@INPROCEEDINGS{1316365,
author={French, Matthew and Suh, Jinwoo and Crago, Stephen},
booktitle={Proceedings of the 2004 IEEE Radar Conference (IEEE Cat. No.04CH37509)},
title={Novel Signal Processing Architectures for Knowledge-based STAP Algorithms)},
year={2004},
month={april},
volume={},
number={},
pages={ xxvii+627},
keywords={ GMTI techniques; ISAR techniques; SAR processing techniques; detection techniques; estimation techniques; expert reasoning; knowledge aided sensor signal processing; radar SIGPRO; radar antenna arrays; radar applications; radar imaging; space based technologies; space-time adaptive processing; target tracking; tracking theory; waveform processing; array signal processing; expert systems; knowledge based systems; radar antennas; radar detection; radar imaging; radar signal processing; space-time adaptive processing; synthetic aperture radar; target tracking;},
doi={10.1109/NRC.2004.1316365},
ISSN={1097-5659 },}

@INPROCEEDINGS{French200409,
Author = {French, Matthew},
Booktitle = {7th Annual International Conference on Military and Aerospace Programmable Logic Devices},
Title = {A Power Efficient Image Convolution Engine for Field Programmable Gate Arrays},
year = {2004},
month = {September},
keywords={Low power; FPGA; Image convolution},
isbn = {},
url = {http://klabs.org/mapld04/},
address = {Washington, DC},
}

@INPROCEEDINGS{French200406,
Author = {French, Matthew and Graham, Paul and Wirthlin, Michael and Larchev, Greg and Bellows, Peter},
Booktitle = {NASA Earth Science Technology Conference},
Title = { Design Tools for Reconfigurable Hardware in Orbit (RHinO) },
year = {2004},
month = {June},
keywords={power; reliability; FPGA},
isbn = { 0-9785223-5-4},
address = {Palo Alto, CA},
}

@inproceedings{deelman-etal-axgrids04,
  author = {Ewa Deelman and James Blythe and Yolanda Gil and Carl Kesselman and Gaurang Mehta and Sonal Patil and Mei-Hui Su and Karan Vahi and Miron Livny},
  title = {Pegasus: Mapping Scientific Workflows onto the Grid},
  booktitle = {Proceedings of the Second European Across Grids Conference (AxGrids)},
  address = {Nicosia, Cyprus},
  year = {2004},
  pages = {11-20},
  ee = {http://springerlink.metapress.com/openurl.asp?genre=article{\&}issn=0302-9743{\&}volume=3165{\&}spage=11}
}

@article{ieee-is-04,
  author = {Yolanda Gil and Ewa Deelman and Jim Blythe and Carl Kesselman and Hongsuda Tangmunarunkit},
  title = {Artificial Intelligence and Grids: Workflow Planning and Beyond},
  journal = {IEEE Intelligent Systems},
  volume = {19},
  number = {1},
  year = {2004},
  pages = {26-33},
  ee = {http://csdl.computer.org/comp/mags/ex/2004/01/x1026abs.htm},
  url = {http://www.isi.edu/~gil/papers/ieee-is-04.pdf }
}

@article{gil2004ai,
    author={Yolanda Gil and Ewa Deelman and Jim Blythe and Carl Kesselman and Hongsuda Tangmurarunkit},
    url={http://pegasus.isi.edu/publications/ewa/ieee_is04.pdf},
    title={Artificial Intelligence and Grids: Workflow Planning and Beyond},
    journal={IEEE Intelligent Systems},
    month={January},
    year={2004}
}

@inproceedings{French2004,
	author= {French, Matthew C. and Suh, Jinwoo and Crago, Stephen P. and Damoulakis. John},
	title= {Novel Signal Processing Architectures for Knowledge-based STAP Algorithms},
	booktitle= {IEEE Radar Conference},
	location= {Philadelphia, PA},
	month= {April},
	year= {2004}
}

@InProceedings{lerman04:atem,
  author =       "Kristina Lerman and B. Cenk Gazen  and Steven Minton and Craig A. Knoblock",
  title =        "Populating the Semantic Web",
  booktitle =    "Proceedings of the AAAI 2004 Workshop on Advances in Text Extraction and Mining",
  year =         "2004",
  urlPaper= "http://usc-isi-i2.github.io/papers/lerman04-atem.pdf",
  Keywords = {"Wrapper Learning"}
}

@InProceedings{lerman04:sigmod,
  author =       "Kristina Lerman and Lise Getoor and Steven Minton and Craig A. Knoblock",
  title =        "{Using the Structure of Web Sites for Automatic Segmentation of Tables}",
  year =         "2004",
  booktitle =    "Proceedings of ACM SIG on Management of Data (SIGMOD-2004)",
  pages =        "",
  urlPaper= "http://usc-isi-i2.github.io/papers/lerman04-sigmod.pdf",
  Keywords = {"Wrapper Learning"}
}

@inproceedings{thakkar04:pswgs,
   Author = "Snehal Thakkar and Jos\'{e} Luis Ambite and Craig A. Knoblock",
   Title = "A Data Integration Approach to Automatically Composing and Optimizing Web Services",
   BookTitle = "Proceedings of 2004 ICAPS Workshop on Planning and Scheduling for Web and Grid Services",
   Address= "Whistler, BC, Canada",
   Year = "2004",
   urlPaper= "http://usc-isi-i2.github.io/papers/thakkar04-icapswkshp.pdf",
   Keywords = {"Data Integration"} }

@inproceedings{knoblock04:enter,
  author = "Craig A. Knoblock",
  title = "Building Software Agents for Planning, Monitoring, and Optimizing Travel",
  booktitle = "Information and Communication Technologies in Tourism 2004: Proceedings of the Eleventh International Conference on Information Technology and Travel \& Tourism",
  publisher = "Springer-Verlag, New York",
  editor = "Andrew J. Frew",
  year = 2004,
  pages = "1-15",
  urlPresentation= "http://usc-isi-i2.github.io/slides/knoblock04-enter-slides.pdf",
  urlPaper= "http://usc-isi-i2.github.io/papers/knoblock04-enter.pdf",
  Keywords = {"Information Agents"}
  } 

@inproceedings{tuchinda04:iui,
  author = "Rattapoom Tuchinda and Craig A. Knoblock",
  title = "Agent Wizard: Building Information Agents by Answering Questions",
  booktitle = "Proceedings of Intelligent User Interfaces",
  address = "Island of Madeira, Portugal",
  year = "2004",
  urlPaper= "http://usc-isi-i2.github.io/papers/tuchinda04-iui.pdf",
  Keywords = {"Information Agents"}
}

@article{michalowski2004:is,
   Author = "Martin Michalowski and Jos\'{e} Luis Ambite and  Snehal Thakkar and Rattapoom Tuchinda and Craig A. Knoblock and Steve Minton",
   Title = "Retrieving and Semantically Integrating Heterogeneous Data from the Web",
   Journal = "IEEE Intelligent Systems",
   Volume="19",
   Number="3",
   Year = "2004",
   urlPaper= "http://usc-isi-i2.github.io/papers/michalowski04-is.pdf",
   Keywords = {"Data Integration"}}

@inproceedings{michalowski04:iiweb,
   Author = "Martin Michalowski and Snehal Thakkar and Craig A. Knoblock",
   Title = "Exploiting Secondary Sources for Unsupervised Record Linkage",
   BookTitle = "Proceedings of the 2004 VLDB Workshop on Information Integration on the Web",
   Year = "2004",
   urlPaper= "http://usc-isi-i2.github.io/papers/michalowski04-vldbwkshp.pdf",
    Keywords = {"Record Linkage"} }

@inproceedings{proc_narayanan:transonics:aaai04,
 address = {Washington, D.C},
 author = {Narayanan, Shrikanth S. and Ananthakrishnan, Sankaranarayanan and Belvin, Robert and Ettelaie, Emil and Gandhe, Sudeep and Ganjavi, Shadi and Georgiou, Panayiotis and Hein, C. M. and Kadambe, S. and Knight, Kevin and Marcu, Daniel and Neely, Howard E. and Srinivasamurthy, Naveen and Traum, David and Wang, Dagen},
 bib2html_rescat = {span},
 booktitle = {Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI) Fall Symposium},
 link = {http://sail.usc.edu/publications/files/narayananaaai2004.pdf},
 month = {Oct},
 pages = {97-103},
 title = {The transonics spoken dialogue translator: An aid for English-Persian doctor-patient interviews},
 year = {2004}
}

@inproceedings{proc_unal:hummingsystems:acmsigmmmir04,
 address = {New York City, NY},
 author = {Unal, Erdem and Narayanan, Shrikanth S. and Chew, Elaine},
 bib2html_rescat = {},
 booktitle = {Proceedings of the ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR)},
 doi = {10.1145/1026711.1026731},
 link = {http://sail.usc.edu/publications/files/unalmir2004.pdf},
 month = {Oct},
 pages = {113-118},
 title = {A statistical approach to retrieval under user-dependent uncertainty in query-by-humming systems},
 year = {2004}
}

@inproceedings{proc_grunwald:cognitivetaskanalysis:Annualmedicine04,
 address = {New Port Beach, CA},
 author = {Grunwald, Tiffany and Clark, Dick and Fisher, Scott and McLaughlin, Margaret and Narayanan, Shrikanth S. and Piepol, Diane},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of the Annual Medicine Meets Virtual Reality (MMVR) Conference},
 link = {http://sail.usc.edu/publications/files/GrunwaldMMVR2004.pdf},
 month = {Jan},
 pages = {114-120},
 title = {Using Cognitive Task Analysis to Facilitate Collaboration in Development of Simulator to Accelerate Surgical Training},
 year = {2004}
}

@inproceedings{proc_lewis:tacticallanguage:instil04,
 address = {Venice, Italy},
 author = {Johnson, W. Lewis and Marsella, Stacy and Mote, Nicolaus and Vilhjalmsson, Hannes and Narayanan, Shrikanth S. and Choi, Sunhee},
 bib2html_rescat = {},
 booktitle = {Proceedings of the InSTIL/ICALL Symposium},
 doi = {},
 link = {http://sail.usc.edu/publications/files/JohnsonInSTIL2004.pdf},
 month = {Jul},
 title = {Tactical language training system: Supporting the rapid acquisition of foreign language and cultural skills},
 year = {2004}
}

@article{Narayanan2004Anapproachtoreal-time,
 author = {Narayanan, Shrikanth S. and Nayak, Krishna S. and Lee, Sungbok and Sethy, Abhinav and Byrd, Dani},
 bib2html_rescat = {span},
 doi = {10.1121/1.1652588},
 journal = {Journal of the Acoustical Society of America},
 link = {http://sail.usc.edu/publications/files/MRI_SS.pdf},
 month = {Apr},
 number = {4},
 pages = {1771-1776},
 title = {An Approach to Real-time Magnetic Resonance Imaging for Speech Production},
 volume = {115},
 year = {2004}
}

@inproceedings{proc_tsuzuki:emotionalspeechsynthesis:icslp04,
 address = {Jeju Island, Korea},
 author = {Tsuzuki, Ryosuke and Zen, Heiga and Tokuda, Keiichi and Kitamura, Tadashi and Bulut, Murtaza and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/tsuzuki_icslp_2004.pdf},
 month = {Oct},
 pages = {1185-1188},
 title = {Constructing emotional speech synthesizers with limited speech database},
 year = {2004}
}

@inproceedings{proc_silva:statisticaldicrimination:icslp04,
 address = {Jeju Island, Korea},
 author = {Silva, Jorge and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/SilvaInterSpeech2004.pdf},
 month = {Oct},
 pages = {657-660},
 title = {A Statistical Discrimination Measure for Hidden Markov Models Based on Divergence},
 year = {2004}
}

@inproceedings{proc_farhad:speakerid:icassp04,
 address = {Montreal, Canada},
 author = {Farahani, Farhad and Georgiou, Panayiotis 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.2004.1325929},
 link = {http://sail.usc.edu/publications/files/FarahaniICASSP2004.pdf},
 month = {May},
 pages = {89-92},
 title = {Speaker identification using supra-segmental pitch pattern dynamics},
 year = {2004}
}

@inproceedings{proc_monatari:interplay:instil04,
 address = {Venice, Italy},
 author = {Montanari, Simona and Yildirim, Serdar and Khurana, Sonia and Landes, Marni and Lawyer, Lewis and Andersen, Elaine and Narayanan, Shrikanth S.},
 bib2html_rescat = {care},
 booktitle = {Proceedings of the InSTIL/ICALL Symposium},
 link = {http://sail.usc.edu/publications/files/montanari_instill_2004.pdf},
 month = {Jun},
 title = {Analyzing the interplay between spoken language and gestural cues in conversational child-machine interactions in pre/early literate age group},
 year = {2004}
}

@inproceedings{proc_soonil:speakermodelquant:icslp04,
 address = {Jeju Island, Korea},
 author = {Kwon, Soonil and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/kwon_interspeech_2004.pdf},
 month = {Oct},
 pages = {1517-1520},
 title = {Speaker model quantization for unsupervised speaker indexing},
 year = {2004}
}

@inproceedings{proc_kyujeong:robustspeechreco:icslp04,
 address = {Jeju Island, Korea},
 author = {Han, Kyu Jeong and Srinivasamurthy, Naveen and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 doi = {},
 link = {http://sail.usc.edu/publications/files/HanInterSpeech2004[2].pdf},
 month = {Oct},
 pages = {621-624},
 title = {Robust speech recognition over packet networks: An overview},
 year = {2004}
}

@inproceedings{proc_yildrim:emotions:icslp04,
 address = {Jeju Island, Korea},
 author = {Yildirim, Serdar and Bulut, Murtaza and Lee, Chul Min and Kazemzadeh, Abe and Busso, Carlos and Deng, Zhigang and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/YildirimInterSpeech2004.pdf},
 month = {Oct},
 pages = {2193-2196},
 title = {An acoustic study of emotions expressed in speech},
 year = {2004}
}

@inproceedings{proc_belvin:doctorpatientdialogue:lrec04,
 address = {Lisbon, Portugal},
 author = {Belvin, Robert and May, Win and Narayanan, Shrikanth S. and Georgiou, Panayiotis and Ganjavi, Shadi},
 booktitle = {Proceedings of the International Conference on Language Resources and Evaluation (LREC)},
 link = {http://sail.usc.edu/publications/files/belvinlrec2004.pdf},
 month = {May},
 title = {Creation of a doctor-patient dialogue corpus using standardized patients},
 year = {2004}
}

@article{Li2004Adaptivespeakeridentificationwith,
 author = {Li, Ying and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 doi = {10.1016/j.patrec.2004.01.004},
 journal = {Pattern Recognition Letters},
 keyword = {adaptive speaker identification, mouth detection and tracking, movie content analysis, speech segmentation and clustering, unsupervised speaker model adaptation},
 link = {http://sail.usc.edu/publications/files/liprl2004.pdf},
 month = {May},
 number = {7},
 pages = {777-791},
 title = {Adaptive speaker identification with audiovisual cues for movie content analysis},
 volume = {25},
 year = {2004}
}

@inproceedings{proc_panayiotis:persiantrancripts:icslp04,
 address = {Jeju Island, Korea},
 author = {Georgiou, Panayiotis and Mehr, Hooman Shirani and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/georgiouinterspeech2004.pdf},
 month = {Oct},
 pages = {853-856},
 title = {Context dependent statistical augmentation of Persian transcripts},
 year = {2004}
}

@inproceedings{proc_naveen:distributedspeechreco:icassp04,
 address = {Montreal, Canada},
 author = {Srinivasamurthy, Naveen and Ortega, Antonio and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/icassp.2004.1326028},
 link = {http://sail.usc.edu/publications/files/SrinivasamurthyICASSP2004.pdf},
 month = {May},
 pages = {485-488},
 title = {Enhanced standard compliant distributed speech recognition (AURORA encoder) using rate allocation},
 year = {2004}
}

