - 5th International
                  Provenance and Annotation Workshop, {IPAW} 2014, Cologne, Germany,
                  June 9-13, 2014. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {8628},
  pages        = {261--263},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-16462-5\_28},
  doi          = {10.1007/978-3-319-16462-5\_28},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipaw/GarijoGH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{garijo-etal-ipaw14,
  author = {Daniel Garijo and Yolanda Gil and Andreas Harth},
  title = {Challenges in Modeling Geospatial Provenance},
  booktitle = {Proceedings of the Fifth International Provenance and Annotation Workshop (IPAW)},
  address = {Cologne, Germany},
  year = {2014},
  url = {https://knowledgecaptureanddiscovery.github.io/yolanda_gil_website/papers/garijo-etal-ipaw14.pdf }
}

@article{mirkovic2014class,
  title={Class Capture-the-Flag Exercises},
  author={Mirkovic, Jelena and Peterson, Peter AH},
  journal={2014 USENIX Summit on Gaming, Games, and Gamification in Security Education (3GSE 14)},
  year={2014},
  publisher={USENIX Association}
}

@article{blackhole,
	Abstract = {The fate of classical information incident on a quantum black hole has been the subject of an ongoing controversy in theoretical physics, because a calculation within the framework of semi-classical curved-space quantum field theory appears to show that the incident information is irretrievably lost, in contradiction to time-honored principles such as time-reversibility and unitarity. Here, we show within this framework embedded in quantum communication theory that signaling from past to future null infinity in the presence of a Schwarzschild black hole can occur with arbitrary accuracy, and thus that classical information is not lost in black hole dynamics. The calculation relies on a treatment that is manifestly unitary from the outset, where probability conservation is guaranteed because black holes stimulate the emission of radiation in response to infalling matter. This stimulated radiation is non-thermal and contains all of the information about the infalling matter, while Hawking radiation contains none of it.},
	Author = {Christoph Adami and Greg {Ver Steeg}},
	Journal = {Classical and Quantum Gravity},
	Number = {7},
	Pages = {075015},
	Title = {Classical information transmission capacity of quantum black holes},
	Url = {http://stacks.iop.org/0264-9381/31/i=7/a=075015},
	Volume = {31},
	Year = {2014},
	Bdsk-Url-1 = {http://stacks.iop.org/0264-9381/31/i=7/a=075015}}

The fate of classical information incident on a quantum black hole has been the subject of an ongoing controversy in theoretical physics, because a calculation within the framework of semi-classical curved-space quantum field theory appears to show that the incident information is irretrievably lost, in contradiction to time-honored principles such as time-reversibility and unitarity. Here, we show within this framework embedded in quantum communication theory that signaling from past to future null infinity in the presence of a Schwarzschild black hole can occur with arbitrary accuracy, and thus that classical information is not lost in black hole dynamics. The calculation relies on a treatment that is manifestly unitary from the outset, where probability conservation is guaranteed because black holes stimulate the emission of radiation in response to infalling matter. This stimulated radiation is non-thermal and contains all of the information about the infalling matter, while Hawking radiation contains none of it.

@inproceedings{Van2014ClassificationofCognitiveLoad,
 author = {Van Segbroeck, Maarten and Travadi, Ruchir and Vaz, Colin and Kim, Jangwon and Black, Matthew P. and Potamianos, Alexandros and Narayanan, Shrikanth},
 booktitle = {Proceedings of Interspeech},
 link = {http://sail.usc.edu/publications/files/IS2014_Challenge.pdf},
 location = {Singapore [INTERSPEECH 2014  Computational Paralinguistics Challenge AWARD]},
 month = {Sep},
 title = {Classification of  Cognitive Load from Speech using an i-vector Framework},
 year = {2014}
}

@inproceedings{Tsiartas2014S2Scleannoisybilingual,
 author = {Tsiartas, Andreas and Kumar Ghosh, Prasanta and Georgiou, Panayiotis and Narayanan, Shrikanth},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of IEEE International Conference on Audio, Speech and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2014.6853570},
 link = {http://sail.usc.edu/publications/files/p121-tsiartas.pdf},
 location = {Florence, Italy},
 month = {May},
 title = {Classification of clean and noisy bilingual movie audio for speech-to-speech translation corpora design},
 year = {2014}
}

@article{Kim2014Co-registrationofspeechproduction,
 author = {Kim, Jangwon and Lammert, Adam and Ghosh, Prasanta Kumar and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 doi = {10.1121/1.4862880},
 journal = {J. Acoust. Soc. Am.},
 link = {http://sail.usc.edu/publications/files/JASMAN-000135-0EL115_1.pdf},
 month = {Feb},
 number = {2},
 pages = {EL115-EL121},
 title = {Co-registration of speech production datasets from electromagnetic articulography and real-time magnetic resonance imaging},
 volume = {135},
 year = {2014}
}

@article{PhysRevA.90.022119,
  title = {Coherent control of non-Markovian photon-resonator dynamics},
  author = {Levi, A. F. J. and Venuti, L. Campos and Albash, T. and Haas, S.},
  journal = {Phys. Rev. A},
  volume = {90},
  issue = {2},
  pages = {022119},
  numpages = {9},
  year = {2014},
  month = {Aug},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevA.90.022119},
  url = {https://link.aps.org/doi/10.1103/PhysRevA.90.022119}}

@inproceedings {gil-etal-wssspe14, 
  title = {Collaborative Software Development Needs in Geosciences},
  author = {Yolanda Gil and Eunyoung Moon and James Howison},
  year      = {2014},
 address = {New Orleans, LA},
  booktitle = {Proceedings of the Second Workshop on Sustainable Software for Science: Practice and Experiences (WSSSPE2), held in conjunction with the IEEE ACM International Conference on High Performance Computing (SC)},
 url = {https://knowledgecaptureanddiscovery.github.io/yolanda_gil_website/papers/gil-etal-wssspe14.pdf }
}

