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PAGES = {19--28}
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AUTHOR = {Arindam Banerjee},
TITLE = {Large Scale Clustering of Sequential Patterns},
NOTE = {Doctoral Dissertation Proposal, University of Texas at Austin},
YEAR = {2001}
}
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BOOKTITLE = {Proceedings of the SIAM International Conference on Data Mining},
PAGES = {333-349},
YEAR = {2002}
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S. Dhillon and Joydeep Ghosh},
TITLE = {Clustering with {B}regman Divergences},
BOOKTITLE = {Proceedings of the 2004 {SIAM} International Conference on Data Mining (SDM-04)},
YEAR = {2004},
ADDRESS = {Lake Buena Vista, FL}
}
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INSTITUTION = {Department of Computer Sciences, University of Texas at Austin},
YEAR = {2003},
NUMBER = {TR-03-07}
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YEAR = {2001}
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MONTH = APR,
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NOTE = {to appear}
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KEY = {DiscoTEX, KDD, IE},
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@ARTICLE{bilenko:ieeeis03,
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AUTHOR = {Mikhail Bilenko and Raymond J. Mooney},
TITLE = {Employing Trainable String Similarity Metrics for Information Integration},
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MONTH = AUG,
YEAR = {2003},
ADDRESS = {Acapulco, Mexico}
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@INPROCEEDINGS{bilenko:kdd03,
AUTHOR = {Mikhail Bilenko and Raymond J. Mooney},
TITLE = {Adaptive Duplicate Detection Using Learnable String
Similarity Measures},
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Conference on Knowledge Discovery and Data Mining
(KDD-2003)},
PAGES = {39--48},
MONTH = AUG,
YEAR = {2003},
ADDRESS = {Washington, DC}
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@INPROCEEDINGS{bilenko:kdd03-wkshp,
AUTHOR = {Mikhail Bilenko and Raymond J. Mooney},
TITLE = {On Evaluation and Training-Set Construction for Duplicate Detection},
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PAGES = {7--12},
MONTH = AUG,
YEAR = {2003},
ADDRESS = {Washington, DC}
}
@UNPUBLISHED{bilenko:proposal03,
AUTHOR = {Mikhail Bilenko},
TITLE = {Learnable Similarity Functions and Their Applications to Record Linkage and Clustering},
NOTE = {Doctoral Dissertation Proposal, University of Texas at Austin},
YEAR = {2003}
}
@UNPUBLISHED{bilenko:submitted04,
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TITLE = {Integrating Constraints and Metric Learning in Semi-Supervised Clustering},
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YEAR = 2004
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MONTH = FEB,
YEAR = {2002},
NUMBER = {AI 02-296},
INSTITUTION = {Artificial Intelligence Laboratory, University of
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ADDRESS = {Austin, TX}
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ADDRESS = {Seattle, WA}
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KEY = {recommender systems, LSI, collaborative filtering}
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KEY = {compbio, IE}
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PAGES = {1--13}
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YEAR = {1994},
KEY = {nla psych}
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KEY = {nla psych}
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INSTITUTION = {Microsoft Research},
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NUMBER = {MSR-TR-98-35}
}
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NOTE = {Lecture Notes in Computer Science, Vol. 1590}
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JOURNAL = {Artificial Intelligence in Medicine},
YEAR = {submitted 2002},
KEY = {}
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@ARTICLE{bunescu:aimed04,
TITLE = {Comparative Experiments on Learning Information Extractors for Proteins and their Interactions},
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Arun Kumar Ramani and Yuk Wah Wong},
JOURNAL = {Special Issue in the Journal Artificial Intelligence in Medicine on
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YEAR = {2004},
NOTE = {To appear}
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Computational Treatment of Anaphora},
PAGES = {47--52},
ADDRESS = {Budapest, Hungary},
YEAR = 2003
}
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AUTHOR = {R. Bunescu and R. Ge and R. J. Kate and E. M. Marcotte and R. J. Mooney and A. K. Ramani and Y. W. Wong},
TITLE = {Learning to Extract Proteins and their Interactions from {Medline} Abstracts},
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PAGES = {46--53},
MONTH = AUG,
YEAR = {2003},
ADDRESS = {Washington, DC}
}
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VOLUME = {5},
NUMBER = {6},
PAGES = {603--643},
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VOLUME = {2},
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VOLUME = {8},
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KEY = {ID3}
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YEAR = {1991}
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@INPROCEEDINGS{burke:fs-knr95,
AUTHOR = {Robin D. Burke and Krisitan Hammond and Julia
Kozlovsky},
TITLE = {Knowledge-Based Information Retrieval from
Semi-Structured Text},
BOOKTITLE = {Papers from the AAAI Fall Symposium on AI
Applications in Knowledge Navigation \& Retrieval},
YEAR = {1995},
PAGES = {15--19},
PUBLISHER = {AAAI Press}
}
@ARTICLE{burnell:cacm95,
AUTHOR = {Lisa Burnell and Eric Horovitz},
TITLE = {Structure and Chance: Melding Logic and Probability
for Software Debugging},
JOURNAL = {Communications of the Association for Computing
Machinery},
YEAR = {1995},
VOLUME = {38},
NUMBER = {3},
PAGES = {31--41},
MONTH = MAR,
ANNOTE = {}
}
@INCOLLECTION{burton:bkchapter82,
AUTHOR = {Richard R. Burton},
TITLE = {Diagnosing bugs in a simple procedural skill},
BOOKTITLE = {Intelligent Tutoring Systems},
EDITOR = {Derek H. Sleeman and J. S. Brown},
PUBLISHER = {Academic Press},
CHAPTER = {8},
ADDRESS = {London},
YEAR = {1982},
KEY = {learning models}
}
@INPROCEEDINGS{bylander:kr89,
AUTHOR = {Tom Bylander and Dean Allemang and Michael C. Tanner
and John R. Josephson},
TITLE = {Some Results Concerning the Computational Complexity
of Abduction},
BOOKTITLE = {Proceedings of the First International Conference on
Principles of Knowledge Representation and Reasoning},
YEAR = {1989},
PAGES = {44--54},
ADDRESS = {Toronto, Ontario, Canada}
}
@ARTICLE{byrd:compling87,
TITLE = {Tools and methods for computational lexicology},
AUTHOR = {R. Byrd and N. Calzolari and M. Chodorow and J.