@inproceedings{proc_lee:emotionreco:icslp04,
 address = {Jeju Island, Korea},
 author = {Lee, Chul Min and Yildirim, Serdar and Bulut, Murtaza and Kazemzadeh, Abe and Busso, Carlos and Deng, Zhigang and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of InterSpeech},
 keyword = {EMOTION},
 link = {http://sail.usc.edu/publications/files/LeeInterSpeech2004.pdf},
 month = {Oct},
 pages = {889-892},
 title = {Emotion recognition based on phoneme classes},
 year = {2004}
}

@inproceedings{proc_montanari:chidrencomputerspeech:icslp04,
 address = {Jeju Island, Korea},
 author = {Montanari, Simona and Yildirim, Serdar and Andersen, Elaine and Narayanan, Shrikanth S.},
 bib2html_rescat = {bsp},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/montanariinterspeech2004.pdf},
 month = {Oct},
 pages = {1841-1844},
 title = {Reference marking in childrens computer-directed speech: An integrated analysis of discourse and gesture},
 year = {2004}
}

@inproceedings{proc_kyujeong:distributedspeechreco:icslp04,
 address = {Jeju Island, Korea},
 author = {Han, Kyu Jeong and Srinivasamurthy, Naveen and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/HanInterSpeech2004[1].pdf},
 month = {Oct},
 pages = {2121-2124},
 title = {A distributed speech recognition system in multi-user environments},
 year = {2004}
}

@inproceedings{proc_mote:learnerspeecherrors:instil04,
 address = {Venice, Italy},
 author = {Mote, Nicolaus and Johnson, Lewis and Sethy, Abhinav and Silva, Jorge and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the InSTIL/ICALL Symposium},
 doi = {},
 link = {http://sail.usc.edu/publications/files/MoteInSTIL2004.pdf},
 month = {Jul},
 title = {Tactical language detection and modeling of learner speech errors: The case of Arabic tactical language training for American English speakers},
 year = {2004}
}

@inproceedings{proc_dagen:linearfold:icassp04,
 address = {Montreal, Canada},
 author = {Wang, Dagen and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2004.1326038},
 link = {http://sail.usc.edu/publications/files/wangicassp2004.pdf},
 month = {May},
 pages = {525-528},
 title = {A multi-pass linear fold algorithm for sentence boundary detection using prosodic cues},
 year = {2004}
}

@inproceedings{proc_ganjavi:transcriptionscheme:coling04,
 address = {Geneva, Switzerland},
 author = {Ganjavi, Shadi and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of the International Conference on Computational Linguistics},
 link = {http://sail.usc.edu/publications/files/ganjavicoling2004.pdf},
 month = {Aug},
 title = {A transcription scheme for languages employing the Arabic script motivated by speech processing applications},
 year = {2004}
}

@book{book_narayanan:tts:ttsbook04,
 author = {Narayanan, Shrikanth S. and Alwan, Abeer},
 bib2html_rescat = {rats},
 publisher = {Prentice Hall},
 title = {Text to speech synthesis: New paradigms and advances},
 year = {2004},
 month = {Dec}
}

@inproceedings{proc_sethy:measuringconv:icslp04,
 address = {Jeju Island, Korea},
 author = {Sethy, Abhinav and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/SethyInterSpeech2004.pdf},
 month = {Oct},
 pages = {1057-1060},
 title = {Measuring Convergence in Language Model Estimation Using Relative Entropy},
 year = {2004}
}

@inproceedings{proc_johnson:tacticallanguagetraining:its04,
 address = {Berlin, Germany},
 author = {Johnson, W. Lewis and Beal, Carole and Fowles-Winkler, Anna and Lauper, Ursula and Marsella, Stacy and Narayanan, Shrikanth S. and Papachristou, Dimitra and Vilhjalmsson, Hannes},
 booktitle = {Proceedings of the Conference on Intelligent Tutoring Systems (ITS)},
 doi = {10.1007/978-3-540-30139-4_32},
 link = {http://sail.usc.edu/publications/files/johnsonits2004.pdf},
 month = {Jun},
 pages = {336-345},
 title = {Tactical language training system: An interim report},
 year = {2004}
}

@article{Li2004Content-basedmovieanalysisand,
 author = {Li, Ying and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 bib2html_rescat = {},
 doi = {10.1109/TCSVT.2004.831968},
 journal = {IEEE Transactions on Circuits and Systems for Video Technology},
 link = {http://sail.usc.edu/publications/files/LiCSVT2004.pdf},
 month = {Aug},
 number = {8},
 pages = {1073-1085},
 title = {Content-based movie analysis and indexing based on audiovisual cues},
 volume = {14},
 year = {2004}
}

@inproceedings{proc_busso:emotionrecogntion:icmi04,
 address = {State Park, PA},
 author = {Busso, Carlos and Deng, Zhigang and Yildirim, Serdar and Bulut, Murtaza and Lee, Chul Min and Kazemzadeh, Abe and Lee, Sungbok and Neumann, Ulrich and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Conference on Multimodal Interfaces},
 doi = {10.1145/1027933.1027968},
 link = {http://sail.usc.edu/publications/files/Busso_2004.pdf},
 location = {[Ten Year Technical Impact Award, 2014 ICMI]},
 month = {Oct},
 pages = {205-211},
 title = {Analysis of emotion recognition using facial expressions, speech and multimodal information},
 year = {2004}
}

@inproceedings{proc_deng:headmotion:etp2004,
 address = {New York, NY},
 author = {Deng, Zhigang and Busso, Carlos and Narayanan, Shrikanth S. and Neumann, Ulrich},
 booktitle = {Proceedings of the ACM SIGMM Effective Telepresence Workshop (ETP)},
 doi = {10.1145/1026776.1026784},
 keyword = {audio-based, computer graphics, data-driven, facial animation, head motion synthesis, K nearest neighbor, keyframing control, telepresence systems},
 link = {http://sail.usc.edu/publications/files/dengetp2004.pdf},
 month = {Oct},
 pages = {24-30},
 publisher = {ACM Press},
 title = {Audio-based head motion synthesis for avatar-based telepresence systems},
 year = {2004}
}

@inproceedings{proc_deng:expression:casa2004,
 address = {Geneva, Switzerland},
 author = {Deng, Zhigang and Bulut, Murtaza and Neumann, Ulrich and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the IEEE Computer Animation and Social Agents (CASA)},
 link = {http://sail.usc.edu/publications/files/10.1.1.74.1239.pdf},
 month = {Jul},
 pages = {267-274},
 publisher = {IEEE Press},
 title = {Automatic dynamic expression synthesis for speech animation},
 year = {2004}
}

@incollection{Bulut2004Synthesizingexpressivespeech,
 author = {Bulut, Murtaza and Narayanan, Shrikanth S. and Johnson, Lewis},
 bib2html_rescat = {emotion},
 booktitle = {Text to speech synthesis: New paradigms and advances},
 editor = {Narayanan, Shrikanth S. and Alwan, Abeer},
 publisher = {Prentice Hall},
 title = {Synthesizing expressive speech: Overview, challenges and open questions},
 year = {2004},
 month = {Jun}
}

@article{mirkovic2004internet,
  title={Internet Denial of Service: Attack and Defense Mechanisms (Radia Perlman Computer Networking and Security)},
  author={Mirkovic, Jelena and Dietrich, Sven and Dittrich, David and Reiher, Peter},
  year={2004},
  publisher={Prentice Hall PTR}
}

@misc{dittrich2004internet,
  title={Internet Denial of Service: Attack and Defense Mechanisms},
  author={Dittrich, David and Mirkovic, Jelena and Reiher, Peter and Dietrich, Sven},
  year={2004},
  publisher={Pearson Education}
}

@article{mirkovic2004taxonomy,
  title={A taxonomy of DDoS attacks and DDoS defense mechanisms},
  author={Mirkovic, Jelena and Martin, Janice and Reiher, Peter},
  journal={ACM SIGCOMM Computer Communication Review},
  volume={34},
  number={2},
  pages={39--53},
  year={2004}
}

@article{michalowski2004b,
   Author ={Martin Michalowski and  Jose Luis Ambite and  Craig A. Knoblock and  Steve Minton and Snehal Thakkar and Rattapoom Tuchinda},
   Title ={Retrieving and Semantically Integrating Heterogeneous Data from the Web},
   Journal ={IEEE Intelligent Systems},
   Volume={19},
   Number={3},
   urlPaper={http://www.isi.edu/%7Emartinm/Papers/IntelligentSystems04.pdf},
   Year ={2004}
}

@Article{ambite2004:heracles,
  author = 	 {Jose Luis Ambite and Craig A. Knoblock and Maria Muslea and Steven Minton},
  title = 	 {Heracles II: Conditional Constraint Networks for Interleaved Planning and Information Gathering},
  journal = 	 {IEEE Intelligent Systems},
  year = 	 {2004},
}

@InProceedings{ambite2004:dgo-po,
  author = 	 {Jose  Luis Ambite and Genevieve Giuliano and Peter Gordon and
    Andreas Harth and LanLan Wang and Qisheng Pan and Stefan Decker},
  title = 	 {Argos: Dynamic Composition of Web Services for Goods Movement Analysis and Planning},
  booktitle = {Proceedings of the 5th Annual National Conference on Digital Government Research (dg.o2004)},
  year = 	 {2004},
  urlPaper ={http://www.isi.edu/~ambite/ambite-dgo2004-ph.pdf},
  address = 	 {Seattle, Washington},
  note = 	 {Project Highlight},
}

@InProceedings{ambite2004:dgo-sd,
  author = 	 {Jose  Luis Ambite and Genevieve Giuliano and Peter Gordon and
  Andreas Harth and Karanbir Jassar and Qisheng Pan and LanLan Wang},
  title = 	 {Argos: An Ontology and Web Service Composition Infrastructure for Goods Movement Analysis},
  booktitle = {Proceedings of the 5th Annual National Conference on Digital Government Research (dg.o2004)},
  year = 	 {2004},
  urlPaper={http://www.isi.edu/~ambite/ambite-dgo2004-sd.pdf},
  address = 	 {Seattle, Washington},
  note = 	 {System Demonstration},
}

@inproceedings{lee2004learning,
	author = {Lee, George and Bauer, Steve and Faratin, Peyman and Wroclawski, John},
	booktitle = {Autonomous Agents and Multiagent Systems, International Joint Conference on},
	organization = {IEEE Computer Society},
	pages = {480--487},
	title = {Learning user preferences for wireless services provisioning},
	volume = {2},
	year = {2004}}

@inproceedings{lee2004user,
	author = {Lee, George and Faratin, Peyman and Bauer, Steven and Wroclawski, John},
	booktitle = {Proceedings of the Second IEEE Annual Conference on Pervasive Computing and Communications},
	organization = {IEEE},
	pages = {219--228},
	title = {A user-guided cognitive agent for network service selection in pervasive computing environments},
	year = {2004}}

@techreport{clark2004new,
	author = {Clark, David and Braden, Robert and Sollins, Karen and Wroclawski, John and Katabi, Dina},
	institution = {MASSACHUSETTS INST OF TECH CAMBRIDGE LAB FOR COMPUTER SCIENCE},
	title = {New arch: Future generation internet architecture},
	year = {2004}}

@inproceedings{afergan2004benefits,
	author = {Afergan, Mike and Wroclawski, John},
	booktitle = {Proceedings of the ACM SIGCOMM Workshop on Practice and theory of incentives in networked systems},
	pages = {197--204},
	title = {On the benefits and feasibility of incentive based routing infrastructure},
	year = {2004}}

@inproceedings{sami2004practice,
	author = {Sami, Rahul and Katabi, Dina and Faratin, Peyman and Wroclawski, John},
	booktitle = {ACM SIGCOMM Workshop on Practice and Theory of Incentives in Networked Systems},
	title = {Practice and theory of incentives in networked systems (PINS): Workshop Report},
	year = {2004}}

@techreport{zue2004project,
	author = {Zue, Victor and Wroclawski, John and Bolotski, Michael},
	institution = {MASSACHUSETTS INST OF TECH CAMBRIDGE LAB FOR COMPUTER SCIENCE},
	title = {Project Listen Compute Show (LCS)-Marine},
	year = {2004}}

@techreport{clark2004future,
	author = {Clark, David and Sollins, Karen and Wroclawski, John and Katabi, Dina and Kulik, Joanna},
	institution = {UNIVERSITY OF SOUTHERN CALIFORNIA MARINA DEL REY INFORMATION SCIENCES INST},
	title = {Future Generation Network Architecture (New Arch)},
	year = {2004}}

@article{lee2004agent,
	author = {Lee, George and Bauer, Steven and Faratin, Peyman and Wroclawski, John},
	title = {An Agent for Interactively Learning User Preferences On-Linefor Wireless Services Provisioning},
	year = {2004}}

@article{wroclawski2004internet,
	author = {Wroclawski, John},
	title = {Internet Draft David L. Black Document: draft-ietf-rddp-rdma-concerns-01. txt EMC Expires: December 2004 Michael F. Speer Sun},
	year = {2004}}

@article{Suh:2003:PAP:871656.859665,
 author = {Suh, Jinwoo and Kim, Eun-Gyu and Crago, Stephen P. and Srinivasan, Lakshmi and French, Matthew C.},
 title = {A performance analysis of PIM, stream processing, and tiled processing on memory-intensive signal processing kernels},
 journal = {SIGARCH Comput. Archit. News},
 volume = {31},
 issue = {2},
 month = {May},
 year = {2003},
 issn = {0163-5964},
 pages = {410--421},
 numpages = {12},
 url = {http://doi.acm.org/10.1145/871656.859665},
 doi = {http://doi.acm.org/10.1145/871656.859665},
 acmid = {859665},
 publisher = {ACM},
 address = {New York, NY, USA},
}

@inproceedings{Schott:2003:AAC:1119772.1119868,
 author = {Schott, Brian and Bellows, Peter and French, Matthew and Parker, Robert},
 title = {Applications of adaptive computing systems for signal processing challenges},
 booktitle = {Proceedings of the 2003 Asia and South Pacific Design Automation Conference},
 series = {ASP-DAC 03},
 year = {2003},
 isbn = {0-7803-7660-9},
 location = {Kitakyushu, Japan},
 pages = {465--470},
 numpages = {6},
 url = {http://doi.acm.org/10.1145/1119772.1119868},
 doi = {http://doi.acm.org/10.1145/1119772.1119868},
 acmid = {1119868},
 publisher = {ACM},
 address = {New York, NY, USA},
}

@article{catlett_grid_2003,
	title = {Grid {Applications} and {Programming} {Tools}},
	volume = {1},
	author = {Catlett, Charlie and Németh, Formalisms Zsolt and Sunderam, Vaidy and Deelman, Ewa and Blythe, James and Gil, Yolanda and Kesselman, Carl and Mehta, Gaurang and Vahi, Karan and Blackburn, Kent and {others}},
	year = {2003},
	pages = {409--411},
}

@article{DBLP:journals/grid/DeelmanBGKMVBLACK03,
  author    = {Ewa Deelman and
               James Blythe and
               Yolanda Gil and
               Carl Kesselman and
               Gaurang Mehta and
               Karan Vahi and
               Kent Blackburn and
               Albert Lazzarini and
               Adam Arbree and
               Richard Cavanaugh and
               Scott Koranda},
  title     = {Mapping Abstract Complex Workflows onto Grid Environments},
  journal   = {J. Grid Comput.},
  volume    = {1},
  number    = {1},
  pages     = {25--39},
  year      = {2003},
  url       = {https://doi.org/10.1023/A:1024000426962},
  doi       = {10.1023/A:1024000426962},
  timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/grid/DeelmanBGKMVBLACK03.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{deelman-etal-ppam03,
  author = {Ewa Deelman and James Blythe and Yolanda Gil and Carl Kesselman and Scott Koranda and Albert Lazzarini and Gaurang Mehta and Maria Alessandra Papa and Karan Vahi},
  title = {Pegasus and the Pulsar Search: From Metadata to Execution on the Grid},
  booktitle = {Applications Grid Workshop at the Fifth International Conference on Parallel Processing and Applied Mathematics (PPAM)},
  address = "Czestochowa, Poland",
  year = {2003},
  pages = {821-830},
  ee = {http://springerlink.metapress.com/openurl.asp?genre=article{\&}issn=0302-9743{\&}volume=3019{\&}spage=821}
}