@article{DBLP:journals/fgcs/GarijoABCGG14,
  author       = {Daniel Garijo and
                  Pinar Alper and
                  Khalid Belhajjame and
                  {\'{O}}scar Corcho and
                  Yolanda Gil and
                  Carole A. Goble},
  title        = {Common motifs in scientific workflows: An empirical analysis},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {36},
  pages        = {338--351},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.future.2013.09.018},
  doi          = {10.1016/J.FUTURE.2013.09.018},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/fgcs/GarijoABCGG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@InProceedings{	  silva2014community,
  Author	= {Ferreira da Silva, Rafael and Weiwei Chen and Gideon Juve
		  and Karan Vahi and Ewa Deelman},
  URL		= {http://pegasus.isi.edu/publications/2014/2014-escience.pdf},
  Title		= {Community Resources for Enabling Research in Distributed
		  Scientific Workflows},
  BookTitle	= {10th IEEE International Conference on e-Science (eScience
		  2014)},
  Year		= {2014},
  Note		= {Funding Acknowledgements: OCI SI2-SSI program grant
		  #1148515, DOE contract for dv/dt ER26110},
  DOI		= {10.1109/eScience.2014.44}
}

@inproceedings{Gibson2014ComparingTime-FrequencyRepresentationsfor,
 author = {Gibson, James and Van Segbroeck, Maarten and Narayanan, Shrikanth},
 booktitle = {Proceedings of Interspeech},
 link = {http://sail.usc.edu/publications/files/gibson2014comparing.pdf},
 month = {Sep},
 title = {Comparing  Time-Frequency Representations for Directional Derivative Features},
 year = {2014}
}

@article{Lee2014ComputingVocalEntrainment:A,
 author = {Lee, Chi-Chun and Katsamanis, Athanasios and Black, Matthew P. and Baucom, Brian and Christensen, Andrew and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 bib2html_rescat = {bsp},
 doi = {10.1016/j.csl.2012.06.006},
 journal = {Computer, Speech, and Language},
 link = {http://sail.usc.edu/publications/files/JeremyLee-CSL2014-ProsodyEntrainment.pdf},
 month = {Mar},
 number = {2},
 pages = {518-539},
 title = {Computing Vocal Entrainment: A Signal-derived PCA-based Quantification Scheme with Application to Affect Analysis in Married Couple Interactions},
 volume = {28},
 year = {2014}
}

@inproceedings{hamilton2014concept,
  title={Concept of a miniature atomic sensor},
  author={Hamilton, Paul and Jaffe, Matt and Brown, Justin M and Estey, Brian and M{\"u}ller, H and Compton, Robert and Nelson, Karl},
  booktitle={2014 International Symposium on Inertial Sensors and Systems (ISISS)},
  pages={1--4},
  year={2014},
  organization={IEEE}
}

@INPROCEEDINGS{6956953,
author={Z. {Cao} and M. {French} and R. {Krishnan} and J. {Ng} and D. {Talmage} and Q. {Zhang}},
booktitle={2014 IEEE Military Communications Conference},
title={Content-Oriented Mobile Edge Technology System Integration Framework and Field Evaluation},
year={2014},
volume={},
number={},
pages={1405-1410},
keywords={Internet;military communication;mobile radio;content-oriented mobile edge technology system integration framework;field evaluation;Internet evolution;on-time situational awareness;soldier;tactical edge;network connectivity;COMET system framework;mobile edge network;innovative system element;content-oriented socket;cosocket;enhanced broadcast abstraction layer;EBAL;large-scale outdoor field experiment;three-squad heterogeneous network;rifleman tactical radio;WiFi link;COMET integrated content-oriented networking;Internet;Reliability;Smart phones;Servers;Mobile communication;IEEE 802.11 Standards;Sockets},
doi={10.1109/MILCOM.2014.233},
ISSN={2155-7578},
month={Oct},}   

@Article{	  malawski2014optimization,
  Author	= {Maciej Malawski and Kamil Figiela and Marian Bubak and Ewa
		  Deelman and Jarek Nabrzyski},
  URL		= {http://dx.doi.org/10.1007/978-3-642-55224-3_24},
  DOI		= {10.1007/978-3-642-55224-3_24},
  Title		= {Cost Optimization of Execution of Multi-level
		  Deadline-Constrained Scientific Workflows on Clouds},
  Journal	= {Parallel Processing and Applied Mathematics},
  Pages		= {251-260},
  Publisher	= {Springer Berlin Heidelberg},
  Year		= {2014},
  Note		= {Funding Acknowledgments: OCI SI2-SSI program grant
		  #1148515}
}

@inproceedings{barnhart2014creating,
  title={Creating a Sustainable Assembly Architecture for Next-Gen Space: The Phoenix Effect},
  author={Barnhart, David and Will, Peter and Sullivan, Brook and Hunter, Rroger and Hill, Lisa},
  booktitle={National Space Symposium Paper},
  year={2014}
}

@inproceedings{sharma2014critter,
  title={Critter: Content-Rich Traffic Trace Repository},
  author={Sharma, Vinod and Bartlett, Genevieve and Mirkovic, Jelena},
  booktitle={Proceedings of the 2014 ACM Workshop on Information Sharing \& Collaborative Security},
  pages={13--20},
  year={2014},
  organization={ACM}
}

@article{nourjou2014data,
  title={Data model of the strategic action planning and scheduling problem in a disaster response team},
  author={Nourjou, Reza and Szekely, Pedro and Hatayama, Michinori and Ghafory-Ashtiany, Mohsen and Smith, Stephen F},
  journal={Journal of Disaster Research},
  volume={9},
  number={3},
  pages={381--399},
  year={2014}
}