Klavans and M. Neff and O. Risk},
JOURNAL = {Computational Linguistics},
VOLUME = {13},
NUMBER = {3},
PAGES = {219--240},
YEAR = {1987}
}
@INPROCEEDINGS{cain:aaai-abduction91,
TITLE = {Constraining Abduction in Integrated Learning},
AUTHOR = {Timothy Cain},
BOOKTITLE = {Ninth National Conference on Artificial Intelligence
Workshop, Towards Domain-Independent Strategies for
Abduction},
PAGES = {14--17},
MONTH = JUL,
YEAR = {1991},
ADDRESS = {Anaheim, CA},
KEY = {abduction}
}
@INPROCEEDINGS{cain:ml91,
TITLE = {The {DUCTOR}: {A} Theory Revision System for
Propositional Domains},
AUTHOR = {Timothy Cain},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Machine Learning},
PAGES = {485--489},
MONTH = JUN,
ADDRESS = {Evanston, IL},
YEAR = {1991},
KEY = {}
}
@INPROCEEDINGS{califf:aaai99,
TITLE = {Relational Learning of Pattern-Match Rules for
Information Extraction},
AUTHOR = {Mary Elaine Califf and Raymond J. Mooney},
BOOKTITLE = {Proceedings of the Sixteenth National Conference on
Artificial Intelligence (AAAI-99)},
ADDRESS = {Orlando, FL},
MONTH = JUL,
PAGES = {328--334},
KEY = {RAPIER},
YEAR = {1999}
}
@INPROCEEDINGS{califf:aclwkshp97,
AUTHOR = {Mary Elaine Califf and Raymond J. Mooney},
TITLE = {Relational Learning of Pattern-Match Rules for
Information Extraction},
BOOKTITLE = {Proceedings of the ACL Workshop on Natural Language
Learning},
YEAR = {1997},
PAGES = {9--15},
ADDRESS = {Madrid, Spain},
MONTH = JUL
}
@ARTICLE{califf:jmlr03,
TITLE = {Bottom-Up Relational Learning of Pattern Matching Rules for Information Extraction},
AUTHOR = {M. E. Califf and R. J. Mooney},
JOURNAL = {Journal of Machine Learning Research},
VOLUME = 4,
PAGES = {177--210},
YEAR = 2003,
KEY = {Rapier}
}
@PROCEEDINGS{califf:ml-ie-wkshp99,
TITLE = {Papers from the AAAI-1999 Workshop on Machine Learning for Information Extraction},
EDITOR = {Mary Elaine Califf},
YEAR = {1999},
PUBLISHER = {AAAI Press},
ADDRESS = {Orlando, FL}
}
@ARTICLE{califf:ngc98,
AUTHOR = {Mary Elaine Califf and Raymond J. Mooney},
TITLE = {Advantages of Decision Lists and Implicit Negatives in
Inductive Logic Programming},
JOURNAL = {New Generation Computing},
YEAR = {1998},
VOLUME = {16},
NUMBER = {3},
PAGES = {263--281}
}
@UNPUBLISHED{califf:paper94,
AUTHOR = {Mary Elaine Califf},
TITLE = {Learning the Past Tense of {English} Verbs: An
Inductive Logic Programming Approach},
NOTE = {Unpublished project report},
YEAR = {1994}
}
@PHDTHESIS{califf:thesis98,
TITLE = {Relational Learning Techniques for Natural Language
Information Extraction},
AUTHOR = {Mary Elaine Califf},
NUMBER = {Ph.D. Thesis},
SCHOOL = {Department of Computer Sciences, University of Texas},
ADDRESS = {Austin, TX},
YEAR = {1998},
MONTH = AUG,
NOTE = {Also appears as Artificial Intelligence Laboratory
Technical Report AI 98-276},
KEY = {RAPIER}
}
@INPROCEEDINGS{cameron-jones:ijcai93,
TITLE = {Avoiding Pitfalls when Learning Recursive Theories},
AUTHOR = {R. Mike Cameron-Jones and J. Ross Quinlan},
BOOKTITLE = {Proceedings of the Thirteenth International Joint
Conference on Artificial Intelligence (IJCAI-93)},
MONTH = AUG,
YEAR = {1993},
PAGES = {1050--1055},
ADDRESS = {Chambery, France},
KEY = {FOIL ILP}
}
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AUTHOR = {Sandra Carberry},
TITLE = {Incorporating Default Inferences into Plan
Recognition},
BOOKTITLE = {Proceedings of the Eighth National Conference on
Artificial Intelligence (AAAI-90)},
YEAR = {1990},
PAGES = {471--478},
ADDRESS = {Boston, MA}
}
@BOOK{carberry:book90,
AUTHOR = {Sandra Carberry},
TITLE = {Plan recognition in natural language dialogue},
PUBLISHER = {MIT Press},
YEAR = {1990},
ADDRESS = {Cambridge, MA},
KEY = {Math-cs q335.c28}
}
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NUMBER = {BBN Report No. 1971},
TITLE = {Mixed-initiative man-computer instructional
dialogues},
AUTHOR = {Jamie R. Carbonell},
INSTITUTION = {Bolt Beranek and Newman, Inc.},
ADDRESS = {Cambridge, MA},
YEAR = {1970},
KEY = {pro student modeling}
}
@TECHREPORT{carbonell:tr92,
AUTHOR = {Jamie R. Carbonell and {et al.}},
NUMBER = {CMU-CS-92-150},
TITLE = {{PRODIGY4.0}: The Manual and Tutorial},
INSTITUTION = {School of Computer Science, Carnegie Mellon
University},
ADDRESS = {Pittsburg, PA},
YEAR = {1992},
KEY = {}
}
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TITLE = {Learning to Disambiguate Relative Pronouns},
AUTHOR = {Claire Cardie},
BOOKTITLE = {Proceedings of the Tenth National Conference on
Artificial Intelligence (AAAI-92)},
PAGES = {38--43},
MONTH = JUL,
YEAR = {1992},
ADDRESS = {San Jose, CA},
KEY = {}
}
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TITLE = {A case-based apprach to knowledge acquisition for
domain-specific sentence analysis},
AUTHOR = {Claire Cardie},
BOOKTITLE = {Proceedings of the Eleventh National Conference on
Artificial Intelligence (AAAI-93)},
ADDRESS = {Washington, D.C.},
YEAR = {1993},
PAGES = {798--803}
}
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AUTHOR = {Claire Cardie and David Pierce},
TITLE = {Error-Driven Pruning of Treebank Grammars for Noun
Phrase Identification},
BOOKTITLE = {Proceedings of the 36th Annual Meeting of the
Association for Computational Linguistics and COLING-98
(ACL/COLING-98)},
YEAR = {1998},
PAGES = {218--224},
ADDRESS = {Montreal, Quebec}
}
@ARTICLE{cardie:aimag97,
AUTHOR = {Claire Cardie},
TITLE = {Empirical Methods in Information Extraction},
JOURNAL = {AI Magazine},
YEAR = {1997},
VOLUME = {18},
NUMBER = {4},
PAGES = {65--79}
}
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AUTHOR = {Claire Cardie},
TITLE = {Automating Feature Set Selection for Case-Based
Learning of Linguistic Knowledge},
BOOKTITLE = {Proceedings of the Conference on Empirical Methods in
Natural Language Processing (EMNLP-96)},
YEAR = {1996},
PAGES = {113--126}
}
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TITLE = {Using Decision Trees to Improve Case-Based Learning},
AUTHOR = {Claire Cardie},
BOOKTITLE = {Proceedings of the Tenth International Conference on
