Active Learning with Multiple Views.
Muslea, I.
Ph.D. Thesis, Department of Computer Science, University of Southern California, 2002.
Link
Paper
link
bibtex
@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"}}
Coalition Agents Experiment: Multiagent Cooperation in International Coalitions.
Allsopp, D. N.; Beautement, P.; Kirton, M.; Bradshaw, J. M.; Suri, N.; Durfee, E. H.; Knoblock, C. A.; Tate, A.; and Thompson, C. W.
IEEE Intelligent Systems, 17(3): 26-35. May/June 2002.
link
bibtex
@article{allsopp02:ieee-is,
author = "David N. Allsopp and Patrick Beautement and Michael Kirton and Jeffrey M. Bradshaw and Niranjan Suri and Edmund H. Durfee and Craig A. Knoblock and Austin Tate and Craig W. Thompson",
title = "Coalition Agents Experiment: Multiagent Cooperation in International Coalitions",
year = "2002",
month = "May/June",
journal = "IEEE Intelligent Systems",
pages = "26-35",
volume = 17,
number = 3,
Keywords = {"Information Agents"}
}
Electric Elves: Agent Technology for Supporting Human Organizations.
Chalupsky, H.; Gil, Y.; Knoblock, C. A.; Lerman, K.; Oh, J.; Pynadath, D. V.; Russ, T.; and Tambe, M.
AI Magazine, 23(2): 11-24. Summer 2002.
Paper
link
bibtex
@article{chalupsky02:aimag,
author="Hans Chalupsky and Yolanda Gil and Craig A. Knoblock and Kristina Lerman and Jean Oh and David V. Pynadath and Thomas Russ and Milind Tambe",
title="Electric Elves: Agent Technology for Supporting Human Organizations",
journal="AI Magazine",
volume = 23,
number = 2,
month = "Summer",
pages = "11-24",
year=2002,
urlPaper= "http://usc-isi-i2.github.io/papers/chalupsky02-aimag.pdf",
Keywords = {"Information Agents"}}
Learning Domain-Independent String Transformation Weights for High Accuracy Object Identification.
Tejada, S.; Knoblock, C. A.; and Minton, S.
In
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2002), Edmonton, Alberta, Canada, 2002.
Paper
link
bibtex
1 download
@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"}}
Getting from Here to There: Interactive Planning and Agent Execution for Optimizing Travel.
Ambite, J. L.; Barish, G.; Knoblock, C. A.; Muslea, M.; Oh, J.; and Minton, S.
In
Proceedings of the Fourteenth Conference on Innovative Applications of Artificial Intelligence (IAAI-2002), pages 862–869, AAAI Press, Menlo Park, CA, 2002.
Paper
link
bibtex
@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"}
}
Coalition Agents Experiment: Multi-Agent Co-operation in an International Coalition Setting.
Allsopp, D. N.; Beautement, P.; Bradshaw, J. M.; Durfee, E. H.; Kirton, M.; Knoblock, C. A.; Suri, N.; Tate, A.; and Thompson, C. W.
In
Proceedings of the Second International Conference on Knowledge Systems for Coalition Operations (KSCO-2002), Toulouse, France, April 2002.
link
bibtex
@inproceedings{allsopp02:ksco,
Author="David N. Allsopp and Patrick Beautement and Jeffrey M. Bradshaw and Edmund H. Durfee and Michael Kirton and Craig A. Knoblock and Niranjan Suri and Austin Tate and Craig W. Thompson",
Title="Coalition Agents Experiment: Multi-Agent Co-operation in an International Coalition Setting",
Booktitle="Proceedings of the Second International Conference on Knowledge Systems for Coalition Operations (KSCO-2002)",
Address="Toulouse, France",
Month="April",
Year="2002",
Keywords = {"Information Agents"}}
Active + semi-supervised learning = robust multi-view learning.
Muslea, I.; Minton, S.; and Knoblock, C. A.
In
Proceedings of the 19th International Conference on Machine Learning (ICML-2002), pages 435–442, Sydney, Australia, 2002.
Paper
link
bibtex
@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"}
}
Adaptive View Validation: A First Step Towards Automatic View Detection.
Muslea, I.; Minton, S.; and Knoblock, C. A.
In
Proceedings of the 19th International Conference on Machine Learning (ICML-2002), pages 443–450, Sydney, Australia, 2002.
Paper
link
bibtex
@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"}
}
Adaptive View Validation: A Case study on Wrapper Induction and Text Classification.
Muslea, I.; Minton, S.; and Knoblock, C. A.
In
Proceedings of the AAAI-2002 Workshop on Intelligent Services Integration, Edmonton, Alberta, Canada, 2002.
link
bibtex
@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"}
}
Dynamically Composing Web Services from On-line Sources.
Thakkar, S.; Knoblock, C. A.; Ambite, J. L.; and Shahabi, C.
In
Proceeding of AAAI-2002 Workshop on Intelligent Service Integration, pages 1–7, Edmonton, Alberta, Canada, July 2002.
Paper
link
bibtex
@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"}
}
Learning efficient value predictors for speculative plan execution.
Barish, G.; and Knoblock, C. A.
In
Proceedings of the Fifth International Workshop on the World Wide Web and Databases (WebDB 2002), pages 77–82, Madison, WI, 2002.
Paper
link
bibtex
@inproceedings{barish02:webdb,
author = "Greg Barish and Craig A. Knoblock",
title = "Learning efficient value predictors for speculative plan execution",
booktitle = "Proceedings of the Fifth International Workshop on the World Wide Web and Databases ({WebDB 2002})",
address = "Madison, WI",
pages = "77--82",
year = "2002",
urlPaper= "http://usc-isi-i2.github.io/papers/barish02-webdb.pdf",
Keywords = {"Dataflow Execution","Information Gathering"}
}