@inproceedings{icaps03-submission,
  author = {Jim Blythe and Ewa Deelman and Yolanda Gil and Carl Kesselman and Amit Agarwal and Gaurang Mehta and Karan Vahi},
  title = {The Role of Planning in Grid Computing},
  booktitle = {Proceedings of the Thirteenth International Conference on Automated Planning and Scheduling (ICAPS)},
  address = {Trento, Italy},
  year = {2003},
  pages = {153-163},
  url = {http://www.isi.edu/~gil/papers/icaps03-submission.pdf }
}

@incollection {deelman-etal-03, 
  title = {Workflow Management in GriPhyN},
  author = {Ewa Deelman and James Blythe and Yolanda Gil and Carl Kesselman},
  year = {2003},
  booktitle = "Grid Resource Management", 
  editors = "J. Nabrzyski, J. Schopf, and J. Weglarz editors",
  publisher = "Kluwer"
}

@techreport{deelman2003metadata,
	author = {Ewa Deelman and James Blythe and Yolanda Gil and Carl Kesselman and Gaurang Mehta and Karan Vahi and Scott Koranda and Albert Lazzarini and Maria Alessandra Papa},
	date-added = {2021-01-26 12:46:59 -0800},
	date-modified = {2021-01-26 12:46:59 -0800},
	institution = {GriPhyN},
	number = {Technical Report 2003-15},
	title = {From Metadata to Execution on the Grid Pegasus and the Pulsar Search},
	url = {http://pegasus.isi.edu/publications/ewa/griphyn_2003_15.pdf},
	year = {2003},
	month = sep,
	Bdsk-Url-1 = {http://pegasus.isi.edu/publications/ewa/griphyn_2003_15.pdf}}

@inproceedings{blythe2003workshop,
    author={Jim Blythe and Ewa Deelman and Yolanda Gil},
    url={http://pegasus.isi.edu/publications/ewa/icaps_workshop.pdf},
    title={Planning for workflow construction and maintenance on the Grid},
    booktitle={2003 ICAPS Workshop on Planning for Web Services},
    year={2003}
}

@techreport{blythe2003editors,
    author={James Blythe and Richard Cavanaugh and Ewa Deelman and Ian Foster and Seung-Hye Jang and Carl Kesselman and Keith Marzullo and Reagan Moore and Valerie Taylor and Xianan Zhang},
    url={http://pegasus.isi.edu/publications/editors.pdf},
    title={Types of Editors and Specifications},
    institution={GriPhyN},
    number={Technical Report 2004-23},
    year={2003}
}

@inproceedings{blythe_iaai_03,
  title = {Transparent Grid Computing: A Knowledge-base Approach},
  author = {Blythe, Jim and Deelman, Ewa and Gil, Yolanda and Kesselman, Carl},
  booktitle = {Innovative Applications of Artificial Intelligence (IAAI)},
  year = {2003},
  month = aug,
  url = {https://www.isi.edu/~gil/papers/iaai03.pdf}
  }

@inproceedings{deelman2003nvo,
    author={Ewa Deelman and Raymond Plante and Carl Kesselman and Gurmeet Singh and Mei-Hui Su and Gretchen Greene and Robert Hanisch and Niall Gaffney and Antonio Volpicelli and James Annis and Vijay Sekhri and Tamas Budavari and Maria Nieto-Santisteban and William OMullane and David Bohlender and Tom McGlynn and Arnold Rots and Olga Pevunova},
    url={http://pegasus.isi.edu/publications/ewa/galmorph_sc03.pdf},
    title={Grid-Based Galaxy Morphology Analysis for the National Virtual Observatory},
    booktitle={Supercomputing 2003},
    year={2003}
}

@article{williams2003image,
    author={Roy Williams and G. Bruce Berriman and Ewa Deelman and John Good and Joseph C. Jacob and Carl Kesselman and Carol Lonsdale and Seb Oliver and Thomas A. Prince},
    url={http://pegasus.isi.edu/publications/ewa/montage_paper.pdf},
    title={Multi-Wavelength Image Space: Another Grid-Enabled Science},
    journal={Journal of Concurrency and Computation: Practice and Experience},
    month={March},
    year={2003}
}

@inproceedings{iaai03,
  author = {Jim Blythe and Ewa Deelman and Yolanda Gil and Carl Kesselman},
  title = {Transparent Grid Computing: A Knowledge-Based Approach},
  booktitle = {Proceedings of the Fifteenth Conference on Innovative Applications of Artificial Intelligence (IAAI)}, 
  address = {Acapulco, Mexico},
  year = {2003},
  pages = {57-64},
  url = {http://www.isi.edu/~gil/papers/iaai03.pdf }
}

@techreport{deelman2003architecture,
    author={Ewa Deelman and Ian Foster and Carl Kesselman and Reagan Moore and Sanjay Ranka},
    url={http://pegasus.isi.edu/publications/architecture.pdf},
    title={Overall Architecture and Control Flow},
    institution={GriPhyN},
    number={Technical Report 2004-24},
    year={2003}
}

@inproceedings{berriman2003montage,
    author={G. Bruce Berriman and John C. Good and Anastasia C. Laity and A. Bergou and Joseph C. Jacob and Daniel S. Katz and Ewa Deelman and Carl Kesselman and Gurmeet Singh and Mei-Hui Su and Roy Williams},
    url={http://pegasus.isi.edu/publications/ewa/adass_03.pdf},
    title={Montage: A Grid Enabled Image Mosaic Service for the National Virtual Observatory},
    booktitle={ADASS XIII},
    year={2003}
}

@techreport{singh2003nvo,
    author={Gurmeet Singh and Ewa Deelman},
    url={http://pegasus.isi.edu/publications/ewa/montage_pegasus.pdf},
    title={Montage on the Grid},
    institution={NVO},
    number={Technical Report},
    month={April},
    year={2003}
}

@inproceedings{Suh2003c,
	author= {Suh, Jinwoo and Kim, Eun-Gyu and Crago, Stephen P. and Srinivasan, Lakshmi and French, Matthew C.},
	title= {A Performance Characterization of New Microprocessor paradigm on Data-Intensive Kernels},
	booktitle= {Workshop on Performance Characterization, Modeling, and Benchmarking for HPC Systems},
	location= {Emeryville, California},
	month= {May},
	year= {2003}
}

@inproceedings{Suh2003a,
	author= {Suh, Jinwoo and Kang, Dong-In and Crago, Stephen},
	title= {Dynamic Power Management of Heterogeneous Systems},
	booktitle= {Eleventh International Workshop on Parallel and Distributed Real-Time Systems (WPDRTS) in conjunction with IPDPS},
	location= {Nice, France},
	month= {April},
	year= {2003},
	doi={10.1109/IPDPS.2003.1213247}
}

@inproceedings{Sharapov2003,
	author= {I. Sharapov and G. Lauterbach and S. Crago},
	title= {Robust Highly-Connected Direct Interconnection Network Topologies},
	booktitle= {International Conference on Parallel and Distributed Processing Techniques and Applications},
	month= {June},
	year= {2003}
}

@inproceedings{Crago2003,
	author= {Crago, Stephen P. and Suh, Jinwoo and C. Chen and Kang, Dong-In and Kim, Eun-Gyu},
	title= {System Architecture Issues for Polymorphous Computing},
	booktitle= {28th Annual GOMACTech Conference},
	month= {April},
	year= {2003}
}

@inproceedings{Ro2003,
	author= {Ro, Wonwoo and Gaudiot, Jean-Luc and Crago, Stephen P. and Despain, Alvin M.},
	title= {HiDISC: a decoupled architecture for data-intensive applications},
	booktitle= {International Parallel and Distributed Processing Symposium},
	month= {April},
	year= {2003}
}

@inproceedings{ghandeharizadeh03:icws,
     author = "Shahram Ghandeharizadeh and Craig A. Knoblock and Christos Papadopoulos and Cyrus Shahabi and Esam Alwagait and Jos\'{e} Luis Ambite and Min Cai and Ching-Chien Chen and Parikshit Pol and Rolfe Schmidt and Saihong Song and Snehal Thakkar and Runfang Zhou",  
     title = "Proteus: A System for Dynamically Composing and Intelligently Executing Web Services",
     booktitle = "Proceedings of the First International Conference on Web Services (ICWS)", 
     address ="Las Vegas, NV", 
     month = "June",
     year = 2003,
     urlPaper= "http://usc-isi-i2.github.io/papers/ghandeharizadeh03-icws.pdf",
     Keywords = {"Composing Web Services","Data Integration"}} 

@ARTICLE{lerman03:jair,
  author =       "Kristina Lerman and Steven Minton and Craig A. Knoblock",
  title =        "Wrapper Maintenance: A Machine Learning Approach",
  journal =      "Journal of Artificial Intelligence Research",
  year =         "2003",
  volume =       {18},
  pages =        {149-181},
  urlPaper= "http://usc-isi-i2.github.io/papers/lerman09-eds.pdf",
  Keywords = {"Wrapper Learning"}
}

@inproceedings{sharifzadeh03:ng2i,
  author = "Mehdi Sharifzadeh and Cyrus Shahabi and Craig A. Knoblock",
  title = "Learning Approximate Thematic Maps from Labeled Geospatial Data",
  booktitle = "Proceedings of the International Workshop on Next Generation Geospatial Information",
  address = "Cambridge, MA",
  year = "2003",
  urlPaper= "http://usc-isi-i2.github.io/papers/sharifzadeh05-ng2i.pdf",
  Keywords = {"Learning Thematic Maps","Geospatial Integration"}
}

@inproceedings{michalowski03:kddwkshp,
   Author = "Martin Michalowski and Snehal Thakkar and Craig A. Knoblock",
   Title = "Exploiting Secondary Sources for Automatic Object Consolidation",
   Booktitle = "Proceedings of the KDD'03 Workshop on Data Cleaning, Record Linkage and Object Consolidation",
   Year = 2003,
   urlPaper = "http://usc-isi-i2.github.io/papers/michalowski03-kddwkshp.pdf",
   Keywords = {"Record Linkage"}}

@inproceedings{muslea03:ijcai,
   author  = "Ion Muslea and Steven Minton and Craig A. Knoblock",
   title   = "Active Learning with Strong and Weak Views: A Case Study on Wrapper Induction",
  booktitle = "Proceedings of the 18th International Joint Conference on Artificial Intelligence (IJCAI-2003)",
  address = "Acapulco, Mexico",
   year    = "2003",
   urlPaper= "http://usc-isi-i2.github.io/papers/muslea03-ijcai.pdf",
   Keywords = {"Wrapper Learning","Active Learning"}
}

@inproceedings{lin03:wic,
  author = "Shou-de Lin and Craig A. Knoblock",
  title = " Exploiting a Search Engine to Develop More Flexible Web Agents",
  booktitle = "Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence (WI2003)",
  address = "Halifax, Canada",
  publisher = "IEEE Computer Society",
  pages = "54-60",
  year = "2003",
  note = "Best Paper Award",
  urlPaper= "http://usc-isi-i2.github.io/papers/lin03-wic.pdf",
  Keywords = {"Information Agents"}
}

@inproceedings{etzioni03:kdd,
   Author = "Oren Etzioni and Craig A. Knoblock and Rattapoom Tuchinda and Alexander Yates",
   Title = "To Buy or Not to Buy: Mining Airline Fare Data to Minimize Ticket Purchase Price",
   Booktitle = "Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining",
   Year = 2003,
   urlPaper= "http://usc-isi-i2.github.io/papers/etzioni03-kdd.pdf",
   urlPresentation= "http://usc-isi-i2.github.io/slides/etzioni03-kdd-slides.pdf",
   urlData= "http://usc-isi-i2.github.io/data/Hamlet/dataset.zip",
    Keywords = {"Data Mining"}}

@inproceedings{chen03:sstd,
    author = "Ching-Chien Chen and Snehal Thakkar and Craig A. Knoblock and Cyrus Shahabi",
    title = "Automatically Annotating and Integrating Spatial Datasets",
    booktitle = "Advances in Spatial and Temporal Databases: 8th International Symposium (SSTD 2003)",
    Address = {Springer, Berlin},
    Volume = {2750},
    Series = {Lecture Notes in Computer Science},
    Pages = "469-488",
    year = "2003",
    urlPaper= "http://usc-isi-i2.github.io/papers/chen03-sstd.pdf",
    Keywords = {"Geospatial Integration"} }

@inproceedings{thakkar03:iiweb,
   Author = "Snehal Thakkar and Craig A. Knoblock",
   Title = "Efficient Execution of Recursive Integration Plans",
   BookTitle = "Proceedings of 2003 IJCAI Workshop on Information Integration on the Web",
   Address= "Acapulco, Mexico",
   Year = "2003",
   urlPaper= "http://usc-isi-i2.github.io/papers/thakkar03-iiweb.pdf",
   Keywords = {"Data Integration"} }

@incollection{knoblock03:iew,
        Author = "Craig A. Knoblock and Kristina Lerman and Steven Minton and Ion Muslea",
        Title = "Accurately and Reliably Extracting Data from the Web: {A} Machine Learning Approach",
        booktitle = "Intelligent Exploration of the Web",
        editor = "Piotr S. Szczepaniak and Javier Segovia and Janusz Kacprzyk and Lotfi A. Zadeh",
        publisher = "Springer-Verlag",
        address = "Berkeley, CA",
        pages = "275--287",
        Year = "2003",
        urlPaper = "http://usc-isi-i2.github.io/papers/knoblock03-iew.pdf",
        Keywords = {"Wrapper Learning"}}

@inproceedings{knoblock03:ijcai,
  author = "Craig A. Knoblock",
  title = "Deploying Information Agents on the Web",
  booktitle = "Proceedings of the 18th International Joint Conference on Artificial Intelligence (IJCAI-2003)",
  address = "Acapulco, Mexico",
  year = "2003",
  urlPaper= "http://usc-isi-i2.github.io/papers/knoblock03-ijcai.pdf",
  Keywords = {"Information Agents"}
}

@inproceedings{thakkar03:p4ws,
   Author = "Snehal Thakkar and Craig A. Knoblock and Jos\'{e} Luis Ambite",
   Title = "A View Integration Approach to Dynamic Composition of Web Services",
   BookTitle = "Proceedings of 2003 ICAPS Workshop on Planning for Web Services",
   Address= "Trento, Italy",
   Year = "2003",
   urlPaper= "http://usc-isi-i2.github.io/papers/thakkar03-p4ws.pdf",
    Keywords = {"Service Composition","Data Integration"} }

@inproceedings{proc_li:audiovisual:icassp03,
 address = {Hong Kong},
 author = {Li, Ying and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2003.1200095},
 link = {http://sail.usc.edu/publications/files/liicassp2003.pdf},
 month = {Apr},
 pages = {565-568},
 title = {Audiovisual-based adaptive speaker identification},
 year = {2003}
}

@inproceedings{proc_soonil:genericmodels:eurospeech03,
 address = {Geneva, Switzerland},
 author = {Kwon, Soonil and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 doi = {},
 link = {http://sail.usc.edu/publications/files/KwonInterSpeech2003.pdf},
 month = {Sep},
 pages = {2653-2656},
 title = {A method for on-line speaker indexing using generic reference models},
 year = {2003}
}

@inproceedings{proc_chul:emotionreco:eurospeech03,
 address = {Geneva, Switzerland},
 author = {Lee, Chul Min and Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/LeeInterSpeech2003.pdf},
 month = {Sep},
 pages = {157-160},
 title = {Emotion Recognition Using a Data-driven Fuzzy Inference System},
 year = {2003}
}