Machine Learning (ICML-93)},
YEAR = {1993},
PAGES = {25--32},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Mateo, California}
}
@ARTICLE{cardie:mlj99,
AUTHOR = {Claire Cardie and Raymond J. Mooney},
YEAR = {1999},
TITLE = {Machine Learning and Natural Language ({I}ntroduction
to Special Issue on Natural Language Learning)},
JOURNAL = {Machine Learning},
VOLUME = {34},
PAGES = {5--9},
KEY = {NLL}
}
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NUMBER = {A. I. Memo 406},
TITLE = {Overlays: a theory of modeling for computer-aided
instruction},
AUTHOR = {Brian Carr and Ira P. Goldstein},
INSTITUTION = {MIT},
ADDRESS = {Cambridge, MA},
YEAR = {1977},
KEY = {overlay}
}
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TITLE = {Segmenting speech without a lexicon: Evidence for a
bootstrapping model of lexical acquisition},
AUTHOR = {Timothy A. Cartwright and Michael R. Brent},
BOOKTITLE = {Proceedings of the Sixteenth Annual Conference of the
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ADDRESS = {Hillsdale, NJ},
YEAR = {1994}
}
@ARTICLE{caruana:mlj97,
AUTHOR = {Rich Caruana},
YEAR = {1997},
TITLE = {Multitask Learning},
JOURNAL = {Machine Learning},
VOLUME = {28},
PAGES = {41--75},
KEY = {}
}
@PHDTHESIS{catino:thesis93,
AUTHOR = {Catherine A. Catino},
TITLE = {Automated Modeling of Chemical Plants with Application
to Hazard and Operability Studies},
SCHOOL = {Department of Chemical Engineering, University of
Pennsylvania},
YEAR = {1993}
}
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TITLE = {Deriving Translation Data from Bilingual Texts},
AUTHOR = {R. Catizone and G. Russell and S. Warwick},
BOOKTITLE = {Proceedings of the First International Lexical
Acquisition Workshop},
YEAR = {1993},
PLACE = {Detroit, MI}
}
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TITLE = {Megainduction: {A} Test Flight},
AUTHOR = {Jason Catlett},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Machine Learning},
MONTH = JUN,
YEAR = {1990},
ADDRESS = {Evanston, IL},
PAGES = {596--599}
}
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AUTHOR = {Gert Cauwenberghs and Tomaso Poggio},
TITLE = {Incremental and Decremental Support Vector Machine
Learning},
BOOKTITLE = {Proceedings of the Conference on Neural Information Processing Systems},
PAGES = {409-415},
URL = {http://www.informatik.uni-trier.de/~ley/db/conf/nips/nips2000.html#CauwenberghsP00},
YEAR = 2000
}
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EDITOR = {Ivan Bratko and Nada Lavrac},
BOOKTITLE = {{Progress in machine learning}},
TITLE = {{ASSISTANT} 86: {A} Knowledge Elicitation Tool for
Sophisticated Uses.},
AUTHOR = {B. Cestnik and I. Kononenko and I. Bratko},
ADDRESS = {Wilmslow},
PUBLISHER = {Sigma Press},
YEAR = {1987}
}
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AUTHOR = {Bojan Cestnik},
TITLE = {Estimating probabilities: {A} crucial task in machine
learning},
BOOKTITLE = {Proceedings of the Ninth European Conference on
Artificial Intelligence},
PAGES = {147--149},
YEAR = {1990},
ADDRESS = {Stockholm, Sweden},
ANNOTE = {}
}
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TITLE = {Two Dimensional Generalization in Information
Extraction},
AUTHOR = {Joyce Yue Chai and Alan W. Biermann and Curry I.
Guinn},
BOOKTITLE = {Proceedings of the Sixteenth National Conference on
Artificial Intelligence (AAAI-99)},
ADDRESS = {Orlando, FL},
MONTH = JUL,
PAGES = {431--438},
KEY = {TIMES},
YEAR = {1999}
}
@ARTICLE{chai:aimag02,
TITLE = {Natural Language Assistant: A Dialog System for Online Product Recommendation},
AUTHOR = {Joyce Yue Chai and Veronika Horvath and Nicolas Nicolov and Margo Stys and Nanda Kambhatla and Wlodek Zadrozny and Prem Melville},
JOURNAL = {AI Magazine},
YEAR = 2002,
VOLUME = 23,
NUMBER = 2,
PAGES = {63-76}
}
@BOOK{chakrabarti:book02,
AUTHOR = {Soumen Chakrabarti},
TITLE = {Mining the {W}eb: {A}nalysis of Hypertext and Semi Structured Data},
PUBLISHER = {Morgan Kaufmann},
MONTH = AUG,
YEAR = {2002},
ADDRESS = {San Francisco, CA}
}
@BOOK{chakrabarti:book03,
AUTHOR = {Soumen Chakrabarti},
TITLE = {Mining the Web},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Francisco, CA},
YEAR = {2003}
}
@BOOK{chang:book73,
TITLE = {Symbolic Logic and Mechanical Theorem Proving},
AUTHOR = {C. L. Chang and R. C. Lee},
PUBLISHER = {Academic Press},
ADDRESS = {Bethesda, MD},
YEAR = {1973},
KEY = {logic}
}
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AUTHOR = {Eugene Charniak},
TITLE = {A Neat Theory of Marker Passing},
BOOKTITLE = {Proceedings of the Fifth National Conference on
Artificial Intelligence (AAAI-86)},
YEAR = {1986},
PAGES = {584--588},
ADDRESS = {Philadelphia, PA}
}
@INPROCEEDINGS{charniak:aaai90,
AUTHOR = {Eugene Charniak and Solomon E. Shimony},
TITLE = {Probabilistic Semantics for Cost Based Abduction},
BOOKTITLE = {Proceedings of the Eighth National Conference on
Artificial Intelligence (AAAI-90)},
YEAR = {1990},
PAGES = {106--111},
ADDRESS = {Boston, MA}
}
@INPROCEEDINGS{charniak:aaai91,
AUTHOR = {Eugene Charniak and Robert Goldman},
TITLE = {A Probabilistic Model of Plan Recognition},
BOOKTITLE = {Proceedings of the Ninth National Conference on
Artificial Intelligence (AAAI-91)},
YEAR = {1991},
PAGES = {160--165},
ADDRESS = {Anaheim, CA}
}
@INPROCEEDINGS{charniak:aaai93,
TITLE = {Equations for Part-of-Speech Tagging},
AUTHOR = {Eugene Charniak and Curtis Hendrickson and Neil
Jacobson and Mike Perkowitz},
BOOKTITLE = {Proceedings of the Eleventh National Conference on
Artificial Intelligence (AAAI-93)},
PAGES = {784--789},
ADDRESS = {Washington, D.C.},
YEAR = {1993},
KEY = {}
}
@INPROCEEDINGS{charniak:aaai94,
TITLE = {Context-Sensitive Statistics for Improved Grammatical
Language Models},
AUTHOR = {Eugene Charniak and Glenn Carroll},
BOOKTITLE = {Proceedings of the Twelfth National Conference on
Artificial Intelligence (AAAI-94)},
ADDRESS = {Seattle, WA},
MONTH = AUG,
PAGE = {676--681},
KEY = {},
YEAR = {1994}
}
@INPROCEEDINGS{charniak:aaai96,