@INPROCEEDINGS{steeg2013a,
	title = { Demystifying Information-Theoretic Clustering },
	BOOKTITLE =    {Proc. of ICML'14},
	year = {2014},
	urlpaper = {http://lanl.arxiv.org/abs/1310.4210},
	author = {Greg {Ver Steeg} and Aram Galstyan and Fei Sha and Simon DeDeo}
}

@article{nourjou2014design,
  title={Design of a gis-based assistant software agent for the incident commander to coordinate emergency response operations},
  author={Nourjou, Reza and Hatayama, Michinori and Smith, Stephen F and Sadeghi, Atabak and Szekely, Pedro},
  journal={arXiv preprint arXiv:1401.0282},
  year={2014}
}

@inproceedings{Shila2014Design-imp2,
	author = {Shila, Devu and Venugopalan, Vivek},
	booktitle = {IEEE International Conference on Communications (ICC)},
	date-added = {2020-01-15 12:02:05 -0500},
	date-modified = {2020-01-15 12:02:05 -0500},
	keywords = {Encryption;Field programmable gate arrays;Hardware;Power demand;Timing;Trojan horses;Design;Hardware Trojans;Resiliency;Security},
	month = jun,
	pages = {719-724},
	title = {{Design, Implementation and Security Analysis of Hardware Trojan Threats in FPGA}},
	year = {2014},
	Bdsk-File-1 = {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},
	Bdsk-Url-1 = {http://dx.doi.org/10.1109/ICC.2014.6883404}}

@article{Lee2014Developmentalacousticstudyof,
 author = {Lee, Sungbok and Potamianos, Alexandros and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 doi = {dx.doi.org/10.1121/1.4894799},
 journal = {J. Acoust. Soc. Am.},
 link = {http://sail.usc.edu/publications/files/14894799.pdf},
 month = {Oct},
 number = {4},
 pages = {1880-1894},
 title = {Developmental acoustic study of American English diphthongs},
 volume = {136},
 year = {2014}
}

@inproceedings{schuler_digital_2014,
	address = {Belfast, United Kingdom},
	title = {Digital asset management for heterogeneous biomedical data in an era of data-intensive science},
	isbn = {978-1-4799-5669-2},
	url = {http://ieeexplore.ieee.org/document/6999226/},
	doi = {10.1109/BIBM.2014.6999226},
	urldate = {2022-01-15},
	booktitle = {2014 {IEEE} {International} {Conference} on {Bioinformatics} and {Biomedicine} ({BIBM})},
	publisher = {IEEE},
	author = {Schuler, Robert E. and Kesselman, Carl and Czajkowski, Karl},
	month = nov,
	year = {2014},
	pages = {588--592},
}

@article{ver2014discovering,
  title={Discovering structure in high-dimensional data through correlation explanation},
  author={Ver Steeg, Greg and Galstyan, Aram},
  journal={Advances in Neural Information Processing Systems},
  volume={27},
  year={2014}
}

@conference {TranHPEC2014,
	title = {Dynamic Runtime Optimizations for Systems of Heterogeneous Architectures},
	booktitle = {Eighteenth Annual IEEE High Performance Extreme Computing Conference},
	year = {2014},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Tran, Geoffrey P. and Kang, Dong-In and Crago, Stephen P.},
	pages={1-6},
    doi={10.1109/HPEC.2014.7040970}
}

@article{nourjou2014dynamic,
  title={Dynamic assignment of geospatial-temporal macro tasks to agents under human strategic decisions for centralized scheduling in multi-agent systems},
  author={Nourjou, Reza and Smith, Stephen F and Hatayama, Michinori and Okada, Norio and Szekely, Pedro},
  journal={International Journal of Machine Learning and Computing (IJMLC)},
  volume={4},
  number={1},
  pages={39--46},
  year={2014}
}

@misc{ gil-geosoft-14,
  title = {EarthCube EC3 2014 Field Trip Report},
  author = {Yolanda Gil},
  note = {Report of the EarthCube Research Coodination Network on \textquotesingle Earth-Centered Communication for Cyberinfrastructure:  Challenges of field data collection, management, and integration \textquotesingle },
  year = {2014},
  url = {EarthCube-EC3-TripReport-2014/}
}

@misc{ gil-etal-ec14,
  title = {EarthCube: Past, Present, and Future},
  author = {Yolanda Gil and Marjorie Chan and Basil Gomez and Bruce Caron (Eds)},
  note = {EarthCube Project Report EC-2014-3},
  year = {2014},
  url = {http://www.earthcube.org/document/earthcube-past-present-and-future}
}

@inproceedings{Chervenak2014b,
	acmid = {2607437},
	address = {{Washington, DC, USA}},
	author = {Chervenak, Ann L. and Sim, Alex and Gu, Junmin and Schuler, Robert and Hirpathak, Nandan},
	booktitle = {Proceedings of the 2014 {{22Nd Euromicro International Conference}} on {{Parallel}}, {{Distributed}}, and {{Network-Based Processing}}},
	date-added = {2018-09-12 15:11:16 -0700},
	date-modified = {2020-01-21 15:51:59 -0800},
	isbn = {978-1-4799-2729-6},
	keywords = {data transfer,performance-based adaptation,policy-based resource allocation},
	pages = {244--247},
	publisher = {{IEEE Computer Society}},
	series = {{{PDP}} '14},
	title = {Efficient {{Data Staging Using Performance-Based Adaptation}} and {{Policy-Based Resource Allocation}}},
	year = {2014}}