@inproceedings{proc_yildrim:informationtheoretic:icassp03,
 address = {Hong Kong},
 author = {Yildirim, Serdar and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2003.1198822},
 link = {http://sail.usc.edu/publications/files/YildirimICASSP2003.pdf},
 month = {Apr},
 pages = {I-480-I-483},
 title = {An information-theoretic analysis of developmental changes in speech},
 year = {2003}
}

@inproceedings{proc_shih:hummingtranscription:icme03,
 address = {Baltimore, MD},
 author = {Shih, Hsuan-Huei and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 bib2html_rescat = {mica},
 booktitle = {Proceedings of the IEEE International Conference on Multimedia Expo (ICME)},
 doi = {10.1109/ICME.2003.1220854},
 link = {http://sail.usc.edu/publications/files/ShihICME2003.pdf},
 month = {Jul},
 pages = {61-64},
 title = {A Statistical Multidimensional Humming Transcription Using Phone Level Hidden Markov Models for Query by Humming Systems},
 volume = {1},
 year = {2003}
}

@inproceedings{proc_shadi:ASCIItranscription:asru03,
 address = {St. Thomas, U.S. Virgin Islands},
 author = {Ganjavi, Shadi and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of the IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
 doi = {10.1109/ASRU.2003.1318507},
 link = {http://sail.usc.edu/publications/files/GanjaviASRU2003.pdf},
 month = {Dec},
 title = {ASCII based transcription systems with the Arabic script: The case of Persian},
 year = {2003}
}

@inproceedings{proc_naveen:persianspeechreco:eurospeech03,
 address = {Geneva, Switzerland},
 author = {Srinivasamurthy, Naveen and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/srinivasamurthyinterspeech2003[1].pdf},
 month = {Sep},
 title = {Language-adaptive Persian speech recognition},
 year = {2003}
}

@inproceedings{proc_yildrim:acousticanalysis:icphs03,
 address = {Barcelona, Spain},
 author = {Yildirim, Serdar and Narayanan, Shrikanth S. and Byrd, Dani and Khurana, Sonia},
 bib2html_rescat = {care},
 booktitle = {Proceedings of the International Congresses of Phonetic Sciences (ICPhS)},
 link = {http://sail.usc.edu/publications/files/YildirimICPhS2003.pdf},
 month = {Aug},
 title = {Acoustic analysis of preschool childrens speech},
 year = {2003}
}

@inproceedings{proc_shih:hummingtranscription:icassp03,
 address = {Hong Kong},
 author = {Shih, Hsuan-Huei and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICME.2003.1220854},
 link = {http://sail.usc.edu/publications/files/ShihICASSP2003.pdf},
 month = {Apr},
 pages = {385-388},
 title = {Multidimensional humming transcription using a statistical approach for query by humming systems},
 year = {2003}
}

@inproceedings{proc_sundaram:sponspeechsynthesis:eurospeech03,
 address = {Geneva, Switzerland},
 author = {Sundaram, Shiva and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/SundaramInterSpeech2003.pdf},
 month = {Sep},
 pages = {1221-1224},
 title = {An empirical text transformation method for spontaneous speech synthesizers},
 year = {2003}
}

@article{Mouchtaris2003Virtualmicrophonesformultichannel,
 author = {Mouchtaris, Athanasios and Narayanan, Shrikanth S. and Kyriakakis, Chris},
 bib2html_rescat = {},
 doi = {10.1155/S1110865703304032},
 journal = {EURASIP Journal on Applied Signal Processing},
 link = {http://sail.usc.edu/publications/files/MouchtarisJASP2003.pdf},
 month = {Sep},
 number = {1},
 pages = {968-979},
 title = {Virtual microphones for multichannel audio resynthesis},
 volume = {10},
 year = {2003}
}

@inproceedings{proc_naveen:optimalencoding:eurospeech03,
 address = {Geneva, Switzerland},
 author = {Srinivasamurthy, Naveen and Ortega, Antonio and Narayanan, Shrikanth S.},
 bib2html_rescat = {rats},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/SrinivasamurthyInterSpeech2003[2].pdf},
 month = {Sep},
 title = {Towards optimal encoding for classification with applications to distributed speech recognition},
 year = {2003}
}

@inproceedings{proc_sethy:hierarchicalspeechreco:icassp03,
 address = {Hong Kong},
 author = {Sethy, Abhinav and Narayanan, Shrikanth S.},
 bib2html_rescat = {rats},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2003.1198895},
 link = {http://sail.usc.edu/publications/files/SethyICASSP2003.pdf},
 month = {Apr},
 pages = {772-775},
 title = {Split-lexicon based hierarchical recognition of speech using syllable and word level acoustic units},
 year = {2003}
}

@inproceedings{proc_erdem:hummingsystems:acm03,
 address = {Berkeley, CA},
 author = {Unal, Erdem and Narayanan, Shrikanth S. and Shih, Hsuan-Huei and Chew, Elaine and Kuo, C.-C. Jay},
 bib2html_rescat = {},
 booktitle = {Proceedings of the ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR)},
 doi = {https://doi.org/10.1145/973264.973284},
 link = {http://sail.usc.edu/publications/files/UnalMMSJ2005.pdf},
 month = {Nov},
 pages = {475-483},
 title = {Creating data resources for designing user-centric front-ends for query by humming systems},
 year = {2003}
}

@inproceedings{proc_narayanan:transonics:asru03,
 address = {St.Thomas, U.S. Virgin Islands},
 author = {Narayanan, Shrikanth S. and Ananthakrishnan, Sankaranarayanan and Belvin, Robert and Ettelaie, Emil and Ganjavi, Shadi and Georgiou, Panayiotis and Hein, C. M. and Kadambe, S. and Knight, Kevin and Marcu, Daniel and Neely, Howard E. and Srinivasamurthy, Naveen and Traum, David and Wang, Dagen},
 bib2html_rescat = {rats},
 booktitle = {Proceedings of the IEEE workshop on Automatic Speech Recognition and Understanding (ASRU)},
 doi = {10.1109/ASRU.2003.1318520},
 link = {http://sail.usc.edu/publications/files/01318520.pdf},
 month = {Dec},
 pages = {670-675},
 title = {Transonics: A Speech to Speech System for English-Persian Interactions},
 year = {2003}
}

@inproceedings{proc_sethy:malachproject:asru03,
 address = {St. Thomas, U.S. Virgin Islands},
 author = {Sethy, Abhinav and Ramabhadran, Bhuvana and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the IEEE workshop on Automatic Speech Recognition and Understanding (ASRU)},
 doi = {https://doi.org/10.1109/asru.2003.1318416},
 link = {http://sail.usc.edu/publications/files/SethyASRU2003.pdf},
 month = {Dec},
 pages = {129-134},
 title = {Improvements in English ASR for the Malach project using syllable-centric models},
 year = {2003}
}

@inproceedings{proc_kwon:genericmodels:asru03,
 address = {St. Thomas, U.S. Virgin Islands},
 author = {Kwon, Soonil and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of the IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
 link = {http://sail.usc.edu/publications/files/KwonASRU2003.pdf},
 month = {Dec},
 pages = {423-428},
 title = {A Study of Generic Models for Unsupervised On-line Speaker Indexing},
 year = {2003}
}

@article{Potamianos2003Robustrecognitionofchildrens,
 author = {Potamianos, Alexandros and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 doi = {10.1109/TSA.2003.818026},
 journal = {IEEE Transactions on Speech and Audio Processing},
 link = {http://sail.usc.edu/publications/files/potamianossap2003.pdf},
 month = {Nov},
 number = {6},
 pages = {603-616},
 title = {Robust recognition of childrens speech},
 volume = {11},
 year = {2003}
}

@incollection{bookch_li:movieanalysis:videomining03,
 author = {Li, Ying and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 bib2html_rescat = {mica},
 booktitle = {Video Mining},
 chapter = {1},
 doi = {https://doi.org/10.1007/978-1-4757-6928-9_5},
 editor = {Rosenfeld, A. and Doermann, D. and Dementhon, D.},
 link = {http://sail.usc.edu/publications/files/LiVideoMining2003.pdf},
 pages = {1-33},
 publisher = {Kluwer Academic},
 title = {Movie content analysis, indexing and skimming via multimodal information},
 year = {2003}
}

@inproceedings{proc_kazemzadeh:usererrorresponse:asru03,
 address = {St. Thomas, U.S. Virgin Islands},
 author = {Kazemzadeh, Abe and Lee, Sungbok and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
 doi = {10.1109/ASRU.2003.1318443},
 link = {http://sail.usc.edu/publications/files/KazemzadehASRU2003.pdf},
 month = {Dec},
 pages = {215-220},
 title = {Acoustic correlates of user response to error in human-computer dialogues},
 year = {2003}
}

@inproceedings{xu_answer_2003,
	title = {Answer {Selection} and {Confidence} {Estimation}.},
	booktitle = {New {Directions} in {Question} {Answering}},
	author = {Xu, Jinxi and Licuanan, Ana and May, Jonathan and Miller, Scott and Weischedel, Ralph M.},
	year = {2003},
	pages = {134--137}
}

@book{maybury_new_2003,
	title = {New {Directions} in {Question} {Answering}, {Papers} from 2003 {AAAI} {Spring} {Symposium}, {Stanford} {University}, {Stanford}, {CA}, {USA}},
	isbn = {1-57735-184-3},
	publisher = {AAAI Press},
	editor = {Maybury, Mark T.},
	year = {2003}
}

@article{979873,
 author = {Jonathan May and Ada Brunstein and Prem Natarajan and Ralph Weischedel},
 title = {Surprise! What's in a Cebuano or Hindi Name?},
 journal = {ACM Transactions on Asian Language Information Processing (TALIP)},
 volume = {2},
 number = {3},
 year = {2003},
 issn = {1530-0226},
 pages = {169--180},
 doi = {http://doi.acm.org/10.1145/979872.979873},
 publisher = {ACM Press},
 address = {New York, NY, USA},
 }

@inproceedings{jiang2003data,
	Author = {Jiang, H. and Chaudhary, V. and Walters, J.P.},
	Booktitle = {Parallel Processing, 2003. Proceedings. 2003 International Conference on},
	Date-Modified = {2013-02-26 16:30:42 +0000},
	Organization = {IEEE},
	Pages = {473--480},
	Title = {Data Conversion for Process/Thread Migration and Checkpointing},
	Year = {2003}}

@article{youssef_instance-based_2003,
	title = {Instance-based Networking: A Communication Paradigm for Mobile Applications},
	volume = {7},
	rights = {All rights reserved},
	issn = {1559-1662},
	url = {http://doi.acm.org/10.1145/965732.965748},
	doi = {10.1145/965732.965748},
	shorttitle = {Instance-based Networking},
	abstract = {In this work we consider the design principles of the Instance-Based Network ({IBN}), an extended version of a generic Content-Based Network ({CBN}). {IBN} acts as an overlay communication platform over which end-point entities, called contents, communicate independently from their physical locations while providing the flexibility of having different instances of the same content. The semantics of different instances are assigned by the application using the {IBN}. Routing in the {IBN} is instance-based; the {IBN} can route a message to a specific content instance or to the closest instance, if no exact match is found for the destination content instance.},
	pages = {66--67},
	number = {4},
	journaltitle = {{SIGMOBILE} Mob. Comput. Commun. Rev.},
	author = {Youssef, Moustafa and Elsayed, Tamer and Hussein, Mohamed and Nadeem, Tamer and Youssef, Adel and Iftode, Liviu},
	urldate = {2019-05-01},
	date = {2003-10},
	year = {2003},
	file = {ACM Full Text PDF:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\3VA4JZDP\\Youssef et al. - 2003 - Instance-based Networking A Communication Paradig.pdf:application/pdf}
}

In this work we consider the design principles of the Instance-Based Network (IBN), an extended version of a generic Content-Based Network (CBN). IBN acts as an overlay communication platform over which end-point entities, called contents, communicate independently from their physical locations while providing the flexibility of having different instances of the same content. The semantics of different instances are assigned by the application using the IBN. Routing in the IBN is instance-based; the IBN can route a message to a specific content instance or to the closest instance, if no exact match is found for the destination content instance.

@inproceedings{elsayed_atp_2003, 
author= {Tamer, Elsayed and Mohamed, Hussein and Moustafa, Youssef and Tamer, Nadeem and Adel, Youssef and Liviu, Iftode},
booktitle={2003 46th Midwest Symposium on Circuits and Systems}, 
title={ATP: autonomous transport protocol}, 
year={2003}, 
volume={1}, 
number={}, 
pages={436-439 Vol. 1}, 
keywords={data communication;mobility management (mobile radio);peer-to-peer computing;transport protocols;ubiquitous computing;autonomous transport protocol;transport connection;content identifiers;dynamic endpoints relocation;content-based network;active mode;passive mode;instance-based network;mobility management;peer-to-peer systems;ubiquitous computing;Transport protocols;Peer to peer computing;Maintenance;Ubiquitous computing;Computer science;USA Councils;Mobile radio mobility management;Computer network reliability;Application software;Tracking;Autonomous transport protocol;Content-based networks;Instance-based networks;Mobility management;Peer-to-peer systems;Transport protocols;Ubiquitous computing}, 
doi={10.1109/MWSCAS.2003.1562312}, 
ISSN={1548-3746}, 
month={Dec},}

@inproceedings{mirkovic2003source,
  title={Source-end DDoS defense},
  author={Mirkovic, Jelena and Prier, Gregory and Reiher, Peter},
  booktitle={Second IEEE International Symposium on Network Computing and Applications, 2003. NCA 2003.},
  pages={171--178},
  year={2003},
  organization={IEEE}
}

@phdthesis{mirkovic2003d,
  title={D-WARD: source-end defense against distributed denial-of-service attacks},
  author={Mirkovic, Jelena},
  year={2003},
  school={University of California Los Angeles}
}

@inproceedings{robinson2003defcom,
  title={DefCOM: defensive cooperative overlay mesh},
  author={Robinson, Max and Mirkovic, Jelena and Michel, Scott and Schnaider, Matthew and Reiher, Peter},
  booktitle={DARPA Information Survivability Conference and Exposition, 2003. Proceedings},
  volume={2},
  pages={101--102},
  year={2003},
  organization={IEEE}
}

@inproceedings{mirkovic2003alliance,
  title={Alliance formation for DDoS defense},
  author={Mirkovic, Jelena and Robinson, Max and Reiher, Peter},
  booktitle={Proceedings of the 2003 workshop on New Security Paradigms},
  pages={11--18},
  year={2003},
  organization={ACM}
}

@inproceedings{clark2003addressing,
	author = {Clark, David D. and Sollins, Karen and Wroclawski, John T. and Faber, Ted},
	booktitle = {Proceedings of the ACM SIGCOMM Workshop on Future Directions in Network Architecture},
	month = {August},
	pages = {247--257},
	title = {Addressing Reality: an Architectural Response to Real-World Demands on the Evolving Internet},
	year = {2003}}

@inproceedings{clark2003knowledge,
	author = {Clark, David D. and Partridge, Craig and Ramming, J. Christopher and Wroclawski, John T.},
	booktitle = {Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications},
	pages = {3--10},
	title = {A Knowledge Plane for the Internet},
	year = {2003}}

@inproceedings{faratin2003social,
	author = {Faratin, P and Lee, G and Wroclawski, J and Parsons, S},
	booktitle = {Proceedings of AAAI Spring Symposium on Human Interaction with Autonomous Systems in Complex Environments},
	pages = {52--59},
	title = {Social user agents for dynamic access to wireless networks},
	year = {2003}}