TITLE = {Tree-Bank Grammars},
AUTHOR = {Eugene Charniak},
BOOKTITLE = {Proceedings of the Thirteenth National Conference on
Artificial Intelligence (AAAI-96)},
ADDRESS = {Portland, OR},
MONTH = AUG,
PAGES = {1031--1036},
KEY = {PCFG empirical NLP},
YEAR = {1996}
}
@ARTICLE{charniak:ai88,
AUTHOR = {Eugene Charniak},
TITLE = {Motivation Analysis, Abductive Unification, and
Nonmonotonic Equality},
JOURNAL = {Artificial Intelligence},
YEAR = {1988},
VOLUME = {34},
PAGES = {275--295}
}
@ARTICLE{charniak:ai93,
AUTHOR = {Eugene Charniak and Robert P. Goldman},
TITLE = {A {Bayesian} model of Plan Recognition},
JOURNAL = {Artificial Intelligence},
YEAR = {1993},
VOLUME = {64},
PAGES = {53--79}
}
@ARTICLE{charniak:aimag91,
AUTHOR = {Eugene Charniak},
TITLE = {Bayesian Networks Without Tears},
JOURNAL = {AI Magazine},
YEAR = {1991},
VOLUME = {12},
NUMBER = {4},
PAGES = {50--63}
}
@ARTICLE{charniak:aimag97,
AUTHOR = {Eugene Charniak},
TITLE = {Statistical Techniques for Natural Language Parsing},
JOURNAL = {AI Magazine},
YEAR = {1997},
VOLUME = {18},
NUMBER = {4},
PAGES = {33--43}
}
@INPROCEEDINGS{charniak:anlp-naacl00,
AUTHOR = {Eugene Charniak and Yasemin Altun and Rodrigo de Salvo
Braz and Benjamin Garrett and Margaret Kosmala and
Tomer Moscovich and Lixin Pang and Changhee Pyo and Ye
Sun and Wei Wy and Zhongfa Yang and Shawn Zeller and
Lisa Zorn},
TITLE = {Reading Comprehension Programs in a
Statistical-Language-Processing Class},
BOOKTITLE = {Proceedings of ANLP-NAACL Workshop on Reading
Comprehension Tests as Evaluation for Computer-Based
Lanugage Understanding Systems},
PAGES = {1--5},
YEAR = {2000},
ADDRESS = {Seattle, WA}
}
@BOOK{charniak:book76,
EDITOR = {Eugene Charniak and Yorick Wilks},
TITLE = {Computational Semantics},
PUBLISHER = {North-Holland},
ADDRESS = {Amsterdam},
YEAR = {1976}
}
@BOOK{charniak:book85,
TITLE = {Introduction to {AI}},
AUTHOR = {Eugene Charniak and Drew McDermott},
PUBLISHER = {Addison-Wesley},
ADDRESS = {Reading, MA},
YEAR = {1985},
KEY = {intro}
}
@BOOK{charniak:book87,
TITLE = {Artificial Intelligence Programming (2nd Ed)},
AUTHOR = {Eugene Charniak and Christopher Riesbeck and Drew
McDermott and James Meehan},
PUBLISHER = {Lawrence Erlbaum and Associates},
ADDRESS = {Hillsdale, NJ},
YEAR = {1987},
KEY = {AIP}
}
@BOOK{charniak:book93,
TITLE = {Statistical Language Learning},
AUTHOR = {Eugene Charniak},
PUBLISHER = {MIT Press},
YEAR = {1993},
KEY = {}
}
@ARTICLE{charniak:ci87,
AUTHOR = {Eugene Charniak},
TITLE = {Logic and Explanation},
JOURNAL = {Computational Intelligence},
YEAR = {1987},
VOLUME = {3},
PAGES = {172--174}
}
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AUTHOR = {Eugene Charniak and Robert P. Goldman},
TITLE = {A Semantics for Probabilistic Quantifier-Free
First-Order Languages, with Particular Application to
Story Understanding},
BOOKTITLE = {Proceedings of the Eleventh International Joint
Conference on Artificial Intelligence (IJCAI-89)},
YEAR = {1989},
ADDRESS = {Detroit, MI}
}
@INPROCEEDINGS{charniak:naacl00,
TITLE = {A Maximum-Entropy-Inspired Parser},
AUTHOR = {E. Charniak},
BOOKTITLE = {Proceedings of the Meeting of the North American
Association for Computational Linguistics},
PAGES = {},
YEAR = {2000}
}
@INPROCEEDINGS{charniak:tinlp78,
AUTHOR = {Eugene Charniak},
TITLE = {With a Spoon in Hand this Must be the Eating Frame},
BOOKTITLE = {Theoretical Issues in Natural Language Processing 2},
YEAR = {1978},
PAGES = {187--193},
ADDRESS = {Urbana, IL}
}
@TECHREPORT{charniak:tr72,
TITLE = {Toward a Model of Children's Story Comprehension},
AUTHOR = {Eugene Charniak},
INSTITUTION = {Artificial Intelligence Laboratory, Massachusetts
Institute of Technology},
NUMBER = {TR266},
YEAR = {1972}
}
@MISC{charras:tr98,
TITLE = {Sequence comparison {\footnotesize
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AUTHOR = {Christian Charras and Thierry Lecroq},
YEAR = 1998,
HOWPUBLISHED = {Laboratoire d'Informatique de Rouen et Atelier
Biologie Informatique Statistique
Socio-Linguistique, Universit'e de Rouen, France},
KEY = {String comparison}
}
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TITLE = {Approximating Learned Search Control Knowledge},
AUTHOR = {M. Chase and M. Zweben and R. Piazza and J. Burger and
P. Maglio and H. Hirsh},
BOOKTITLE = {Proceedings of the Sixth International Workshop on
Machine Learning},
PAGES = {40--42},
MONTH = JUN,
YEAR = {1989},
ADDRESS = {Ithaca, NY},
KEY = {ebg}
}
@BOOK{chauvin:book95,
TITLE = {Backpropagation: Theory Architectures, and
Applications},
EDITOR = {Yves Chauvin and David E. Rumelhart},
PUBLISHER = {Lawrence Erlbaum and Associates},
ADDRESS = {Hillsdale, NJ},
YEAR = {1995},
KEY = {backprop}
}
@INCOLLECTION{chauvin:nips89,
EDITOR = {David S. Touretzky},
BOOKTITLE = {{Advances in Neural Information Processing Systems
1}},
ANNOTE = {[Collected papers of the {IEEE} Conference on Neural
Information Processing Systems - Natural and Synthetic,
Denver, Nov. 28-Dec. 1, 1988]},
TITLE = {A back-propagation algorithm with optimal use of
hidden units},
AUTHOR = {Yves Chauvin},
ADDRESS = {San Mateo, CA},
PUBLISHER = {Morgan Kaufmann},
PAGES = {519--526},
YEAR = {1989}
}
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TITLE = {Bayesian Classification},
AUTHOR = {P. Cheeseman and M. Self and J. Kelly and W. Taylor
and D. Freeman and J. Stutz},
BOOKTITLE = {Proceedings of the Seventh National Conference on
Artificial Intelligence (AAAI-88)},
PAGES = {607--617},
YEAR = {1988},
ADDRESS = {St. Paul, MN},
KEY = {}
}
@ARTICLE{cheng:jpsp90,
AUTHOR = {Patricia W. Cheng and Laura R. Novick},
TITLE = {A probabilistic contrast model of causal induction},
JOURNAL = {Journal of Personality and Social Psychology},
YEAR = {1990},
VOLUME = {58},
PAGES = {545--567}
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JOURNAL = {Psychological Review},
YEAR = {1992},
VOLUME = {99},
PAGES = {365--382}
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@MISC{cheng:tr91a,
AUTHOR = {Shan-Hwei Nienhuys-Cheng},