@inproceedings{hussain2014enabling,
  title={Enabling collaborative research for security and resiliency of energy cyber physical systems},
  author={Hussain, Alefiya and Faber, Ted and Braden, Robert and Benzel, Terry and Yardley, Tim and Jones, Jeremy and Nicol, David M and Sanders, William H and Edgar, Thomas W and Carroll, Thomas E and others},
  booktitle={2014 IEEE International Conference on Distributed Computing in Sensor Systems},
  pages={358--360},
  year={2014},
  organization={IEEE}
}

@article{barnhart2014enabling,
  title={Enabling the 2nd Generation in Space: Building blocks for large scale space endeavors},
  author={Barnhart, David and Garretson, Peter and Will, Peter},
  journal={Journal of British Interplanetary Society},
  volume={67},
  year={2014}
}

@conference {KuppannnagariHPEC2014,
	title = {Energy Performance of FPGAs on PERFECT Suite Kernels},
	booktitle = {Eighteenth Annual IEEE High Performance Extreme Computing Conference},
	year = {2014},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Kuppannagari, S.R. and Chen, Ren and Sanny, Andrea and Singapura, Shreyas G. and Tran, Geoffrey Phi and Zhou, S. and Hu, Y. and Crago, Stephen P. and Prasanna, V.K.}
}

@inproceedings{Vaz2014EnergyConstrainedMVR,
 author = {Vaz, Colin and Tsiartas, Andreas and Narayanan, Shrikanth},
 booktitle = {Proceedings of IEEE International Conference on Audio, Speech and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2014.6854811},
 link = {http://sail.usc.edu/publications/files/p6316-vaz.pdf},
 location = {Florence, Italy},
 month = {May},
 title = {Energy-Constrained Minimum Variance Response Filter for Robust Vowel Spectral Estimation},
 year = {2014}
}

@inproceedings{Vaz2014EnhancingAudioSourceSeparability,
 author = {Vaz, Colin and B Dimitriadis, Dimitrios and Narayanan, Shrikanth},
 bib2html_rescat = {},
 booktitle = {Proceedings of Interspeech},
 doi = {},
 link = {http://sail.usc.edu/publications/files/vaz-enhancing_source_separation.pdf},
 month = {Sep},
 title = {Enhancing Audio  Source Separability Using Spectro-Temporal Regularization with NMF},
 year = {2014}
}

@article{lanting2014entanglement,
  title={Entanglement in a quantum annealing processor},
  author={Lanting, Trevor and Przybysz, Anthony J and Smirnov, A Yu and Spedalieri, Federico M and Amin, Mohammad H and Berkley, Andrew J and Harris, Richard and Altomare, Fabio and Boixo, Sergio and Bunyk, Paul and others},
  journal={Physical Review X},
  volume={4},
  number={2},
  pages={021041},
  year={2014},
  publisher={APS}
}

@article{PAL:13,
	Author = {Pudenz, Kristen L and Albash, Tameem and Lidar, Daniel A},
	Date = {2014/02/06/online},
	Date-Added = {2014-02-11 21:50:48 +0000},
	Date-Modified = {2015-03-29 00:45:07 +0000},
	Day = {06},
	Doi = {10.1038/ncomms4243},
	Journal = {Nat. Commun.},
	M3 = {Article},
	Month = {02},
	Pages = {3243},
	Publisher = {Nature Publishing Group, a division of Macmillan Publishers Limited. All Rights Reserved.},
	Title = {Error-corrected quantum annealing with hundreds of qubits},
	Ty = {JOUR},
	Url = {dx.doi.org/10.1038/ncomms4243},
	Volume = {5},
	Year = {2014}}

@inproceedings{Kim2014Estimationofthemovement,
 author = {Kim, Jangwon and Lee, Sungbok and Narayanan, Shrikanth},
 bib2html_rescat = {span},
 booktitle = {Proceedings of Interspeech},
 link = {http://sail.usc.edu/publications/files/kim_interspeech_2014.pdf},
 month = {Sep},
 title = {Estimation of the  movement trajectories of non-crucial articulators based on the detection of   crucial moments and physiological constraints},
 year = {2014}
}

@conference {YoungeHPGC2014,
	title = {Evaluating {GPU} Passthrough in {Xen} for High Performance Cloud Computing},
	booktitle = {Workshop on High-Performance Grid and Cloud Computing (HPGC)},
	year = {2014},
	publisher = {IEEE},
	organization = {IEEE},
	url = {http://www.isi.edu/sites/default/files/users/jwalters/papers/HPGC_2014.pdf},
	author = {Younge, Andrew J. and Walters, John Paul and Crago, Stephen P. and Fox, Geoffrey C.}
}

@inproceedings{Venugopalan2014Evaluating,
	abstract = {General purpose extremely large aperture optical/infrared telescopes are instrumental in vastly advancing the astrophysical knowledge on a variety of subjects such as star formation, super-massive black holes, solar magnetic atmosphere, exoplanets and protoplanetary systems. The computational requirements for data processing and real-time control are not feasible using conventional computer and cluster architectures. This paper investigates the latency and throughput bound hardware acceleration of wavefront reconstruction and real-time control algorithms using GPUs and FPGAs. Two different correlation methods are studied and targeted on the hardware accelerators for optimal performance. The GPU-based implementations exhibit lower latency due to its superior floating point capability and supporting libraries. The FPGA-based implementation is slower and requires more fine-tuning to yield more throughput than the GPU implementation.},
	author = {Venugopalan, Vivek},
	booktitle = {IEEE High Performance Extreme Computing Conference (HPEC)},
	date-added = {2020-01-15 12:02:05 -0500},
	date-modified = {2020-01-15 12:02:05 -0500},
	keywords = {adaptive optics;field programmable gate arrays;graphics processing units;optical computing;FPGA;GPU;adaptive optics algorithm;astrophysical knowledge;data processing;extremely large aperture optical telescopes;field programmable gate array;floating point capability;graphics processing unit;infrared telescopes;latency bound hardware acceleration;realtime control algorithm;throughput bound hardware acceleration;wavefront reconstruction;Actuators;Correlation;Field programmable gate arrays;Graphics processing units;Image reconstruction;Mathematical model;Real-time systems;Adaptive optics systems;field programmable gate arrays;graphics processing units;parallel processing;real-time systems;wavefront correction},
	month = sep,
	pages = {1-6},
	title = {{Evaluating Latency and Throughput Bound Acceleration of FPGAs and GPUs for Adaptive Optics Algorithms}},
	year = {2014},
	Bdsk-File-1 = {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},
	Bdsk-Url-1 = {http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7040964},
	Bdsk-Url-2 = {http://dx.doi.org/10.1109/HPEC.2014.7040964}}