@article{bauer2003mobicom,
	author = {Bauer, Steven and Lee, George and Chakraborty, Indraneel and Brucker, Xavier and Yang, Xiaowei and Leong, Ben and Wroclawski, John},
	journal = {ACM SIGMOBILE Mobile Computing and Communications Review},
	number = {1},
	pages = {37--37},
	publisher = {ACM},
	title = {MobiCom poster: the personal router},
	volume = {7},
	year = {2003}}

@techreport{deelman2002pegasus,
    author={Ewa Deelman and James Blythe and Yolanda Gil and Carl Kesselman},
    url={http://pegasus.isi.edu/publications/ewa/pegasus_overview.pdf},
    title={Pegasus: Planning for Execution in Grids},
    institution={GriPhyN},
    number={Technical Report 2002-20},
    year={2002}
}

@inproceedings{deelman2002ligo,
    author={Ewa Deelman and Carl Kesselman and Gaurang Mehta and Leila Meshkat and Laura Pearlman and Kent Blackburn and Phil Ehrens and Albert Lazzarini and Roy Williams and Scott Koranda},
    url={http://pegasus.isi.edu/publications/ewa/hpdc11.pdf},
    title={GriPhyN and LIGO, Building a Virtual Data Grid for Gravitational Wave Scientists},
    booktitle={High Performance Distributed Computing (HPDC)},
    year={2002}
}

@conference {abramson2002analysis,
	title = {Analysis of an enhanced signaling network for scalable mobility management in next generation wireless networks},
	booktitle = {Global Telecommunications Conference, 2002. GLOBECOM{\textquoteright}02. IEEE},
	volume = {1},
	month = nov,
	year = {2002},
	pages = {901{\textendash}905},
	publisher = {IEEE},
	organization = {IEEE},
	doi={10.1109/GLOCOM.2002.1188208},
	author = {Abramson, Jeremy and Fang, Xiao-yan and Ghosal, Dipak}
}

@proceedings {abramsonnomad,
	title = {NOMAD-An Integrated Mobility Management Architecture for Cellular and Mobile IP Services},
	journal = {UC Davis Graduate Symposium},
	year = {2002},
	month = mar,
	address = {Davis, California},
	author = {Abramson, Jeremy and Ghosal, Dipak}
}

@inproceedings{Serebrin2002,
	author= {B. Serebrin and J. D. Owens and C. H. Chen and S. P. Crago and U. J. Kapasi and B. Khailany and P. Mattson and J. Namkoong and S. Rixner and W. J. Dally},
	title= {VLSI in Computers and Processors},
	booktitle= {IEEE International Conference on Computer Design: VLSI in Computers and Processors},
	month= {September},
	year= {2002}
}

@inproceedings{Kang2002,
	author= {Kang, Dong-In and Suh, Jinwoo and Crago, Stephen},
	title= {An Optimal Voltage Synthesis Technique for a Power-Efficient Satellite Application},
	booktitle= {39th Design Automation Conference (DAC)},
	pages = {492–497},
	location= {New Orleans, Louisanna},
	month= {June},
	year= {2002},
	url = {https://doi.org/10.1145/513918.514043},
    doi = {10.1145/513918.514043},
}

@inproceedings{Shriver2002,
	author= {Shriver, Patrick M. and Gokhale, Maya B. and Briles, Scott D. and Kang, Dong-in and Cai, Michael and McCabe, Kevin and Crago, Stephen P and Suh, Jinwoo},
title= {A Power-Aware, Satellite-Based Parallel Signal Processing Scheme},
	booktitle= {Power Aware Computing, Series in Computer Science, Kluwer Academic/Plenum Publishers},
	location= {New York, New York},
	year= {2002}
}

@inproceedings{Shank2002,
	author= {Shank, Stephen F. and Crago, Stephen and Pancoast, Rick and J. Racosky and Suh, Jinwoo and L. Trevito},
	title= {DARPA Data Intensive Systems (DIS) Embedded Computing Benchmarks for Critical Defense Signal Processing Applications},
	booktitle= {6th Annual High Performance Embedded Computing Workshop},
	location= {Cambridge, Massachussets},
	month= {September},
	year= {2002}
}

@inproceedings{Suh2002,
	author= {Suh, Jinwoo and Kang, Dong-In and Crago, Stephen},
	title= {Dynamic Power Management of Multiprocessor Systems}, 
	booktitle= {Tenth International Workshop on Parallel and Distributed Real-Time Systems (WPDRTS) in conjunction with IPDPS},
	location= {Fort Lauderdale, Florida},
	month= {April},
	year= {2002},
	doi={10.1109/IPDPS.2002.1016483}
}

@article{hardaker2002justification,
  title={Justification and Requirements for a National {DDoS} Defense Technology Evaluation Facility},
  author={Hardaker, Wes and Kindred, Darrell and Ostrenga, Ron and Sterne, Dan and Thomas, Roshan},
  journal={Network Associates Laboratories Report},
  pages={02--052},
  year={2002},
}

@PhDThesis{muslea02:thesis,
   Author = "Ion Muslea",
   Title = "Active Learning with Multiple Views",
   School = "Department of Computer Science, University of Southern California",
   Year = "2002",
   urlLink= "http://jair.org/papers/paper2005.html",
   urlPaper= "http://usc-isi-i2.github.io/papers/muslea06-jair.pdf",
    Keywords = {"Wrapper Learning","Active Learning"}}

@inproceedings{muslea02:icml-robust,
   author    = "Ion Muslea and Steven Minton and Craig A. Knoblock",
   title     = "Active + semi-supervised learning = robust multi-view learning",
   booktitle = "Proceedings of the 19th International Conference on Machine Learning (ICML-2002)",
   pages     = "435--442",
   address   = "Sydney, Australia",    
   year      = "2002",
   urlPaper="http://usc-isi-i2.github.io/papers/muslea02-icml-robust.pdf",
   Keywords = {"Wrapper Learning","Active Learning"}
}

@Inproceedings{tejada02:kdd,
   Author = "Sheila Tejada and Craig A. Knoblock and Steven Minton",
   Title = "Learning Domain-Independent String Transformation Weights for High Accuracy Object Identification",
   Booktitle = "Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2002)",
   Address = "Edmonton, Alberta, Canada", 
   Year = 2002,
   urlPaper= "http://usc-isi-i2.github.io/papers/tejada02-kdd.pdf",
   Keywords = {"Record Linkage"}}

@inproceedings{muslea02:icml-view,
   author    = "Ion Muslea and Steven Minton and Craig A. Knoblock",
   title     = "Adaptive View Validation: A First Step Towards Automatic View Detection",
   booktitle = "Proceedings of the 19th International Conference on Machine Learning (ICML-2002)",
   pages     = "443--450",
   address   = "Sydney, Australia",    
   year      = "2002",
   urlPaper="http://usc-isi-i2.github.io/papers/muslea02-icml-view.pdf",
   Keywords = {"Wrapper Learning","Active Learning"}
}
 

@article{knoblock02:is,
  author = 	 "Craig A. Knoblock",
  title = 	 "Agents for Gathering, Integrating, and Monitoring Information for Travel Planning",
  year =         "2002",
  month = "November/December",
  journal = 	 "IEEE Intelligent Systems",
  volume = 17,
  number = 6,
  Keywords = {"Information Agents"}
}

@PhDThesis{tejada02:thesis,
   Author = "Sheila Tejada",
   Title = "Learning Object Identification Rules for Information Integration",
   School = "Department of Computer Science, University of Southern California",
   Year = "2002",
   urlLink= "http://tinyurl.com/y874bhx",
   urlPaper= "http://usc-isi-i2.github.io/papers/tejada01-is.pdf",
   Keywords = {"Record Linkage"}}

@inproceedings{muslea02:isi,
   author    = "Ion Muslea and Steven Minton and Craig A. Knoblock",
   title   = "Adaptive View Validation: A Case study on Wrapper Induction and Text Classification",
   booktitle = "Proceedings of the AAAI-2002 Workshop on Intelligent Services Integration",
   page      = "12--18",
   address = "Edmonton, Alberta, Canada",
   year    = "2002",
   Keywords = {"Wrapper Learning","Active Learning"}
}

@inproceedings{thakkar02:isi,
    author = "Snehal Thakkar and Craig A. Knoblock and Jos\'{e} Luis Ambite and Cyrus Shahabi",
    title = "Dynamically Composing Web Services from On-line Sources",
    booktitle = "Proceeding of {AAAI-2002} Workshop on Intelligent Service Integration",
    month = "July",
    address = "Edmonton, Alberta, Canada",
    pages = "1--7",
    year = "2002",
    urlPaper= "http://usc-isi-i2.github.io/papers/thakkar02-isi.pdf",
    Keywords = {"Service Composition","Data Integration"}
}

@inproceedings{proc_mouchtaris:guassianmixture:audioengg02,
 address = {Los Angeles, CA},
 author = {Mouchtaris, Athanasios and Narayanan, Shrikanth S. and Kyriakakis, Chris},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of the Audio Engineering Society (AES) Convention},
 link = {http://sail.usc.edu/publications/files/MouchtarisAES2002.pdf},
 month = {Oct},
 title = {Gaussian mixture model based methods for virtual microphone signal synthesis},
 year = {2002}
}

@inproceedings{proc_mouchtaris:audioresynthesis:icme02,
 address = {Lausanne, Switzerland},
 author = {Mouchtaris, Athanasios and Narayanan, Shrikanth S. and Kyriakakis, Chris},
 booktitle = {Proceedings of the IEEE International Conference on Multimedia Expo (ICME)},
 doi = {10.1109/ICME.2002.1035574},
 link = {http://sail.usc.edu/publications/files/mouchtarisicme2002.pdf},
 month = {Aug},
 pages = {273- 276},
 title = {Multiresolution spectral conversion for multichannel audio resynthesis},
 year = {2002}
}

@inproceedings{proc_mouchtaris:audiosynthesis:eusipco02,
 address = {Toulose, France},
 author = {Mouchtaris, Athanasios and Narayanan, Shrikanth S. and Kyriakakis, Chris},
 booktitle = {Proceedings of the European Signal Processing Conference (EUSIPCO)},
 link = {http://sail.usc.edu/publications/files/mouchtaris_spc_2002.pdf},
 month = {Sep},
 pages = {413-416},
 title = {Efficient multichannel audio resynthesis by subband-based spectral conversion},
 year = {2002}
}

@article{Narayanan2002Creatingconversationalinterfacesfor,
 author = {Narayanan, Shrikanth S. and Potamianos, Alexandros},
 journal = {IEEE Transactions on Speech and Audio Processing},
 keyword = {automatic speech recognition for children, computer games, conversational agents, human-computer interaction, multimedia interfaces, multimodal systems, spoken dialogue systems},
 link = {http://sail.usc.edu/publications/files/NarayananSAP2002.pdf},
 month = {Feb},
 number = {2},
 pages = {65-78 [IEEE Signal Processing Society Best Paper Award Wnner, 2005]},
 title = {Creating conversational interfaces for children},
 volume = {10},
 year = {2002}
}

@inproceedings{proc_shih:melodyextraction:electronicimaging02,
 address = {San Jose, CA},
 author = {Shih, Hsuan-Huei and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 booktitle = {Proceedings of Electronic Imaging (EI) Conference},
 doi = {10.1117/12.451101},
 keyword = {audio database, ESPLE, Lempel Ziv 78, LZ-78, melody search, music database, music indexing, pattern search, repeating patterns},
 link = {http://sail.usc.edu/publications/files/shih_srmd_2002.pdf},
 month = {Jan},
 pages = {306-317},
 title = {Comparison of dictionary-based approaches to automatic repeating melody extraction},
 volume = {4676},
 year = {2002}
}

@inproceedings{proc_shih:hummingrecognition:icassp02,
 address = {Orlando, FL},
 author = {Shih, Hsuan-Huei and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2002.5745628},
 link = {http://sail.usc.edu/publications/files/shih_icassp_2002.pdf},
 month = {May},
 pages = {IV-4175},
 title = {A statistical approach to humming recognition},
 year = {2002}
}

@inproceedings{proc_mcerlean:sensornetworks:asilomar02,
 address = {Pacific Grove, CA},
 author = {McErlean, Donal and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the Asilomar Conference on Signals, Systems and Computers},
 link = {http://sail.usc.edu/publications/files/mcerleanasilomar2002.pdf},
 month = {Nov},
 pages = {1174-1178},
 title = {Distribution detection and tracking in sensor networks},
 year = {2002}
}

@inproceedings{proc_meesookho:sensormetworks:ieeemsa02,
 address = {Arlington, VA},
 author = {Meesookho, Chartchai and Narayanan, Shrikanth S. and Raghavendra, C.},
 booktitle = {Proceedings of the IEEE Sensor Array and Multichannel Signal Processing (SAM) Workshop},
 doi = {10.1109/SAM.2002.1191063},
 link = {http://sail.usc.edu/publications/files/MeesookhoSAM2002.pdf},
 month = {Aug},
 pages = {370-374},
 title = {Collaborative Classification Applications in Sensor Networks},
 year = {2002}
}

@inproceedings{proc_sethy:refinedsegmentation:icslp02,
 address = {Denver, CO},
 author = {Sethy, Abhinav and Narayanan, Shrikanth S.},
 bib2html_rescat = {span},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/SethyInterSpeech2002.pdf},
 month = {Sep},
 title = {Refined speech segmentation for concatenative synthesis},
 year = {2002}
}

@inproceedings{proc_sundaram:spokenlanguagesynthesis:ieeeworkshop02,
 address = {Santa Monica, CA},
 author = {Sundaram, Shiva and Narayanan, Shrikanth S.},
 booktitle = {Proceedings of the IEEE Speech Synthesis Workshop},
 doi = {10.1109/WSS.2002.1224409},
 link = {http://sail.usc.edu/publications/files/sundaram_speechsynth_2002.pdf},
 month = {Sep},
 pages = {203-206},
 title = {Spoken language synthesis: Experiments in synthesis of spontaneous monologues},
 year = {2002}
}

@inproceedings{proc_chul:emotionreco:icslp02,
 address = {Denver, CO},
 author = {Lee, Chul Min and Narayanan, Shrikanth S. and Pieraccini, Roberto},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/leeinterspeech2002.pdf},
 month = {Sep},
 title = {Combining acoustic and language information for emotion recognition},
 year = {2002}
}

@inproceedings{proc_jongho:spokendialogs:icslp02,
 address = {Denver, CO},
 author = {Shin, JongHo and Narayanan, Shrikanth S. and Gerber, Laurie and Kazemzadeh, Abe and Byrd, Dani},
 bib2html_rescat = {annotation modeling},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/shininterspeech2002.pdf},
 month = {Sep},
 pages = {2069-2072},
 title = {Analysis of user behavior under error conditions in spoken dialogs},
 year = {2002}
}

@inproceedings{proc_li:seakerid:icassp02,
 address = {Orlando, FL},
 author = {Li, Ying and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 bib2html_rescat = {mica},
 booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
 doi = {10.1109/ICASSP.2002.5745047},
 link = {http://sail.usc.edu/publications/files/LiICASSP2002.pdf},
 month = {May},
 pages = {2093-2096},
 title = {Identification of speakers in movie dialogs using audiovisual cues},
 year = {2002}
}

@inproceedings{proc_sethy:syllablereco:isca02,
 address = {Estes Park, Colorado},
 author = {Sethy, Abhinav and Narayanan, Shrikanth S. and Parthasarathy, S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of the International Speech Communication Association (ISCA) Pronunciation Modeling and Lexicon Adaptation Workshop},
 link = {http://sail.usc.edu/publications/files/SethyISCA2002.pdf},
 month = {Sep},
 pages = {1-4},
 title = {A syllable based approach for improved recognition of spoken names},
 year = {2002}
}

@inproceedings{proc_narayanan:modelinguserbehavior:isle02,
 address = {Edinburgh, UK},
 author = {Narayanan, Shrikanth S.},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of the ISLE Workshop on Multimodal Dialog Tagging},
 link = {http://sail.usc.edu/publications/files/narayanan_isle_2002.pdf},
 month = {Dec},
 title = {Towards modeling user behavior in human-machine interactions: Effect of errors and emotions},
 year = {2002}
}