TITLE = {Flattening, Generalizations of Clauses and Absorption Algorithms},
YEAR = 1991,
URL = {citeseer.nj.nec.com/294304.html}
}
@MISC{cheng:tr91b,
AUTHOR = {Shan-Hwei Nienhuys-Cheng},
TITLE = {Term Partitions and Minimal Generalizations of Clauses},
YEAR = 1991,
URL = {citeseer.nj.nec.com/291869.html}
}
@INPROCEEDINGS{chennubhotla:iccv01,
AUTHOR = {Chakra Chennubhotla and Allan Jepson},
TITLE = {Sparse {PCA}: Extracting Multi-scale Structure from
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Computer Vision (ICCV)},
ADDRESS = {Vancouver, Canada},
MONTH = {July},
YEAR = 2001,
PAGES = {641--647}
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@BOOK{cheong:book96,
TITLE = {Internet Agents: Spiders, Wanderers, Brokers, and
Bots},
AUTHOR = {Fah-Chun Cheong},
PUBLISHER = {New Riders},
YEAR = {1996},
ADDRESS = {Indianapolis, IN},
KEY = {IR}
}
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TITLE = {Proceedings of the Fifth International Workshop on
Web Information and Data Management(WIDM-2003)},
EDITOR = {Roger Chiang and Alberto Laender and Ee-Peng Lim},
ADDRESS = {New Orleans, LA},
PUBLISHER = {ACM},
MONTH = NOV,
YEAR = {2003}
}
@INPROCEEDINGS{chien:aaai96,
TITLE = {Hierarchical Task Network and Operator-Based Planning:
Competing or Complementary?},
AUTHOR = {Steve Chien and Tara Estlin and XueMei Wang},
BOOKTITLE = {Proceedings of the Thirteenth National Conference on
Artificial Intelligence (AAAI-96)},
MONTH = {},
YEAR = {1996},
ADDRESS = {},
KEY = {DPLAN}
}
@INPROCEEDINGS{chien:aips94,
TITLE = {Incremental Reasoning in Explanation-Based Learning of
Plans},
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AI Planning Systems},
MONTH = JUN,
YEAR = {1994},
ADDRESS = {Chicago},
KEY = {}
}
@INCOLLECTION{chien:bkchapter96,
TITLE = {Why Real-World Planning is Difficult: {A} Tale of Two
Applications},
AUTHOR = {Steve Chien and Randall Hill and XueMei Wang and Tara
Estlin and Kristina Fayyad and Helen Mortensen},
BOOKTITLE = {New Directions in AI Planning},
EDITOR = {M. Ghallab and A. Milani},
PUBLISHER = {IOS Press},
ADDRESS = {Amsterdam},
PAGES = {287--298},
YEAR = {1996},
KEY = {}
}
@INPROCEEDINGS{chien:ijcai89,
TITLE = {Using and Refining Simplifications: Explanation-Based
Learning of Plans in Intractable Domains},
AUTHOR = {Steve Chien},
BOOKTITLE = {Proceedings of the Eleventh International Joint
Conference on Artificial Intelligence (IJCAI-89)},
PAGES = {590--595},
MONTH = AUG,
YEAR = {1989},
ADDRESS = {Detroit, MI},
KEY = {ebl intractible}
}
@INPROCEEDINGS{chien:sopl94,
AUTHOR = {Steve Chien},
TITLE = {Towards an Intelligent Planning Knowledge Base
Development Environment},
BOOKTITLE = {AAAI-94 Fall Symposium on Planning and Learning},
YEAR = {1994},
MONTH = OCT,
ADDRESS = {New Orleans, LA},
PAGES = {23--27}
}
@TECHREPORT{chien:tr96,
TITLE = {Hierarchical Task Network and Operator-Based Planning:
Competing or Complementary?},
AUTHOR = {Steve Chien and Tara Estlin and XueMei Wang},
INSTITUTION = {NASA Jet Propulsion Laboratory},
NUMBER = {D-13390},
YEAR = {1996}
}
@INPROCEEDINGS{chieu:conll03,
AUTHOR = {Hai Leong Chieu and Hwee Tou Ng},
TITLE = {Named Entity Recognition with a Maximum Entropy Approach},
BOOKTITLE = {CoNLL-2003},
YEAR = 2003,
PAGES = {160--163}
}
@INPROCEEDINGS{childers:aps96,
AUTHOR = {Jane. B. Childers},
TITLE = {Children's Use of Syntactic Cues: Difficulties with
Word Order},
BOOKTITLE = {Poster presented at the meeting of the American
Psychological Society},
ADDRESS = {San Francisco, CA},
YEAR = {1996}
}
@PHDTHESIS{childers:thesis98,
TITLE = {The interaction of animacy and the agent category in
language acquisition},
AUTHOR = {Jane B. Childers},
NUMBER = {Ph.D. Thesis},
SCHOOL = {University of Texas},
INSTITUTION = {Department of Psychology},
ADDRESS = {Austin, TX},
YEAR = {1998},
KEY = {}
}
@BOOK{chomsky:book57,
AUTHOR = {Noam Chomsky},
TITLE = {Syntactic Structures},
PUBLISHER = {Mouton \& Co.},
ADDRESS = {The Hague},
YEAR = {1957}
}
@BOOK{chomsky:gb88,
TITLE = {Lectures on Government and Binding,
the {Pisa} lectures},
AUTHOR = {Noam Chomsky},
PUBLISHER = {Floris Publications},
ADDRESS = {Dordrecht, The Netherlands and Providence, Rhode
Island},
YEAR = {1988},
KEY = {}
}
@ARTICLE{chomsky:lang59,
TITLE = {Review of {Skinner's `Verbal Behavior'}},
AUTHOR = {Noam Chomsky},
JOURNAL = {Language},
VOLUME = {35},
PAGES = {26--58},
YEAR = {1959},
KEY = {}
}
@UNPUBLISHED{christiansen:ms97,
AUTHOR = {M. H. Christiansen and J. Allen and M. S. Seidenberg},
TITLE = {Learning to segment speech using multiple cues:
{A} connectionist model},
NOTE = {Manuscript, University of Southern California},
YEAR = {1997}
}
@INPROCEEDINGS{chucarrol:acl97,
AUTHOR = {Jennifer Chu-Carroll and M. Brown},
TITLE = {Tracking Initiative in Collaborative Dialogue
Interactions},
BOOKTITLE = {Proceedings of the 35th Annual Meeting of the
Association for Computational Linguistics (ACL-97)},
YEAR = {1997},
ADDRESS = {Montreal, Canada}
}
@INPROCEEDINGS{church:anlp88,
TITLE = {A Stochastic Parts Program and Noun Phrase Parser for
Unrestricted Text},
AUTHOR = {Kenneth W. Church},
BOOKTITLE = {Proceedings of the Second Conference on Applied
Natural Language Processing},
PUBLISHER = {Association for Computational Linguistics},
PAGES = {136--143},
ADDRESS = {Austin, TX},
YEAR = {1988}
}
@ARTICLE{church:compling82,
TITLE = {Coping with Syntactic Ambiguity or How to Put the
Block in the Box on the Table},
AUTHOR = {Kenneth W. Church and Ramesh Patil},
JOURNAL = {American Journal of Computational Linguistics},
VOLUME = {8},
NUMBER = {3-4},
PAGES = {139--149},
YEAR = {1982},
KEY = {catalan numbers}
}
@ARTICLE{church:compling90,
TITLE = {Word Association Norms, Mutual Information and
Lexicography},
AUTHOR = {Kenneth W. Church and Patrick W. Hanks},
JOURNAL = {Computational Linguistics},
VOLUME = {16},
NUMBER = {1},
PAGES = {22--29},
YEAR = {1990}
}
@ARTICLE{church:compling93,
TITLE = {Introduction to the Special Issue on Computational
Linguistics Using Large Corpora},