General purpose extremely large aperture optical/infrared telescopes are instrumental in vastly advancing the astrophysical knowledge on a variety of subjects such as star formation, super-massive black holes, solar magnetic atmosphere, exoplanets and protoplanetary systems. The computational requirements for data processing and real-time control are not feasible using conventional computer and cluster architectures. This paper investigates the latency and throughput bound hardware acceleration of wavefront reconstruction and real-time control algorithms using GPUs and FPGAs. Two different correlation methods are studied and targeted on the hardware accelerators for optimal performance. The GPU-based implementations exhibit lower latency due to its superior floating point capability and supporting libraries. The FPGA-based implementation is slower and requires more fine-tuning to yield more throughput than the GPU implementation.

@InProceedings{	  glatard2014provenance,
  Author	= {Tristan Glatard and Lindsay B Lewis and Ferreira da Silva,
		  Rafael and Marc-Etienne Rousseau and Claude Lepage and
		  Pierre Rioux and Najmeh Mahani and Ewa Deelman and Alan C
		  Evans},
  URL		= {http://pegasus.isi.edu/publications/2014/2014-neuroinformatics.pdf},
  Title		= {Extending provenance information in CBRAIN to address
		  reproducibility issues across computing platforms},
  BookTitle	= {NeuroInformatics 2014},
  Year		= {2014}
}

@InProceedings{Fisk14a,
	author = 	"Michael E. Fisk and Curtis L. Hash",
	title = 	"FileMap: Map-Reduce Program Execution on Loosely-Coupled Distributed Systems",
	booktitle = 	"Proceedings of the " # "4th" # " International Workshop on Cloud Data and Platforms",
	year = 		2014,
	sortdate = 		"2014-04-01",
	pages = 	"to appear",
	month = 	apr,
	address = 	"Amsterdam, the Netherlands",
	publisher = 	"ACM",
	doi = "http://dx.doi.org/10.1145/2592784.2592790",
	jlocation = 	"johnh: pafile",
	keywords = 	"map/reduce, file map, lanl, retro-future",
	myorganization = "LANL",
	codeurl = 	"http://mfisk.github.io/filemap",
	project = 	"ant, retrofuture",
	abstract = "
In this paper we present FileMap, an open-source,1 alternative map-reduce-based computing system that we have
developed and utilized over the last 5 years. This system features several significant design decisions and performance
aspects that are not found in prevalent map-reduce systems such as Hadoop [16]. The prevailing design goal is
to have a system for scheduling and orchestrating parallel
and distributed data processing, but that does not interpose
itself between data and the serial programs that process data.
FileMap manages the organization of input and output files
and the scheduling of program execution, but does not process files itself and is agnostic to the format in which data is
stored and/or indexed. We layer on top of existing, ubiquitous file systems, security models, and network access software in order to minimize the complexity of FileMap and
maximize the ability of its users to benefit from specialized
compute platforms, file systems, and software.
We measure the performance of FileMap in several instantiations including a heterogeneous “cloud” conglomeration of computers and storage distributed across multiple owning organizations with no cross-organization trust
or synchronization. This “cloud” model intentionally supports distributed sensor systems in which nodes collect their
own data and participate in analysis of data by moving
map/reduce processing upstream to where the data is collected.
Our on SMP systems, clusters built for Hadoop, and
this distributed cloud, show that FileMap outperforms more
prevalent computing systems and models by factors between
2x (compared to Hadoop) and 14x (cloud vs. centralized).

FileMap provides a single programming model that allows processing to seamlessly scale from a single laptop to
data-intensive compute clusters to distributed sensing and
analysis clouds.
This paper introduces our fundamental design decisions
in Section 1 and specifics of the implementation in Section
2. Section 3 describes the use of embedded databases within
our system. Section 4 presents a performance benchmark
measured across a variety of computing environments.
"
}

In this paper we present FileMap, an open-source,1 alternative map-reduce-based computing system that we have developed and utilized over the last 5 years. This system features several significant design decisions and performance aspects that are not found in prevalent map-reduce systems such as Hadoop [16]. The prevailing design goal is to have a system for scheduling and orchestrating parallel and distributed data processing, but that does not interpose itself between data and the serial programs that process data. FileMap manages the organization of input and output files and the scheduling of program execution, but does not process files itself and is agnostic to the format in which data is stored and/or indexed. We layer on top of existing, ubiquitous file systems, security models, and network access software in order to minimize the complexity of FileMap and maximize the ability of its users to benefit from specialized compute platforms, file systems, and software. We measure the performance of FileMap in several instantiations including a heterogeneous “cloud” conglomeration of computers and storage distributed across multiple owning organizations with no cross-organization trust or synchronization. This “cloud” model intentionally supports distributed sensor systems in which nodes collect their own data and participate in analysis of data by moving map/reduce processing upstream to where the data is collected. Our on SMP systems, clusters built for Hadoop, and this distributed cloud, show that FileMap outperforms more prevalent computing systems and models by factors between 2x (compared to Hadoop) and 14x (cloud vs. centralized). FileMap provides a single programming model that allows processing to seamlessly scale from a single laptop to data-intensive compute clusters to distributed sensing and analysis clouds. This paper introduces our fundamental design decisions in Section 1 and specifics of the implementation in Section 2. Section 3 describes the use of embedded databases within our system. Section 4 presents a performance benchmark measured across a variety of computing environments.