@inproceedings{proc_bulut:expressivespeech:icslp02,
 address = {Denver, CO},
 author = {Bulut, Murtaza and Narayanan, Shrikanth S. and Syrdal, Ann},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/bulutinterspeech2002.pdf},
 month = {Sep},
 pages = {1265-1268},
 title = {Expressive speech synthesis using a concatenative synthesizer},
 year = {2002}
}

@inproceedings{proc_soonil:speakerchangedetection:icslp02,
 address = {Denver, CO},
 author = {Kwon, Soonil and Narayanan, Shrikanth S.},
 bib2html_rescat = {rats},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/KwonInterSpeech2002.pdf},
 month = {Sep},
 pages = {16-20},
 title = {Speaker Change Detection Using a New Weighted Distance Measure},
 year = {2002}
}

@inproceedings{proc_shih:hummingtranscription:icme02,
 address = {Lausanne, Switzerland},
 author = {Shih, Hsuan-Huei and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 bib2html_rescat = {mica},
 booktitle = {Proceedings of the IEEE International Conference on Multimedia Expo (ICME)},
 doi = {10.1109/ICME.2002.1035787},
 link = {http://sail.usc.edu/publications/files/ShihICME2002.pdf},
 month = {Aug},
 pages = {337-340},
 title = {An HMM-based Approach to Humming Transcription},
 year = {2002}
}

@inproceedings{proc_dagen:unsupervisedmap:asilomar02,
 address = {Pacific Grove, CA},
 author = {Wang, Dagen and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of the Asilomar Conference on Signals, Systems and Computers},
 doi = {10.1109/ACSSC.2002.1197181},
 link = {http://sail.usc.edu/publications/files/WangAsilomar2002.pdf},
 month = {Nov},
 pages = {222-226},
 title = {A confidence-score based unsupervised MAP adaptation for speech recognition},
 year = {2002}
}

@inproceedings{proc_chul:emotions:icme02,
 address = {Lausanne, Switzerland},
 author = {Lee, Chul Min and Narayanan, Shrikanth S. and Pieraccini, Roberto},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of the IEEE International Conference on Multimedia Expo (ICME)},
 doi = {10.1109/ICME.2002.1035887},
 link = {http://sail.usc.edu/publications/files/leeicme2002.pdf},
 month = {Aug},
 pages = {737-740},
 title = {Classifying emotions in human-machine spoken dialogs},
 year = {2002}
}

@inproceedings{proc_johnson:ldsexpressive:ieeeworkshop02,
 address = {Santa Monica, CA},
 author = {Johnson, Lewis and Narayanan, Shrikanth S. and Whitney, Richard and Das, Rajat and LaBore, Catharine},
 booktitle = {Proceedings of the IEEE Speech Synthesis Workshop},
 doi = {10.1109/WSS.2002.1224399},
 keyword = {EMOTION},
 link = {http://sail.usc.edu/publications/files/JohnsonSpeechSynthesis2002.pdf},
 month = {Sep},
 title = {Limited domain synthesis of expressive military speech for animated characters},
 year = {2002}
}

@inproceedings{proc_mouchtaris:audiosynthesis:asilomar02,
 address = {Pacific Grove, CA},
 author = {Mouchtaris, Athanasios and Narayanan, Shrikanth S. and Kyriakakis, Chris},
 booktitle = {Proceedings of the Asilomar Conference on Signals, Systems and Computers},
 doi = {10.1109/ACSSC.2002.1197182},
 link = {http://sail.usc.edu/publications/files/mouchtarisasilomar2002.pdf},
 month = {Nov},
 pages = {227-232},
 title = {Maximum likelihood constrained adaptation for multichannel audio synthesis},
 year = {2002}
}

@inproceedings{proc_dibazar:pathological:ieeeembs02,
 address = {Houston, Texas},
 author = {Dibazar, Alireza A. and Narayanan, Shrikanth S. and Berger, Theodore W.},
 booktitle = {Proceedings of the IEEE Engineering in Medicine and Biology Society (EMBS) Meeting},
 doi = {10.1109/IEMBS.2002.1134447},
 keyword = {HMM, Mel frequency filters, pathological speech},
 link = {http://sail.usc.edu/publications/files/dibazarembs2002.pdf},
 month = {Oct},
 pages = {182-183},
 title = {Feature analysis for automatic detection of pathological speech},
 year = {2002}
}

@inproceedings{proc_dibazar:pathologicalspeech:asilomar02,
 address = {Pacific Grove, CA},
 author = {Dibazar, Alireza A. and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the Asilomar Conference on Signals, Systems and Computers},
 link = {http://sail.usc.edu/publications/files/DibazarAsilomar2002.pdf},
 month = {Nov},
 title = {A system for automatic recognition of pathological speech},
 year = {2002}
}

@inproceedings{xu_trec_2002,
	title = {{TREC} 2002 {QA} at {BBN}: {Answer} {Selection} and {Confidence} {Estimation}.},
	booktitle = {{TREC}},
	author = {Xu, Jinxi and Licuanan, Ana and May, Jonathan and Miller, Scott and Weischedel, Ralph M.},
	year = {2002}
}

@techreport{mirkovic2002isave,
  title={iSAVE: Incrementally Deployable Source Address Validation},
  author={Mirkovic, Jelena and Xu, Zhiguo and Li, Jun and Schnaider, Matthew and Reiher, Peter and Zhang, Lixia},
  year={2002},
  institution={UCLA technical report}
}

@inproceedings{li2002save,
  title={SAVE: Source address validity enforcement protocol},
  author={Li, Jun and Mirkovic, Jelena and Wang, Mengqiu and Reiher, Peter and Zhang, Lixia},
  booktitle={INFOCOM 2002. Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE},
  volume={3},
  pages={1557--1566},
  year={2002},
  organization={IEEE}
}

@inproceedings{burns2002implementing2,
  title={Implementing address assurance in the intel ixp},
  author={Burns, Michael and Prier, Gregory and Mirkovic, Jelena and Reiher, Peter},
  booktitle={Proceedings of the Network Processors Conference (NPC)},
  year={2002}
}

@inproceedings{mirkovic2002attacking,
  title={Attacking DDoS at the source},
  author={Mirkovic, Jelena and Prier, Gregory and Reiher, Peter},
  booktitle={10th IEEE International Conference on Network Protocols (ICNP)},
  pages={312--321},
  year={2002},
  organization={IEEE}
}

@inproceedings{burns2002implementing,
  title={Implementing Address Assurance in the Intel IXP Router},
  author={Burns, Michael and Prier, Gregory and Mirkovic, Jelena and Reiher, Peter},
  booktitle={Western Network Processors Conference},
  year={2002}
}

@inproceedings{Venugopal2002Hardware-e,
	abstract = {This paper presents a novel approach to implement a narrow band Finite Impulse Response (FIR) digital filter that requires less hardware than traditional FIR filter implementations. The hardware efficient Canonic Signed Digit (CSD) multiplier is used instead of the conventional multiplier to reduce the hardware. The digital filter has been initially designed using Simulink, DSP Blockset and has been tested for the required frequency response using Matlab. The FIR filter has been modeled and verified using Verilog HDL and is implemented using FPGA Xilinx 4000 technology. The use of the multistage multirate approach for the design of the FIR filter stages results in a hardware saving of about 80{%}.},
	author = {Venugopalan, Vivek and Abed, Khalid and Siferd, Raymond and Nerurkar, Shailesh},
	booktitle = {The 45th Midwest Symposium on Circuits and Systems, (MWSCAS-2002)},
	date-added = {2020-01-15 12:00:21 -0500},
	date-modified = {2020-01-15 12:00:21 -0500},
	keywords = {FIR filters; field programmable gate arrays; frequency response; CSD multiplier; DSP Blockset; FPGA Xilinx 4000; Matlab; Simulink; Verilog HDL model; frequency response; hardware efficiency; multistage multirate design; narrow-band FIR digital filter},
	pages = {223-226},
	title = {{Hardware Efficient Narrow Band FIR Filter}},
	ty = {CONF},
	vo = {2},
	volume = {2},
	year = {2002},
	month = sep,
	Bdsk-File-1 = {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}}

This paper presents a novel approach to implement a narrow band Finite Impulse Response (FIR) digital filter that requires less hardware than traditional FIR filter implementations. The hardware efficient Canonic Signed Digit (CSD) multiplier is used instead of the conventional multiplier to reduce the hardware. The digital filter has been initially designed using Simulink, DSP Blockset and has been tested for the required frequency response using Matlab. The FIR filter has been modeled and verified using Verilog HDL and is implemented using FPGA Xilinx 4000 technology. The use of the multistage multirate approach for the design of the FIR filter stages results in a hardware saving of about 80%.

@inproceedings{Nerurkar2002Low-power-,
	abstract = {This paper presents an efficient design and implementation of a low power sigma delta digital decimation filter. We implement a low power decimation filter with a narrow transition finite impulse response (FIR) filter using a canonic signed digit number (CSD) system. We use multi-stage multi-rate signal processing to design and implement half-band filters and narrow transition band FIR filters. The decimation filter is designed using Simulink, DSP Blockset and simulated using Matlab. The FIR filter has been coded in Verilog and implemented using FPGA Xilinx 4000 technology. The power consumption of the proposed decimation filter is reduced by 67{\%} compared to the conventional 4-stage comb-FIR architecture.},
	author = {Nerurkar, Shailesh and Abed, Khalid and Siferd, Raymond and Venugopalan, Vivek},
	booktitle = {The 45th Midwest Symposium on Circuits and Systems, (MWSCAS-2002)},
	date-added = {2020-01-15 12:00:21 -0500},
	date-modified = {2020-01-15 12:00:21 -0500},
	keywords = {FIR filters; circuit simulation; comb filters; digital arithmetic; integrated circuit design; logic design; logic simulation; low-power electronics; sigma-delta modulation; CSD system; FPGA; canonic signed digit number system; comb filter; digital decimation filter; filter power consumption reduction; finite impulse response filter; half-band filters; low power filter; multi-rate signal processing; multi-stage signal processing; narrow transition FIR filter; sigma delta decimation filter; sigma delta modulator},
	pages = {I--647-50 vol.1},
	title = {Low Power Sigma Delta Decimation Filter},
	ty = {CONF},
	vo = {1},
	volume = {1},
	year = {2002},
	month = aug,
	Bdsk-File-1 = {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}}

This paper presents an efficient design and implementation of a low power sigma delta digital decimation filter. We implement a low power decimation filter with a narrow transition finite impulse response (FIR) filter using a canonic signed digit number (CSD) system. We use multi-stage multi-rate signal processing to design and implement half-band filters and narrow transition band FIR filters. The decimation filter is designed using Simulink, DSP Blockset and simulated using Matlab. The FIR filter has been coded in Verilog and implemented using FPGA Xilinx 4000 technology. The power consumption of the proposed decimation filter is reduced by 67% compared to the conventional 4-stage comb-FIR architecture.

@inproceedings{ambite2002:edc,
        author={Jose Luis Ambite and Yigal Arens and Walter Bourne and Peter T. Davis and Steven Feiner and Eduard H. Hovy and Judith L. Klavans and Andrew Philpot and Samuel Popper and Ken Ross and Ju-Ling Shih and Peter Sommer and Surabhan (Nick) Temiyabutr and Laura Zadoff},
        title={A Portal for Access to Complex Distributed Information about Energy},
        booktitle={Proceedings of the Second National Conference on Digital Government Research (dg.o 2002)},
	    urlPaper={http://www.isi.edu/~ambite/02may-dgo-EDC.pdf},
        address={Redondo Beach, California},
        year=2002
}

@InCollection{ambite2002:kluwer,
  author = 	 {Jose Luis Ambite and Yigal Arens and Walter Bourne and Steve Feiner and Luis Gravano and Vasileios Hatzivassiloglou and Eduard Hovy and Judith Klavans and Andrew Philpot and Usha Ramachandran and Kenneth Ross and Jay Sandhaus and Deniz Sarioz and Rolfe R. Schmidt and Cyrus Shahabi and Anurag Singla and Surabhan Temiyabutr and Brian Whitman},
  title = 	 {Data Integration and Access: The Digital Government Research Center's Energy Data Collection {(EDC)} Project},
  booktitle = 	 {Advances in Digital Government: Technology, Human Factors, and Policy},
  publisher = {Kluwer Academic Publishers},
  year = 	 {2002},
  editor = 	 {William J. McIver and Ahmed K. Elmagarmid},
}

@inproceedings{ambite02:iaai,
        author="Jos\'{e} Luis Ambite and Greg Barish and Craig A. Knoblock and Maria Muslea and Jean Oh and Steven Minton",
        title="Getting from Here to There: Interactive Planning and Agent Execution for Optimizing Travel",
        booktitle="Proceedings of the Fourteenth Conference on Innovative Applications of Artificial Intelligence (IAAI-2002)",
        address="AAAI Press, Menlo Park, CA",
        pages="862--869",
        year=2002,
        urlPaper= "http://usc-isi-i2.github.io/papers/ambite02-iaai.pdf",
       	Keywords = {"Information Agents"}
}

@inproceedings{philpot2002:askcal,
        author={Andrew Philpot and Jose Luis Ambite and Eduard Hovy},
        title={DGRC AskCal: Natural Language Question Answering for Energy Time Series},
        booktitle={Proceedings of the Second National Conference on Digital Government Research (dg.o 2002)},
        address={Redondo Beach, California},
        urlPaper={http://www.isi.edu/~ambite/02may-dgo-AskCal.pdf},
        year=2002
}

@inproceedings{ambite2002:freight,
        author={Jose Luis Ambite and Genevieve Giuliano and Peter Gordon and Qisheng Pan and Sandipan Bhattacharjee},
        title={Integrating Heterogeneous Sources for Better Freight Flow Analysis and Planning},
        booktitle={Proceedings of the Second National Conference on Digital Government Research (dg.o 2002)},
        address={Redondo Beach, California},
	    urlPaper={http://www.isi.edu/~ambite/SGER-2002-4-30.pdf},
        year=2002
}

@inproceedings{clark2002tussle,
	author = {Clark, David D. and Wroclawski, John T. and Sollins, Karen R. and Braden, Robert},
	booktitle = {Proceedings of the 2002 conference on Applications, technologies, architectures, and protocols for computer communications},
	pages = {347--356},
	title = {Tussle in Cyberspace: Defining Tomorrow's Internet},
	year = {2002}}

@inproceedings{bauer2002personal,
	author = {Bauer, Steven and Lee, George and Chakraborty, Indraneel and Brucker, Xavier and Yang, Xiaowei and Leong, Ben and Wroclawski, John},
	booktitle = {Proceedings of MOBICOM},
	pages = {23--28},
	title = {The Personal Router},
	volume = {2},
	year = {2002}}

@inproceedings{faratin2002personal,
	author = {Faratin, Peyman and Wroclawski, John and Lee, George and Parsons, Simon},
	booktitle = {Proceedings of American Association of Artificial Intelligence Fall Symposium on Personal Agents, N. Falmouth, Massachusetts, US},
	pages = {13--21},
	title = {The personal router: An agent for wireless access},
	year = {2002}}

@inproceedings{clark2002newarch,
	author = {Clark, D and Bellovin, Steve and Braden, Bob and Chiappa, Noel and Faber, Ted and Falk, Aaron and Handley, Mark and Shenker, Scott and Sollins, Karen and Wroclawski, John},
	booktitle = {Report to Next Generation Internet PI Meeting},
	title = {NewArch: A new architecture for an Internet},
	year = {2002}}

@misc{clark2002developing,
	author = {Clark, David D and Sollins, Karen R and Wroclawski, John T},
	publisher = {MIT Laboratory for Computer Science},
	title = {Developing a Next-Generation Internet Architecture: New Arch},
	year = {2002}}