AUTHOR = {Kenneth W. Church and R. L. Mercer},
JOURNAL = {Computational Linguistics},
VOLUME = {19},
NUMBER = {1},
PAGES = {1--24},
YEAR = {1993}
}
@PROCEEDINGS{ciravegna:atem-wkshp03,
TITLE = {Papers from the 14th European Conference on Machine Learning({ECML-2003})
and the 7th European Conference on Principles and Practice of
Knowledge Discovery in Databases({PKDD-2003}) Workshop on Adaptive
Text Extraction and Mining},
EDITOR = {Fabio Ciravegna and Nicholas Kushmerick},
ADDRESS = {Cavtat-Dubrovnik, Croatia},
MONTH = SEP,
YEAR = {2003},
KEY = {text mining}
}
@PROCEEDINGS{ciravegna:ecai-wkshp00,
TITLE = {Proceedings of the 14th European Conference on Artificial
Intelligence(ECAI-2000) Workshop on Machine Learning for
Information Extraction},
EDITOR = {Fabio Ciravegna and Roberto Basili and Robert Gaizauskas},
ADDRESS = {Berlin, Germany},
MONTH = AUG,
YEAR = {2000}
}
@INCOLLECTION{clancey:bkchapter84,
AUTHOR = {W. J. Clancey},
TITLE = {{NEOMYCIN}: Reconfiguring a Rule-Based System with
Application to Teaching},
BOOKTITLE = {Reading in Medical Artificial Intelligence},
EDITOR = {W. J. Clancey and E. H. Shortliffe},
PUBLISHER = {Addison-Wesley},
PAGES = {361--381},
YEAR = {1984},
KEY = {expert systems}
}
@INCOLLECTION{clark:bkchapter78,
AUTHOR = {K. Clark},
TITLE = {Negation as Failure},
BOOKTITLE = {Logic and Data Bases},
EDITOR = {H. Gallaire and J. Minker},
PUBLISHER = {Plenum Press},
ADDRESS = {New York, NY},
YEAR = {1978},
KEY = {EITHER}
}
@BOOK{clark:book92,
TITLE = {Arenas of language use},
AUTHOR = {Herbert Clark},
PUBLISHER = {The University of Chicago Press},
YEAR = {1992}
}
@BOOK{clark:book96,
TITLE = {Using Language},
AUTHOR = {Herbert Clark},
PUBLISHER = {Cambridge University Press},
YEAR = {1996}
}
@ARTICLE{clark:cognition86,
TITLE = {Referring as a collaborative process},
AUTHOR = {H. Clark and D. Wilkes-Gibbs},
JOURNAL = {Cognition},
VOLUME = {22},
PAGES = {1--39},
YEAR = {1986}
}
@ARTICLE{clark:cogsci89,
TITLE = {Contributing to Discourse},
AUTHOR = {H. Clark and E. Schaefer},
JOURNAL = {Cognitive Science},
VOLUME = {13},
PAGES = {259--294},
YEAR = {1989},
ABSTRACT = {Model of discourse emphasizing the fact that
contributions to discourse are jointly constructed. An
utterance is only completed when the mutual belief is
established that the utterance is understood. This may
involve various types of acknowledgments and repair
move, leading to a complex hierarchical structure of
contributions (acknowledgments, questions and repair
initiators are also contributions which require some
acknowledgment, even if just by continuing attention or
continuing the discourse at the same level.}
}
@INPROCEEDINGS{clark:mlec91,
TITLE = {Rule Induction with {CN2}: Some Recent Improvements},
AUTHOR = {Peter Clark and Robin Boswell},
BOOKTITLE = {Machine Learning: Proceedings of the Fifth European
Conference},
PAGES = {151--163},
YEAR = {1991}
}
@ARTICLE{clark:mlj89,
TITLE = {The {CN2} Induction Algorithm},
AUTHOR = {P. Clark and T. Niblett},
JOURNAL = {Machine Learning},
VOLUME = {3},
PAGES = {261--284},
YEAR = {1989},
KEY = {}
}
@INPROCEEDINGS{clearwater:ml89,
TITLE = {Incremental Batch Learning},
AUTHOR = {S. H. Clearwater and T. P. Cheng and H. Hirsh and B.
G. Buchanan},
BOOKTITLE = {Proceedings of the Sixth International Workshop on
Machine Learning},
MONTH = JUN,
YEAR = {1989},
ADDRESS = {Ithaca, NY},
PAGES = {366--370}
}
@BOOK{clement:book91,
TITLE = {Logic Program Synthesis and Transformation:
Proceedings of {LOPSTR}'91, International Workshop on
Logic {PR}ogram Synthesis and Transformation},
EDITOR = {T. P. Clement and K. Lau},
PUBLISHER = {Springer Verlag},
ADDRESS = {New York},
YEAR = {1992},
KEY = {}
}
@INPROCEEDINGS{clifton:pkdd99,
AUTHOR = {Chris Clifton and Robert Cooley},
TITLE = {Top{C}at: Data Mining for Topic Identification in a
Text Corpus},
BOOKTITLE = {Proceedings of Third European Conference of Principles
and Practice of Knowledge Discovery in
Databases(PKDD-99)},
EDITOR = {Jan M. Zytkow and Jan Rauch},
PUBLISHER = {Springer Verlag},
ADDRESS = {Prague, Czech Replublic},
PAGES = {174--183},
MONTH = SEP,
YEAR = {1999},
NOTE = {Lecture Notes in Computer Science Vol. 1704}
}
@INPROCEEDINGS{coen:ie98,
AUTHOR = {M. Coen},
TITLE = {Design principles for intelligent environments},
BOOKTITLE = {AAAI Spring Symposium on Intelligent Environments},
YEAR = {1998}
}
@INPROCEEDINGS{cohen:aaai90,
TITLE = {Learning From Textbook Knowledge: {A} Case Study},
AUTHOR = {William W. Cohen},
BOOKTITLE = {Proceedings of the Eighth National Conference on
Artificial Intelligence (AAAI-90)},
PAGES = {743--748},
MONTH = JUL,
YEAR = {1990},
ADDRESS = {Boston, MA},
KEY = {ana ebl}
}
@INPROCEEDINGS{cohen:aaai93,
TITLE = {Pac-Learning a Restricted Class of Recursive Logic
Programs},
AUTHOR = {William W. Cohen},
BOOKTITLE = {Proceedings of the Eleventh National Conference on
Artificial Intelligence (AAAI-93)},
PAGES = {86--92},
ADDRESS = {Washington, D.C.},
YEAR = {1993},
KEY = {}
}
@INPROCEEDINGS{cohen:aaai94,
TITLE = {Pac-learning Nondeterminate Clauses},
AUTHOR = {William W. Cohen},
BOOKTITLE = {Proceedings of the Twelfth National Conference on
Artificial Intelligence (AAAI-94)},
ADDRESS = {Seattle, WA},
MONTH = AUG,
PAGES = {676--681},
KEY = {ILP, PAC theory},
YEAR = {1994}
}
@INPROCEEDINGS{cohen:aaai96,
TITLE = {Learning Trees and Rules with Set-Valued Features},
AUTHOR = {William W. Cohen},
BOOKTITLE = {Proceedings of the Thirteenth National Conference on
Artificial Intelligence (AAAI-96)},
ADDRESS = {Portland, OR},
MONTH = AUG,
PAGES = {709--716},
KEY = {RIPPER},
YEAR = {1996}
}
@ARTICLE{cohen:aimag91,
TITLE = {A Survey of the {Eighth National Conference on
Artificial Intelligence}: Pulling Together or Pulling
Apart},
AUTHOR = {P. Cohen},
JOURNAL = {AI Magazine},
YEAR = {1991},
VOLUME = {12},
NUMBER = {1},
PAGES = {16--41}
}
@INCOLLECTION{cohen:bkchapter75,
TITLE = {Infant visual memory},
AUTHOR = {L. B. Cohen and E. R. Gerber},
BOOKTITLE = {Infant perception: From sensation to cognition, Vol.1.