@article{WTTM14,
	author = {Vincent Gramoli and Petr Kuznetsov and Srivatsan Ravi},
	title = {Forget about Performance, Think about Concurrency},
	journal = {6th Workshop on the Theory of Transactional Memory, Paris, France},
	
	year = {2014}
	
} 

@inproceedings{DBLP:conf/eScience/GarijoCGGDTT14,
  author       = {Daniel Garijo and
                  {\'{O}}scar Corcho and
                  Yolanda Gil and
                  Boris A. Gutman and
                  Ivo D. Dinov and
                  Paul M. Thompson and
                  Arthur W. Toga},
  title        = {FragFlow Automated Fragment Detection in Scientific Workflows},
  booktitle    = {10th {IEEE} International Conference on e-Science, eScience 2014,
                  Sao Paulo, Brazil, October 20-24, 2014},
  pages        = {281--289},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/eScience.2014.32},
  doi          = {10.1109/ESCIENCE.2014.32},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eScience/GarijoCGGDTT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{chiang14sigspatial-strabo,
  author = {Yao-Yi Chiang and Sima Moghaddam and Sanjauli Gupta and Renuka Fernandes and Craig A. Knoblock},
  booktitle = {Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems},
  urlpaper = {http://usc-isi-i2.github.io/papers/chiang14-sigspatial-arcstrabo.pdf},
  title = {From Map Images to Geographic Names},
  year = {2014}
}

@inproceedings{Kumar2014DiverseDenoising,
 author = {Kumar, Naveen and Van Segbroeck, Maarten and Audhkhasi, Kartik and Drotar, Peter and Narayanan, Shrikanth},
 booktitle = {Proceedings of IEEE International Conference on Audio, Speech and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2014.6854666},
 link = {http://sail.usc.edu/publications/files/p5594-kumar.pdf},
 location = {Florence, Italy},
 month = {May},
 title = {Fusion of Diverse denoising systems for Robust Automatic Speech Recognition},
 year = {2014}
}

@conference {WaltersCloud2014,
	title = {GPU Passthrough Performance: A Comparison of {KVM}, {X}en, {VMWare ESXi}, and {LXC} for {CUDA} and {OpenCL} Applications},
	booktitle = {International Conference on Cloud Computing},
	year = {2014},
	month = jun,
	pages = {636-643},
	publisher = {IEEE},
	organization = {IEEE},
	url = {http://www.isi.edu/sites/default/files/users/jwalters/papers/Cloud_2014.pdf},
	author = {Walters, John Paul and Younge, Andrew and Kang, Dong-In and Yao, Ke and Kang, Mikyung and Crago, Stephen and Fox, Geoffrey},
	doi = {10.1109/CLOUD.2014.90}
}

@misc{harth-gil-lgd14,
  author = {Andreas Harth and Yolanda Gil},
  title = {Geospatial Data Integration with Linked Data and Provenance Tracking},
  note = {W3C/OGC Workshop on Linking Geospatial Data},
  address = {London, UK},
  year = {2014},
  url = {https://knowledgecaptureanddiscovery.github.io/yolanda_gil_website/papers/harth-gil-lgd14.pdf }
}

@inproceedings{Yang2014GestureDynamicsModelingFor,
 author = {Yang, Zhaojun and Ortega, Antonio and Narayanan, Shrikanth},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of IEEE International Conference on Image Processing},
 doi = {https://doi.org/10.1109/icip.2014.7025303},
 link = {http://sail.usc.edu/publications/files/1cb0945df7c374523646edaa8f2b8a626e1c.pdf},
 location = {Paris, France},
 month = {Oct},
 title = {Gesture Dynamics  Modeling For Attitude Analysis Using Graph Based Transform},
 year = {2014}
}

@inproceedings{JiunYu2014Graph-basedApproachforMotion,
 author = {Jiun-Yu Kao and Ortega, Antonio and Narayanan, Shrikanth},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of IEEE International Conference on Image Processing},
 doi = {10.1109/ICIP.2014.7025413},
 link = {http://sail.usc.edu/publications/files/kuo_icip_2014.pdf},
 location = {Paris, France},
 month = {Oct},
 title = {Graph-based Approach for Motion Capture Data Representation and Analysis},
 year = {2014}
}

@inproceedings{kocoloski2014hpmmap,
  title={HPMMAP: Lightweight memory management for commodity operating systems},
  author={Kocoloski, Brian and Lange, John},
  booktitle={2014 IEEE 28th International Parallel and Distributed Processing Symposium},
  pages={649--658},
  year={2014},
  organization={IEEE}
}

@Article{	  mclennan2014hubzero,
  Author	= {Michael McLennan and Steven Clark and Ewa Deelman and Mats
		  Rynge and Karan Vahi and Frank McKenna and Derrick Kearney
		  and Carol Song},
  URL		= {http://dx.doi.org/10.1002/cpe.3257},
  DOI		= {10.1002/cpe.3257},
  Title		= {HUBzero and Pegasus: integrating scientific workflows into
		  science gateways},
  Journal	= {Concurrency and Computation: Practice and Experience},
  Year		= {2014},
  Note		= {Funding Acknowledgements: OCI SI2-SSI program grant
		  #1148515, OCI SDCI program grant #0722019}
}