@article{wroclawski2002internet,
	author = {Wroclawski, John},
	title = {Internet Draft David L. Black Document: draft-black-rdma-concerns-00. txt EMC Expires: November 2002 Michael F. Speer Sun},
	year = {2002}}

@inproceedings{Suh2001c,
	author= {Suh, Jinwoo and Kang, Dong-In and Crago, Stephen P},
	title= {Efficient Algorithms for Fixed-Point Arithmetic Operations In An Embedded PIM},
	booktitle= {SCI 01},
	location= {Orlando, Florida},
	month= {July},
	year= {2001}
}

@inproceedings{Suh2001a,
	author= {Suh, Jinwoo and Crago, Stephen P},
	title= {PIM- and Stream Processor-based Processing for Radar Signal Applications},
	booktitle= {The Third Workshop on Media and Streaming Processors in conjunction with The 34th International Symposium on Microarchitecture},
	location= {Austin, Texas},
	month= {December},
	year= {2001}
}

@inproceedings{Kang2001,
	author= {Kang, Dong-In and Crago, Stephen P and Suh, Jinwoo},
	title= {Power-Aware Design Synthesis Techniques for Distributed Real-Time Systems},
	booktitle= {ACM Workshop on Languages, Compilers, and Tools for Embedded Systems (LCTES) '01},
	month= {June},
	year= {2001}
}

@inproceedings{Suh2001b,
	author= {Suh, Jinwoo and Crago, Stephen P and Li, Changping and Parker, Robert},
	title= {PIM- and Stream Processor-Based System},
	booktitle= {Fifth Annual High Performance Embedded Computing Workshop},
	location= {Cambridge, Massachusetts},
	month= {November},
	year= {2001}
}

@inproceedings{Suh2001d,
	author= {Suh, Jinwoo and Li, Changping and Crago, Stephen P and Parker, Robert},
	title= {A PIM-Based Multiprocessor},
	booktitle= {IPDPS 01},
	location= {San Francisco, California},
	month= {April},
	year= {2001}
}

@inproceedings{Suh2001e,
	author= {Suh, Jinwoo and Zhu, Ming and Li, Changping and Crago, Stephen P and Shank, Stephen F. and Chau, Richard H. and Mazur, Walter J. and Pancoast, Rick},
	title= {Implementations of Real-time Data Intensive Applications on PIM-based Multiprocessor Systems},
	booktitle= {Joint WPDRTS and EHPC 01},
	location= {San Francisco, California},
	month= {April},
	year= {2001},
	doi={10.1109/IPDPS.2001.925063}
}

@inproceedings{lerman01:atem,
       author="Kristina Lerman and Craig A. Knoblock and Steven Minton",
       title="Automatic Data Extraction from Lists and Tables in Web Sources",
       booktitle="Proceedings of the IJCAI 2001 Workshop on Adaptive Text Extraction and Mining",
       year = 2001,
       address = "Seattle, WA",
       urlPaper= "http://usc-isi-i2.github.io/papers/lerman01-atem.pdf",   
       Keywords = {"Wrapper Learning"}}

@inproceedings{knoblock01:www,
   author = "Craig A. Knoblock and Steven Minton and Jos\'{e} Luis Ambite and Maria Muslea and Jean Oh and Martin Frank",
   title = "Mixed-Initiative, Multi-source Information Assistants",
   booktitle = "Proceedings of the World Wide Web Conference",
   address = "ACM Press, New York, NY",
   pages = "697-707",
   month = "May",
   year = 2001,
   urlPaper= "http://usc-isi-i2.github.io/papers/knoblock01-www.pdf",
   Keywords = {"Constraint Reasoning"}}

@article{tejada01:is,
      author="Sheila Tejada and Craig A. Knoblock and Steven Minton", 
      title ="Learning Object Identification Rules for Information Integration",
      journal="Information Systems",
      volume=26,
      number=8,
      year="2001",
      urlLink= "http://tinyurl.com/y874bhx",
      urlPaper= "http://usc-isi-i2.github.io/papers/tejada01-is.pdf",
      Keywords = {"Record Linkage"}}

@article{knoblock01:ijcis,
	author="Craig A. Knoblock and Steven Minton and Jos\'{e} Luis Ambite and Naveen Ashish and Ion Muslea and Andrew Philpot and Sheila Tejada",
	title="The {ARIADNE} Approach to Web-based Information Integration",
	journal="International Journal of Cooperative 
	Information Systems (IJCIS), Special Issue on Intelligent Information Agents:  {T}heory and Applications",
         volume = 10,
         number = "1/2",
          pages = "145-169",
	year=2001,
	urlPaper= "http://usc-isi-i2.github.io/papers/knoblock01-ijcis.pdf",
	urlLink = "http://www.worldscinet.com/ijcis/10/1001n02/S0218843001000291.html",
       	Keywords = {"Data Integration"}}

@inproceedings{shahabi01:acmgis,
       Author="Cyrus Shahabi and Mohammada R. Kolahdouzan and Snehal Thakkar and Jos\'{e} Luis Ambite and Craig A. Knoblock",
       Title="Efficiently Querying Moving Objects with Pre-defined Paths in a Distributed Environment",
       Booktitle="Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems (ACM-GIS)",
       Address="Atlanta, GA",
       Month="November",
       Year="2001",
       urlPaper= "http://usc-isi-i2.github.io/papers/shahabi01-acmgis.pdf",
       Keywords = {"Geospatial Integration"}}

@Article{muslea01:jaamas,
   author  = "Ion Muslea and Steven Minton and Craig A. Knoblock",
   title   = "Hierarchical Wrapper Induction for Semistructured Information Sources",
   journal = "Autonomous Agents and Multi-Agent Systems",
   volume = 4,
   number ="1/2",
   month = "March",
   year    = "2001",
   urlPaper= "http://usc-isi-i2.github.io/papers/muslea01-jaamas.pdf",
   Keywords = {"Wrapper Learning"}
}

@inproceedings{knoblock01:ic-ai,
        author="Craig A. Knoblock and Jos\'{e} Luis Ambite and Steven Minton and Cyrus Shahabi and Mohammad R. Kolahdouzan and Maria Muslea and Jean Oh and Snehal Thakkar",
        title="Integrating the World: {T}he WorldInfo Assistant",
        booktitle="Proceedings of the 2001 International Conference on Artificial Intelligence (IC-AI 2001)",
        address="Las Vegas, NV",
        year=2001,
        urlPaper="http://usc-isi-i2.github.io/papers/knoblock01-ic-ai.pdf",
        Keywords = {"Constraint Reasoning"}
}

@inproceedings{frank01:iui,
    author = "Martin Frank and Maria Muslea and Jean Oh and Steve Minton and Craig A. Knoblock",
    title = "An Intelligent User Interface for Mixed-Initiative Multi-Source Travel",
    booktitle = "Proceedings of the ACM International Conference on Intelligent User Interfaces",
    address = "Santa Fe, New Mexico", 
    month = "January",
    year = 2001,
    urlPaper= "http://usc-isi-i2.github.io/papers/frank01-iui.pdf",
    Keywords = {"Constraint Reasoning"}}

@inproceedings{proc_naveen:distributedspeechreco:isca01,
 address = {Sophia Antipolis, France},
 author = {Srinivasamurthy, Naveen and Narayanan, Shrikanth S. and Ortega, Antonio},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of the International Speech Communication Association (ISCA) Workshop on Adaptation Methods for Speech Recognition},
 link = {http://sail.usc.edu/publications/files/SrinivasamurthyISCA2001.pdf},
 month = {Aug},
 pages = {113-116},
 title = {Use of model transformations for distributed speech recognition},
 year = {2001}
}

@inproceedings{proc_naveen:speechcompression:eurospeech01,
 address = {Aalborg, Denmark},
 author = {Srinivasamurthy, Naveen and Ortega, Antonio and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/SrinivasamurthyInterSpeech2001.pdf},
 month = {Sep},
 pages = {1845-1848},
 title = {Efficient scalable speech compression for scalable speech recognition},
 year = {2001}
}

@inproceedings{proc_shih:repetitivepattern:icme01,
 address = {Tokyo, Japan},
 author = {Shih, Hsuan-Huei and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 bib2html_rescat = {mica},
 booktitle = {Proceedings of the IEEE International Conference on Multimedia and Expo (ICME)},
 doi = {10.1109/ICME.2001.1237711},
 link = {http://sail.usc.edu/publications/files/ShihICME2001.pdf},
 month = {Aug},
 pages = {281-284},
 title = {A dictionary approach to repetitive pattern finding in music},
 year = {2001}
}

@inproceedings{proc_shih:melodyextraction:imvsp01,
 address = {Kowloon Shangri-La, Hong Kong},
 author = {Shih, Hsuan-Huei and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 bib2html_rescat = {mica},
 booktitle = {Proceedings of the International Symposium on Intelligent Multimedia, Video and Speech Processing},
 doi = {10.1109/ISIMP.2001.925317},
 link = {http://sail.usc.edu/publications/files/shihisimp2001.pdf},
 month = {May},
 pages = {9-12},
 title = {Automatic main melody extraction from MIDI files with a modified Lempel-Ziv Algorithm},
 year = {2001}
}

@inproceedings{proc_rose:asralgorithms:icassp01,
 address = {Salt Lake City, Utah},
 author = {Rose, Richard and Parthasarathy, S. and Gajic, Bojana and Rosenberg, Aaron 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.2001.940756},
 link = {http://sail.usc.edu/publications/files/RoseICASSP2001.pdf},
 month = {May},
 pages = {17-20},
 title = {On the implementation of ASR algorithms for hand-held wireless mobile devices},
 year = {2001}
}

@inproceedings{proc_sudha:childmachine:eurospeech01,
 address = {Aalborg, Denmark},
 author = {Arunachalam, Sudha and Gould, Dylan and Andersen, Elaine and Byrd, Dani and Narayanan, Shrikanth S.},
 bib2html_rescat = {care},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/ArunachalamInterSpeech2001.pdf},
 month = {Sep},
 pages = {2675-2678},
 title = {Politeness and frustration language in child-machine interactions},
 year = {2001}
}

@inproceedings{proc_walker:darpacommunicator:eurospeech01,
 address = {Aalborg, Denmark},
 author = {Walker, Marilyn and Aberdeen, J. and Boland, J. and Bratt, E. and Garafolo, J. and Hirschman, Lynette and Le, A. and Lee, Sungbok and Narayanan, Shrikanth S. and Papineni, K. and Pellom, B. and Polifroni, Joseph and Potamianos, Alexandros and Prabhu, P. and Rudnicky, Alexander I. and Sanders, G. and Seneff, Stephanie and Stallard, D. and Whittaker, Steve},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/walker_interspeech_2001.pdf},
 month = {Sep},
 pages = {1371-1374},
 title = {DARPA communicator dialog travel planning systems: The June 2000 data collection},
 year = {2001}
}

@inproceedings{proc_li:movieindexgeneration:itcom02,
 address = {Denver, CO},
 author = {Li, Ying and Narayanan, Shrikanth S. and Ming, Wei and Kuo, C.-C. Jay},
 bib2html_rescat = {mica},
 booktitle = {Proceedings of the International Symposium on The Convergence of Information Technologies and Communications (ITCom)},
 doi = {10.1117/12.434282},
 link = {http://sail.usc.edu/publications/files/liitcom2001.pdf},
 month = {Aug},
 pages = {42-53},
 title = {Automatic movie index generation based on multimodal information},
 year = {2001}
}

@inproceedings{proc_chul:negativeemotions:asru01,
 address = {Trento, Italy},
 author = {Lee, Chul Min and Narayanan, Shrikanth S. and Pieraccini, Roberto},
 bib2html_rescat = {emotion},
 booktitle = {Proceedings of the IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
 doi = {10.1109/ASRU.2001.1034632},
 link = {http://sail.usc.edu/publications/files/leeasru2001.pdf},
 month = {Dec},
 pages = {240-243},
 title = {Recognition of negative emotions from the speech signal},
 year = {2001}
}

@inproceedings{proc_dutton:complexlist:hlt01,
 address = {San Diego, CA},
 author = {Dutton, Dawn and Chu, Selina and Hubbell, James and Walker, Marilyn and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the Human Language Technology (HLT) Conference},
 doi = {10.3115/1072133.1072137},
 link = {http://sail.usc.edu/publications/files/duttonhlt2001.pdf},
 month = {Mar},
 pages = {1-6},
 title = {Amount of information presented in a complex list: Effects on user performance},
 year = {2001}
}

@inproceedings{proc_shih:musicindexing:itcom01,
 address = {Denver, CO},
 author = {Shih, Hsuan-Huei and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
 bib2html_rescat = {},
 booktitle = {Proceedings of the International Symposium on The Convergence of Information Technologies and Communications (ITCom)},
 doi = {10.1117/12.434262},
 link = {http://sail.usc.edu/publications/files/shihitcom2001.pdf},
 month = {Aug},
 pages = {124-135},
 title = {Music indexing with extracted main melody by using modified Lempel-Ziv algorithm},
 year = {2001}
}

@inproceedings{proc_dutton:allthefacts:acm01,
 address = {Seattle, WA},
 author = {Dutton, Dawn and Chu, Selina and Hubbell, James and Walker, Marilyn and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of the ACM Conference on Computer-Human Interaction (CHI)},
 link = {http://sail.usc.edu/publications/files/chi2001_dutton_final.pdf},
 month = {Mar},
 pages = {133-134},
 title = {Just (all) the facts, ma\'am},
 year = {2001}
}

@inproceedings{mirkovic2001self,
  title={A self-organizing approach to data forwarding in large-scale sensor networks},
  author={Mirkovic, Jelena and Venkataramani, Geetha Priya and Lu, Songwu and Zhang, Lixia},
  booktitle={IEEE International Conference on Communications (ICC)},
  volume={5},
  pages={1357--1361},
  year={2001},
  organization={IEEE}
}

@inproceedings{milutinovic2001research,
  title={Research and Development in E-Business on the Internet},
  author={Cvetkovic D. and Aleksic M. and Davidovic G. and Dimitrijevic Z. and Dingarac D. and Grubic M. and Grujic A. and Horvat D. and Horvat Z. and Ikodinovic, I. and Ilic J. and Ilic N. Jovanov E. and Jovanovic M. and Jovanovic T. and Knezevic P.and Krsmanovic D. and Marinkovic, G. and Mihanovic M. and Milenkovic A. and Milicev D. and Milicevic M. and Miljkovic V. and Milutinovic D. and Mirkovic J. and Mitrovic M. and Nikolic M. and Petkovic D. and Petkovic Z. and Protic, J. and Protic S. and Raskovic D. and Savic S. and Slijepcevic S. and Sokic I. and Stefanovic M. and Tartalja I. and Tomasevic M. and Tomca N. and Radunovic B. and Vuletic M. and Zgonjanin S.},
  booktitle={System Sciences, 2001. Proceedings of the 34th Annual Hawaii International Conference on},
  pages={10--pp},
  year={2001},
  organization={IEEE}
}

@article{ambite01:jair,
        author="Jos\'{e} Luis Ambite and Craig A. Knoblock",
        title="Planning by Rewriting",
        journal="Journal of Artificial Intelligence Research",
        volume=15,
        pages="207-261",
        year="2001",
        urlPaper= "http://usc-isi-i2.github.io/papers/ambite01-jair.pdf",
        Keywords = {"Planning by Rewriting","Planning"}}

@Article{ambite2001:compilation,
  author = 	 {Jose Luis Ambite and Craig A. Knoblock and Ion Muslea And Andrew Philpot},
  title = 	 {Compiling Source Descriptions for Efficient and Flexible Information Integration},
  journal = 	 {Journal of Intelligent Information Systems},
  urlPAper ={http://www.isi.edu/~ambite/ambite-jiis2000.pdf},
  year = 	 {2001},
  volume = 	 {16},
  number = 	 {2},
  pages = 	 {149--187},
}