Basic Visual Processes},
EDITOR = {L. Cohen and S. Salapatek},
PUBLISHER = {Academic Press},
ADDRESS = {New York},
PAGES = {347--403},
YEAR = {1975},
KEY = {}
}
@INCOLLECTION{cohen:bkchapter96,
TITLE = {Learning to Classify {English} Text with {ILP} Methods},
AUTHOR = {William W. Cohen},
BOOKTITLE = {Advances in Inductive Logic Programming},
EDITOR = {Luc {De Raedt}},
PUBLISHER = {IOS Press},
ADDRESS = {Amsterdam},
PAGES = {124--143},
YEAR = {1996},
KEY = {Ripper, Flipper, text categorization}
}
@INCOLLECTION{cohen:bkchapter98,
TITLE = {The development of infant causal perception},
AUTHOR = {L. B. Cohen and G. Amsel and M. A. Redford and M.
Casasola},
BOOKTITLE = {Perceptual development: Visual, auditory, and speech
perception in infancy},
EDITOR = {A. Slater},
PUBLISHER = {University College London Press and Taylor and
Francis},
ADDRESS = {London},
YEAR = {in press},
KEY = {}
}
@INCOLLECTION{cohen:categ,
TITLE = {An information-processing approach to infant cognitive
development},
AUTHOR = {L. Cohen},
BOOKTITLE = {Thought without language},
EDITOR = {L. Weiskrantz},
PUBLISHER = {Clarenden},
ADDRESS = {Oxford},
PAGES = {211--228},
YEAR = {1988}
}
@ARTICLE{cohen:devpsych93,
AUTHOR = {L. B. Cohen and L. M. Oakes},
TITLE = {How infants perceive a simple causal event},
JOURNAL = {Developmental Psychology},
VOLUME = {29},
PAGES = {421--433},
YEAR = {1993}
}
@INPROCEEDINGS{cohen:iaai03,
AUTHOR = {William Cohen},
TITLE = {Infrastructure Components for Large-Scale
Information Extraction Systems},
BOOKTITLE = {Proceedings of the Fifteenth Innovative Applications of
Artificial Intelligence Conference (IAAI-03)},
YEAR = 2003,
PAGES = {71--78}
}
@ARTICLE{cohen:ibd,
AUTHOR = {L. B. Cohen and G. Amsel},
TITLE = {Precursors to Infants' Perception of Causality},
JOURNAL = {Infant Behavior and Development},
YEAR = {in press}
}
@INPROCEEDINGS{cohen:icas98,
AUTHOR = {L. B. Cohen and L. J. Rundell and B. A. Spellman and
C. Cashon},
TITLE = {Infants' Perception of Causal Chains},
BOOKTITLE = {Poster presented at International Conference on Infant
Studies},
ADDRESS = {Atlanta, GA},
YEAR = {1998}
}
@ARTICLE{cohen:jair99,
AUTHOR = {William W. Cohen and Robert E. Schapire and Yoram
Singer},
TITLE = {Learning to Order Things},
JOURNAL = {Journal of Artificial Intelligence Research},
VOLUME = {10},
PAGES = {243--270},
YEAR = {1999}
}
@INPROCEEDINGS{cohen:kdd00,
TITLE = {Hardening Soft Information Sources},
AUTHOR = {William W. Cohen and Henry Kautz and David
McAllester},
BOOKTITLE = {Proceedings of the Sixth International Conference on
Knowledge Discovery and Data Mining (KDD-2000)},
YEAR = {2000},
MONTH = AUG,
ADDRESS = {Boston, MA},
KEY = {Hardening, Information integration}
}
@INPROCEEDINGS{cohen:kdd02,
AUTHOR = {William W. Cohen and Jacob Richman},
TITLE = {Learning to Match and Cluster Large High-Dimensional
Data Sets for Data Integration},
BOOKTITLE = {Proceedings of the Eighth ACM SIGKDD International
Conference on Knowledge Discovery and Data Mining
(KDD-2002)},
YEAR = 2002,
ADDRESS = {Edmonton, Alberta}
}
@INPROCEEDINGS{cohen:kdd03,
AUTHOR = {William Cohen and Richard Wang and Robert Murphy},
TITLE = {Understanding Captions in Biomedical Publications},
BOOKTITLE = {Proceedings of the Ninth ACM SIGKDD International
Conference on Knowledge Discovery and Data Mining
(KDD-2003)},
YEAR = 2003,
PAGES = {499--504}
}
@INPROCEEDINGS{cohen:kdd98,
TITLE = {Joins that Generalize: Text Classification Using
{WHIRL}},
AUTHOR = {Willima W. Cohen and Haym Hirsh},
BOOKTITLE = {Proceedings of the Fourth International Conference on
Knowledge Discovery and Data Mining (KDD-98)},
YEAR = {1998},
PAGES = {169--173},
ADDRESS = {New York, NY}
}
@INPROCEEDINGS{cohen:ml90,
TITLE = {Learning Approximate Control Rules of High Utility},
AUTHOR = {William W. Cohen},
BOOKTITLE = {Proceedings of the Seventh International Conference on
Machine Learning (ICML-90)},
PAGES = {268--276},
MONTH = JUN,
ADDRESS = {Austin, TX},
YEAR = {1990},
KEY = {ANA-EBL}
}
@INPROCEEDINGS{cohen:ml91,
TITLE = {The Generality of Over-Generality},
AUTHOR = {William W. Cohen},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Machine Learning},
MONTH = JUN,
YEAR = {1991},
ADDRESS = {Evanston, IL},
PAGES = {490--495}
}
@INPROCEEDINGS{cohen:ml92,
TITLE = {Compiling Prior Knowledge into an Explicit Bias},
AUTHOR = {William W. Cohen},
BOOKTITLE = {Proceedings of the Ninth International Conference on
Machine Learning (ICML-92)},
PAGES = {102--110},
MONTH = JUL,
ADDRESS = {Aberdeen, Scotland},
YEAR = {1992},
KEY = {GRENDEL}
}
@INPROCEEDINGS{cohen:ml95,
AUTHOR = {William W. Cohen},
TITLE = {Text Categorization and Relational Learning},
BOOKTITLE = {Proceedings of the Twelfth International Conference on
Machine Learning (ICML-95)},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Francisco, CA},
YEAR = {1995},
PAGES = {124--132}
}
@INPROCEEDINGS{cohen:ml95a,
AUTHOR = {William W. Cohen},
TITLE = {Fast Effective Rule Induction},
BOOKTITLE = {Proceedings of the Twelfth International Conference on
Machine Learning (ICML-95)},
ADDRESS = {San Francisco, CA},
YEAR = {1995},
PAGES = {115--123},
KEY = {Ripper}
}
@ARTICLE{cohen:mlj92,
TITLE = {Abductive Explanation-Based Learning: {A} Solution to
the Multiple Inconsistent Explanation Problem},
AUTHOR = {William W. Cohen},
JOURNAL = {Machine Learning},
VOLUME = {8},
NUMBER = {2},