@article{vinci2014hearing,
  title={Hearing the shape of the Ising model with a programmable superconducting-flux annealer},
  author={Vinci, Walter and Markstr{\"o}m, Klas and Boixo, Sergio and Roy, Aidan and Spedalieri, Federico M and Warburton, Paul A and Severini, Simone},
  journal={Scientific reports},
  volume={4},
  number={1},
  pages={1--7},
  year={2014},
  publisher={Nature Publishing Group}
}

@inproceedings{skalicky2014a,
	author = {Sam Skalicky and Andrew G. Schmidt and French, M.},
	booktitle = {International Workshop on FPGAs for Software Programmers},
	title = {High Level Hardware/Software Embedded System Design with Redsharc},
	year = {2014}}

@INPROCEEDINGS{6927475,
author={K. M. {Zick} and and M. {French}},
booktitle={2014 24th International Conference on Field Programmable Logic and Applications (FPL)},
title={High-precision self-characterization for the LUT burn-in information leakage threat},
year={2014},
volume={},
number={},
pages={1-6},
keywords={field programmable gate arrays;table lookup;self-characterization;LUT burn-in information leakage threat;FPGA transistors;clock sweeping;launch-and-capture data;Xilinx Kintex-7 paths;FPGA LUT contents;Delays;Field programmable gate arrays;Clocks;Table lookup;Transistors;Temperature measurement;Temperature sensors;Wear out;aging;self-characterization;data burn-in;data imprinting;FPGA;information leakage},
doi={10.1109/FPL.2014.6927475},
ISSN={1946-147X},
month={Sep.},}

@incollection{fink2014linked,
	Author = {Fink, Eleanor E. and Szekely, Pedro and Knoblock, Craig A.},
	Booktitle = {Digital Heritage: Progress in Cultural Heritage: Documentation, Preservation, and Protection, LNCS 8740},
	Editor = {Marinos Ioannides and Nadia Magnenat-Thalmann and Eleanor Fink and Roko Zarnic and Alex-Yianing Yen and Ewald Quak},
	Pages = {228--237},
	Publisher = {Springer International Publishing},
	Title = {How Linked Open Data Can Help in Locating Stolen or Looted Cultural Property},
	Year = {2014},
	urlPaper= "http://usc-isi-i2.github.io/papers/fink14-euromed.pdf"
	}

@inproceedings{DBLP:conf/icassp/0004N14,
  author       = {Naveen Kumar and
                  Shrikanth S. Narayanan},
  title        = {Hull detection based on largest empty sector angle with application
                  to analysis of realtime {MR} images},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
                  {ICASSP} 2014, Florence, Italy, May 4-9, 2014},
  pages        = {6617--6621},
  year         = {2014},
  crossref     = {DBLP:conf/icassp/2014},
  url          = {https://doi.org/10.1109/ICASSP.2014.6854880},
  doi          = {10.1109/ICASSP.2014.6854880},
  timestamp    = {Fri, 19 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/0004N14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{Gurunath2014ImprovingSpeechRecognitionfor,
 author = {Gurunath Shivakumar, Prashanth and Potamianos, Alexandros and Lee, Sungbok and Narayanan, Shrikanth},
 bib2html_rescat = {},
 booktitle = {Proceedings of Workshop on Child, Computer and Interaction (WOCCI 2014)},
 link = {http://sail.usc.edu/publications/files/shivakumaretal_improving.pdf},
 location = {Singapore},
 month = {Sep},
 title = {Improving Speech Recognition for Children using Acoustic Adaptation and Pronunciation Modeling},
 year = {2014}
}

@article{DeAngelis2014,
author = {DeAngelis, David and Barber, K Suzanne},
file = {:home/dave/Documents/References/DeAngelis, Barber - 2014 - Incentives for Online Communities.pdf:pdf},
journal = {International Journal of Computer and Information Technology},
keywords = {-incentives,expert participation,online communities},
number = {06},
pages = {1229--1240},
title = {Incentives for Online Communities},
url = {https://pdfs.semanticscholar.org/8105/f8a93b910ffce001853ee896e4be80ea3075.pdf},
volume = {03},
year = {2014}
}

@article{WTTM3,
	author = {Dan Alistarh and Justin Kopinsky and Petr Kuznetsov and Srivatsan Ravi and Nir Shavit},
	title = {Inherent Limitations of Hybrid Transactional Memory},
	journal = {6th Workshop on the Theory of Transactional Memory, Paris, France},
	
	year = {2014}
	
} 

@inproceedings{narayanan14,
  author = {Shrikanth Narayanan and Ayush Jaiswal and Yao-Yi Chiang and Yanhui Geng and Craig A. Knoblock and Pedro Szekely},
  booktitle = {Proceedings of the First Workshop on Data Integration and Application at the 2014 IEEE International Conference on Data Mining},
  title = {Integration and Automation of Data Preparation and Data Mining},
  urlpaper = {http://usc-isi-i2.github.io/papers/narayanan14-icdm.pdf},
  urlslides = {http://usc-isi-i2.github.io/papers/narayanan14-icdm-slides.pdf},
  year = {2014}
}

@inproceedings{gil-iemss14,
  author = {Yolanda Gil},
  title = {Intelligent Workflow Systems and Provenance-Aware Software},
  booktitle = {Proceedings of the Seventh International Congress on Environmental Modeling and Software},
  address = {San Diego, CA},
  year = {2014},
  url = {https://knowledgecaptureanddiscovery.github.io/yolanda_gil_website/papers/gil-iemss14.pdf },
  ee = {http://www.iemss.org/sites/iemss2014/papers/iemss2014_submission_384.pdf}
}