@InProceedings{ambite2001:vldb,
author ={Jose Luis Ambite and Craig A. Knoblock and Mohammad R. Kolahdouzan and Maria Muslea and Cyrus Shahabi and Snehal Thakkar},
title ={The WorldInfo Assistant: Spatio-Temporal Information Integration on the Web},
urlPaper={http://www.isi.edu/~ambite/ambite-vldb2001.pdf},
booktitle ={Proceedings of The Twenty Seventh International Conference on Very Large Data Bases (VLDB2001)}, 
address ={Rome, Italy},
year = 2001,
note ={System Demonstration}
}

@Article{ambite2001:computer,
 Author={Jose Luis Ambite and Yigal Arens and Eduard Hovy and Andrew Philpot and Luis Gravano and Vasileios Hatzivassiloglou and Judith Klavans},
 Title={Simplifying Data Access: The Energy Data Collection {(EDC)} Project}, 
 urlPaper={http://www.isi.edu/~ambite/EDC-IEEE-Computer-2001.pdf},
 Journal={{IEEE} Computer, Special Issue on Digital Government},
 Volume=34,
 Number=2,
 Month={February},
 Year={2001}}

@InProceedings{ambite2001:polap,
  author ={Jose Luis Ambite and Cyrus Shahabi and Rolfe R. Schmidt and Andrew Philpot}, 
  title ={Fast Approximate Evaluation of {OLAP} Queries for Integrated Statistical Data},
  urlPaper={http://www.isi.edu/~ambite/ambite-dgo2001.pdf},
  Booktitle={Proceedings of the First National Conference for Digital Government Research},
  Address={Redondo Beach, CA},
  year = 2001
 }

@InProceedings{hovy2001:dgo,
  author ={Eduard Hovy and Andrew Philpot and Jose Luis Ambite and Yigal Arens and Judith Klavans and Walter Bourne and Deniz Saroz},
  title ={Data Acquisition and Integration in the {DGRC's} Energy Data Collection Project},
  Booktitle={Proceedings of the First National Conference for Digital Government Research},
  Address={Redondo Beach, CA},
  year = 2001}

@InProceedings{ambite2001:afcea,
  author = 	 {Jose Luis Ambite and Yigal Arens and Eduard Hovy and Judith Klavans  and Andrew Philpot},
  title = 	 {Scalable Access and Integration of Statistical Data for Digital Government},
  booktitle = 	 {Proceedings of the Armed Forces Communications and Electronics Association {(AFCEA)} Federal Database Colloquium},
  year = 	 {2001},
  address = {San Diego, CA},
}

@article{article,
author = {Jose Luis Ambite and Craig Knoblock},
year = {2001},
month = aug,
pages = {},
title = {Reconciling Agent Models},
url = {https://www.researchgate.net/publication/2830594_Reconciling_Agent_Models}
}

@article{gillett2001appliances,
	author = {Gillett, Sharon Eisner and Lehr, William H. and Wroclawski, John T. and Clark, David D.},
	journal = {IEEE Communications Magazine},
	number = {10},
	pages = {46--51},
	publisher = {IEEE},
	title = {Do appliances threaten Internet innovation?},
	volume = {39},
	year = {2001}}

@misc{gillett2001taxonomy,
	author = {Gillett, Sharon E. and Lehr, William and Wroclawski, John T. and Clark, David D.},
	howpublished = {Available at SSRN 290003},
	month = {October},
	title = {A Taxonomy of Internet Appliances},
	url = {https://ssrn.com/abstract=290003},
	year = {2001},
	Bdsk-Url-1 = {https://ssrn.com/abstract=290003}}

@article{gillett2001disruptive,
	author = {Gillett, Sharon E. and Lehr, William H. and Wroclawski, John T. and Clark, David D.},
	journal = {BT Technology Journal},
	number = {4},
	pages = {40--45},
	publisher = {Kluwer Academic Publishers},
	title = {The Disruptive User - Internet Appliances and the Management of Complexity},
	volume = {19},
	year = {2001}}

@inproceedings{Suh2000a,
	author= {Suh, Jinwoo and Crago, Stephen P and Li, Changping and Parker, Robert},
	title= {Distributed Corner Turn on a PIM-Based Multiprocessor},
	booktitle= {Fourth Annual Workshop on High Performance Embedded Computing (HPEC)},
	locations= {Cambridge, Massachusetts},
	month= {September},
	year= {2000}
}

@inproceedings{Crago2000,
	author= {Crago, Stephen P. and Despain, Alvin M. and Gaudiot,  Jean-Luc and Makhija, Manil and Ro, Wonwoo and Srivastava, Apoorv},
	title= {A High-Performance, Hierarchical Decoupled Architecture},
	booktitle= {MEmory access DEcoupling for superscalar and multiple issue Architectures (MEDEA) Workshop},
	month= {October},
	year= {2000}
}

@inproceedings{Suh2000b,
	author= {Suh, Jinwoo and Kang, Dong-In and Crago, Stephen P},
	title= {A Communication Scheduling Algorithm for Multi-FPGA Systems},
	booktitle= {IEEE Symposium on Field Programmable Custom Computing Machines (FCCM) 2000},
	location= {Napa, California},
	month= {April},
	year= {2000}
}

@article{knoblock00:deb,
        Author = "Craig A. Knoblock and Kristina Lerman and Steven Minton and Ion Muslea",
        Title = "Accurately and Reliably Extracting Data from the Web: {A} Machine Learning Approach",
	urlPaper = "http://usc-isi-i2.github.io/papers/knoblock00-deb.pdf",
        journal = "IEEE Data Engineering Bulletin",
        Volume = 23,
        Number = 4, 
        Pages = "33-41",
        Month = "December",
        Year = "2000",
        urlPaper= "http://usc-isi-i2.github.io/papers/knoblock00-deb.pdf",
       	Keywords = {"Wrapper Learning"}}

@inproceedings{muslea00:crm,
   author  = "Ion Muslea and Steven Minton and Craig A. Knoblock",
   title   = "Selective sampling with co-testing",
   booktitle = "Proceedings of the CRM Workshop on Selecting and Combining Models with Machine Learning Algorithms",
   address = "Montreal, Canada",
   month = "April",
   year    = "2000",
   Keywords = {"Wrapper Learning","Active Learning"}
}

@inproceedings{muslea00:ecai,
   author  = "Ion Muslea and Steven Minton and Craig A. Knoblock",
   title   = "Selective Sampling With Naive Co-Testing: Preliminary Results",
   booktitle = "Proceedings of the ECAI-2000 Workshop On Machine Learning for Information Extraction",
   address = "Berlin, Germany",
   year    = "2000",
   urlPaper = "http://usc-isi-i2.github.io/papers/muslea00-ecai.pdf",
   Keywords = {"Wrapper Learning","Active Learning"}

}

@article{hsu00:tkde,
	author="Chun-Nan Hsu and Craig A. Knoblock",
	title="Semantic Query Optimization for Query Plans of Heterogeneous Multi-Database Systems",
	journal="IEEE Transactions on Knowledge and Data Engineering",
        volume = 12,
        number = 6,
        month = "November/December",
        pages = "959--978",
	year="2000",
	urlPaper = "http://usc-isi-i2.github.io/papers/hsu00-tkde.pdf",
       	Keywords = {"Semantic Query Optimization","Query Planning"}
}

@inproceedings{muslea00:aaai,
   author  = "Ion Muslea and Steven Minton and Craig A. Knoblock",
   title   = "Selective sampling with redundant views",
   booktitle = "Proceedings of the 17th National Conference on Artificial Intelligence",
   year    = "2000",
   urlPaper = "http://usc-isi-i2.github.io/papers/muslea00-aaai.pdf",
   Keywords = {"Wrapper Learning","Active Learning"}
}

@inproceedings{proc_fabbrizio:conversationalmultimedia:ieeeme00,
 address = {New York},
 author = {Fabbrizio, Giuseppe Di and Narayanan, Shrikanth S. and Ruscitti, P. and Kamm, Candace and Buntschuh, Bruce and Hubbell, James and Wright, Jeremy H. and Hamaker, J.},
 bib2html_rescat = {rats},
 booktitle = {Proceedings of the IEEE International Conference on Multimedia Expo (ICME)},
 doi = {10.1109/ICME.2000.871447},
 link = {http://sail.usc.edu/publications/files/difabbrizioicme2000.pdf},
 month = {Jul},
 pages = {1-4},
 title = {Unifying conversational multimedia interfaces for accessing network services across communication devices},
 volume = {22},
 year = {2000}
}

@inbook{Byrd2000Phrasalsignaturesinarticulation,
 address = {New York, NY},
 author = {Byrd, Dani and Kaun, Abigail and Narayanan, Shrikanth S. and Saltzman, Elliot},
 bib2html_rescat = {span},
 chapter = {5},
 editor = {Broe, Michael B. and Pierrehumbert, Janet B.},
 link = {http://sail.usc.edu/publications/files/byrdpapersinlaboratoryphonologyv2000.pdf},
 month = {Mar},
 pages = {70-87},
 publisher = {Cambridge University Press},
 title = {Phrasal signatures in articulation},
 year = {2000}
}

@inproceedings{proc_narayanan:multimodal:icslp00,
 address = {Beijing, China},
 author = {Narayanan, Shrikanth S. and Fabbrizio, Giuseppe Di and Kamm, Candace and Hubbell, James and Buntschuh, Bruce and Ruscitti, P. and Wright, Jeremy H.},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/narayananinterspeech2000.pdf},
 month = {Oct},
 pages = {636-639},
 title = {Effects of dialog initiative and multi-modal presentation strategies on large directory information access},
 year = {2000}
}

@inproceedings{proc_rose:speechreco:norsig00,
 address = {Kolmaarden, Sweden},
 author = {Rose, Richard and Gajic, Bojana and Narayanan, Shrikanth S. and Parthasarathy, S. and Rosenberg, Aaron},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of the IEEE Nordic Signal Processing Symposium (NORSIG)},
 month = {Jun},
 title = {Automatic speech recognition for mobile communication devices},
 year = {2000}
}

@inproceedings{proc_fabbriziowebmonitoringicslp00,
 address = {Beijing, China},
 author = {Fabbrizio, Giuseppe Di and Narayanan, Shrikanth S.},
 bib2html_rescat = {},
 booktitle = {Proceedings of InterSpeech},
 month = {Oct},
 pages = {1041-1044},
 title = {Web-based monitoring, logging and reporting tools for multiservice, multimodal systems},
 year = {2000}
}

@inproceedings{proc_levin:communicator:icslp00,
 address = {Beijing, China},
 author = {Levin, Esther and Narayanan, Shrikanth S. and Pieraccini, Roberto and Biatov, Konstantin and Bocchieri, E. and Fabbrizio, Giuseppe Di and Eckert, Wieland and Lee, Sungbok and Pokrovsky, A. and Rahim, Mazin and Ruscitti, P. and Walker, Marilyn},
 bib2html_rescat = {rats},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/levininterspeech2000.pdf},
 month = {Oct},
 pages = {122-125},
 title = {The AT\&T-DARPA communicator mixed-initiative spoken dialog system},
 year = {2000}
}

@inproceedings{proc_rahim:spokendialog:icslp00,
 address = {Beijing, China},
 author = {Rahim, Mazin and Pieraccini, Roberto and Eckert, Wieland and Levin, Esther and Fabbrizio, Giuseppe Di and Riccardi, Giuseppe and Kamm, Candace and Narayanan, Shrikanth S.},
 bib2html_rescat = {speechlinks},
 booktitle = {Proceedings of InterSpeech},
 link = {http://sail.usc.edu/publications/files/rahimicslp2000.pdf},
 month = {Oct},
 pages = {736-739},
 title = {A spoken dialog system for conference/workshop services},
 year = {2000}
}

@article{Narayanan2000Noisesourcemodelsfor,
 author = {Narayanan, Shrikanth S. and Alwan, Abeer},
 bib2html_rescat = {},
 doi = {10.1109/89.841215},
 journal = {IEEE Transactions on Speech and Audio Processing},
 link = {http://sail.usc.edu/publications/files/narayanansap2000.pdf},
 month = {Mar},
 number = {2},
 pages = {328-344},
 title = {Noise source models for fricative consonants},
 volume = {8},
 year = {2000}
}

@article{milutinovic2000genetic,
  title={Genetic search based on multiple mutations},
  author={Milutinovic, Veljko and Cvetkovic, Dragana and Mirkovic, Jelena},
  journal={Computer},
  volume={33},
  number={11},
  pages={118--119},
  year={2000},
  publisher={IEEE}
}

@InProceedings{ambite00:aips,
        Author="Jos\'{e} Luis Ambite and Craig A. Knoblock and Steven Minton",
        Title="Learning Plan Rewriting Rules",
        Booktitle="{P}roceedings of the Fifth International Conference
                  on Artificial Intelligence Planning and Scheduling",
        Address="Breckenridge, CO",
        Year=2000,
         urlPaper= "http://usc-isi-i2.github.io/papers/ambite00-aips.pdf",
       	Keywords = {"Planning by Rewriting","Planning"}}


	

@article{ambite00:aij,
  author =       {Jos\'{e} Luis Ambite and Craig A. Knoblock},
  title =        {Flexible and Scalable Cost-Based Query Planning in Mediators: {A} Transformational Approach},
  Journal =      {Artificial Intelligence Journal},
  volume= "118",
  number = "1-2",
  Pages= "115--161",
  month = "April",
  year = 2000,
  urlPaper = "http://usc-isi-i2.github.io/papers/ambite00-aij.pdf",
   Keywords = {"Information Mediators","Planning by Rewriting"}
}

@techreport{RFC2998,
	author = {Bernet, Yoram and Ford, Peter and Yavatkar, Raj and Baker, Fred and Zhang, Lixia and Speer, Michael and Braden, Robert and Davie, Bruce and Wroclawski, John and Felstaine, Eyal},
	howpublished = {Internet Requests for Comments},
	institution = {RFC Editor},
	issn = {2070-1721},
	month = {November},
	number = 2998,
	publisher = {RFC Editor},
	title = {A framework for integrated services operation over diffserv networks},
	type = {RFC},
	url = {https://www.rfc-editor.org/rfc/rfc2998.txt},
	year = {2000},
	Bdsk-Url-1 = {https://www.rfc-editor.org/rfc/rfc2998.txt}}

@techreport{RFC2815,
	author = {Seaman, Mick and Smith, Andrew and Crawley, Eric and Wroclawski, John},
	howpublished = {Internet Requests for Comments},
	institution = {RFC Editor},
	issn = {2070-1721},
	month = {May},
	number = 2815,
	publisher = {RFC Editor},
	title = {Integrated service mappings on IEEE 802 networks},
	type = {RFC},
	url = {https://www.rfc-editor.org/rfc/rfc2815.txt},
	year = {2000},
	Bdsk-Url-1 = {https://www.rfc-editor.org/rfc/rfc2815.txt}}

@techreport{RFC2746,
	author = {Andreas Terzis and John Krawczyk and John Wroclawski and Lixia Zhang},
	howpublished = {Internet Requests for Comments},
	institution = {RFC Editor},
	issn = {2070-1721},
	month = {January},
	number = {2746},
	publisher = {RFC Editor},
	title = {RSVP Operation Over IP Tunnels},
	type = {RFC},
	url = {https://www.rfc-editor.org/rfc/rfc2746.txt},
	year = {2000},
	Bdsk-Url-1 = {https://www.rfc-editor.org/rfc/rfc2746.txt}}

@inproceedings{katabi2000framework,
	author = {Katabi, Dina and Wroclawski, John},
	journal = {ACM SIGCOMM Computer Communication Review},
	number = {4},
	pages = {3--15},
	publisher = {ACM New York, NY, USA},
	title = {A Framework for Scalable Global IP-Anycast (GIA)},
	volume = {30},
	year = {2000}}