@article{nourjou2014intelligent,
  title={Intelligent algorithm for assignment of agents to human strategy in centralized multi-agent coordination},
  author={Nourjou, Reza and Smith, Stephen F and Hatayama, Michinori and Szekely, Pedro},
  journal={Journal of Software},
  volume={9},
  number={10},
  pages={2586--2597},
  year={2014}
}

@Misc{Heidemann14e,
	author = 	"John Heidemann",
	title = 	"Internet Populations (Good and Bad): Measurement, Estimation, and Correlation",
	howpublished = "Presentation at ICERM Workshop on Cybersecurity",
	address = "Providence, Rhode Island",
	month = 	oct,
	year = 	2014,
	sortdate = "2014-10-22",
	project = "ant, lacrend, retrofuture",
	jsubject = "network_topology",
	jlocation = 	"johnh: pafile",
	keywords = 	"internet census, outages, diurnal, math",
	url =		"https://ant.isi.edu/%7ejohnh/PAPERS/Heidemann14e.html",
	pdfurl =	"https://ant.isi.edu/%7ejohnh/PAPERS/Heidemann14e.pdf",
	myorganization =	"USC/Information Sciences Institute",
	copyrightholder = "authors",
	abstract = "
Our research studies the Internet's public face.  Since 2006 we have
been taking censuses of the Internet address space (pinging all IPv4
addresses) every 3 months.  Since 2012 we have studied network outages
and events like Hurricane Sandy, using probes of much of the Internet
every 11 minutes.  Most recently we have evaluated the diurnal
Internet, finding countries where most people turn off their computers
at night.  Finally, we have looked at network reputation, identifying
how spam generation correlates with network location, and others have
studies multiple measurements of ``network reputation''. \newline \indent
A common theme across this work is one must estimate characteristics
of the edge of the Internet in spite of noisy measurements and a
underlying changes.  One also need to compare and correlate these
imperfect measurements with other factors (from GDP to
telecommunications policies). \newline \indent
How do these applications relate to the mathematics of census taking
and measurement, estimation, and correlation?  Are there tools we
should be using that we aren't?  Do the properties of the Internet
suggest new approaches (for example where rapid full enumeration is
possible)?  Does correlation and estimates of network ``badness'' help
us improve cybersecurity by treating different parts of the network
differently?
",
}

Our research studies the Internet's public face. Since 2006 we have been taking censuses of the Internet address space (pinging all IPv4 addresses) every 3 months. Since 2012 we have studied network outages and events like Hurricane Sandy, using probes of much of the Internet every 11 minutes. Most recently we have evaluated the diurnal Internet, finding countries where most people turn off their computers at night. Finally, we have looked at network reputation, identifying how spam generation correlates with network location, and others have studies multiple measurements of ``network reputation''. \newline ∈dent A common theme across this work is one must estimate characteristics of the edge of the Internet in spite of noisy measurements and a underlying changes. One also need to compare and correlate these imperfect measurements with other factors (from GDP to telecommunications policies). \newline ∈dent How do these applications relate to the mathematics of census taking and measurement, estimation, and correlation? Are there tools we should be using that we aren't? Do the properties of the Internet suggest new approaches (for example where rapid full enumeration is possible)? Does correlation and estimates of network ``badness'' help us improve cybersecurity by treating different parts of the network differently?

@article{Bone2014IntoxicatedSpeechDetection:A,
 author = {Bone, Daniel and Li, Ming and Black, Matthew P. and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 doi = {dx.doi.org/10.1016/j.csl.2012.09.004.},
 journal = {Computer, Speech, and Language},
 link = {http://sail.usc.edu/publications/files/Bone_et_al_IS11.PDF},
 month = {Mar},
 number = {2},
 pages = {375-391},
 title = {Intoxicated Speech Detection: A Fusion Framework with Speaker-Normalized Hierarchical Functionals and GMM Supervectors},
 volume = {28},
 year = {2014}
}

@INPROCEEDINGS{7035343,
author={Y. {Pino} and V. {Jyothi} and M. {French}},
booktitle={2014 International Test Conference},
title={Intra-die process variation aware anomaly detection in FPGAs},
year={2014},
volume={},
number={},
pages={1-6},
keywords={field programmable gate arrays;hardware-software codesign;integrated circuit testing;invasive software;logic design;VLSI;intradie process variation aware;nondestructive method;hardware trojans;VLSI layer;configurable logic blocks;switch blocks;chip under test;anomaly detection;Xili1nx Virtex-4;Virtex-5;Virtex-6 FPGA devices;Field programmable gate arrays;Trojan horses;Frequency measurement;Hardware;Delays;Correlation;Fabrics},
doi={10.1109/TEST.2014.7035343},
ISSN={1089-3539},
month={Oct},}

@article{journals/corr/OishiCAM14,
  added-at = {2018-08-13T00:00:00.000+0200},
  author = {Oishi, Koji and Cebrian, Manuel and Abeliuk, Andr{\'{e}}s and Masuda, Naoki},
  biburl = {https://www.bibsonomy.org/bibtex/2c007321db634b239e3953aa963f54921/dblp},
  interhash = {0c934cdfdae79770c2a4728ecebd8885},
  intrahash = {c007321db634b239e3953aa963f54921},
  journal = {Scientific reports},
  keywords = {dblp},
  publisher={Nature Publishing Group},
  timestamp = {2018-08-14T12:27:05.000+0200},
  title = {Iterated crowdsourcing dilemma game.},
  url = {https://rdcu.be/ci7Xb},
  volume = {abs/1401.4267},
  month = feb,
  year = 2014
}