PAGES = {167--219},
YEAR = {1992},
KEY = {A-EBL}
}
@INPROCEEDINGS{cohen:nips03,
AUTHOR = {William W. Cohen},
TITLE = {Improving a Page Classifier with Anchor Extraction and Link Analysis},
BOOKTITLE = {Advances in Neural Information Processing Systems 15},
EDITOR = {S. Becker and S. Thrun and K. Obermayer},
PUBLISHER = {MIT Press},
ADDRESS = {Cambridge, MA},
PAGES = {1481--1488},
YEAR = {2003}
}
@INPROCEEDINGS{cohen:sigir01-wkshp,
TITLE = {Learning to Match and Cluster Entity Names},
AUTHOR = {William Cohen and Jacob Richman},
BOOKTITLE = {ACM SIGIR-2001 Workshop on Mathematical/Formal Methods
in Information Retrieval},
YEAR = {2001},
MONTH = SEP,
ADDRESS = {New Orleans, LA}
}
@INPROCEEDINGS{cohen:sigmod98,
TITLE = {Providing Database-Like Access to the Web Using
Queries Based on Textual Similarity},
AUTHOR = {William W. Cohen},
BOOKTITLE = {Proceedings of the 1998 ACM SIGMOD International
Conference on Management of Data (SIGMOD-98)},
MONTH = JUN,
YEAR = {1998},
PAGES = {558--560},
ADDRESS = {Seattle, WA},
KEY = {WHIRL}
}
@INPROCEEDINGS{cohen:sigmod98a,
AUTHOR = {William W. Cohen},
TITLE = {Integration of heterogeneous databases without
common domains using queries based on textual
similarity},
BOOKTITLE = {Proceedings of the 1998 ACM SIGMOD International
Conference on Management of Data (SIGMOD-98)},
YEAR = {1998},
PAGES = {201--212},
ADDRESS = {Seattle, WA}
}
@INPROCEEDINGS{cohen:ss-mlia96,
AUTHOR = {William W. Cohen},
TITLE = {Learning Rules that Classify {E}-Mail},
BOOKTITLE = {Papers from the AAAI Spring Symposium on Machine
Learning in Information Access},
YEAR = {1996},
PAGES = {18--25},
PUBLISHER = {AAAI Press}
}
@INPROCEEDINGS{cohen:www00,
TITLE = {Web-Collaborative Filtering: Recommending Music by
Crawling the Web},
AUTHOR = {W. W. Cohen and W. Fan},
BOOKTITLE = {Ninth International World Wide Web Conference},
ADDRESS = {Amsterdam},
YEAR = {2000},
KEY = {recommender systems, collaborative filtering}
}
@INPROCEEDINGS{cohen:www02,
AUTHOR = {William W. Cohen and Matthew Hurst and Lee S. Jensen},
TITLE = {A flexible learning system for wrapping tables and
lists in {HTML} documents},
BOOKTITLE = {Proceedings of the Eleventh International World Wide
Web Conference (WWW-2002)},
ADDRESS = {Honolulu, HI},
PUBLISHER = {ACM},
PAGES = {232--241},
MONTH = MAY,
YEAR = {2002}
}
@INPROCEEDINGS{cohen:www99,
AUTHOR = {William Cohen and Wei Fan},
TITLE = {Learning Page-Independent Heuristics for Extracting
Data from Web Pages},
BOOKTITLE = {Proceedings of the Eighth International World Wide Web Conference (WWW-99)},
YEAR = 1999
}
@ARTICLE{cohn:jair96,
AUTHOR = {David A. Cohn and Zoubin Ghahramani and Michael I. Jordan},
TITLE = {Active Learning with Statistical Models},
JOURNAL = {Journal of Artificial Intelligence Research},
PAGES = {129--145},
VOLUME = 4,
YEAR = 1996
}
@ARTICLE{cohn:mlj94,
TITLE = {Improving Generalization with Active Learning},
AUTHOR = {D. Cohn and L. Atlas and R. Ladner},
JOURNAL = {Machine Learning},
VOLUME = {15},
NUMBER = {2},
PAGES = {201--221},
YEAR = {1994},
KEY = {}
}
@TECHREPORT{cohn:tr03,
AUTHOR = {David Cohn and Rich Caruana and Andrew McCallum},
TITLE = {Semi-supervised Clustering with User Feedback},
INSTITUTION = {Cornell University},
YEAR = {2003},
NUMBER = {TR2003-1892}
}
@UNPUBLISHED{cohn:unpublished00,
AUTHOR = {David Cohn and Rich Caruana and Andrew McCallum},
TITLE = {Semi-supervised Clustering with User Feedback},
NOTE = {Unpublished manuscript. Available at
{\verb+http://www-2.cs.cmu.edu/~mccallum/+}},
YEAR = {2000}
}
@TECHREPORT{coiera:tr89,
AUTHOR = {Enrico Coiera},
TITLE = {Generating Qualitative Models From Example
Behaviours},
INSTITUTION = {University of New South Wales},
YEAR = {1989},
NUMBER = {8901}
}
@INPROCEEDINGS{collier:coling00,
AUTHOR = {N. Collier and C. No and J. Tsujii},
TITLE = {Extracting the names of genes and gene products with a {H}idden {M}arkov {M}odel},
BOOKTITLE = {Proceedings of the Eighteenth International
Conference on Computational Linguistics},
ADDRESS = {Saarbruken, Germany},
YEAR = {2000},
PAGES = {201--207}
}
@INPROCEEDINGS{collier:eacl99,
AUTHOR = {N. Collier and H. Park and N. Ogata and Y. Tateisi and C. Nobata and T.Ohta and T. Sekimizu and H. Imai and K. Ibushi and J. Tsujii},
TITLE = {The {GENIA} Project: Corpus-based Knowledge Acquisition and Information Extraction from Genome Research Papers},
BOOKTITLE = {Ninth Conference of the European Chapter of the Association
for Computational Linguistics (EACL-99)},
YEAR = 1999,
PAGES = {271--272},
ADDRESS = {Bergen}
}
@INPROCEEDINGS{collins:acl02,
AUTHOR = { Michael Collins},
TITLE = {Ranking Algorithms for Named-Entity Extraction: Boosting and the Voted Perceptron},
BOOKTITLE = {Proceedings of the Annual Meeting of the
Association for Computational Linguistics (ACL-02)},
YEAR = 2002
}
@INPROCEEDINGS{collins:acl96,
AUTHOR = {Michael J. Collins},
TITLE = {A New Statistical Parser Based on Bigram Lexical
Dependencies},
BOOKTITLE = {Proceedings of the 34th Annual Meeting of the
Association for Computational Linguistics (ACL-96)},
YEAR = {1996},
PAGES = {184--191},
ADDRESS = {Santa Cruz, CA}
}
@INPROCEEDINGS{collins:acl97,
AUTHOR = {Michael J. Collins},
TITLE = {Three generative, lexicalised models for statistical
parsing},
BOOKTITLE = {Proceedings of the 35th Annual Meeting of the
Association for Computational Linguistics (ACL-97)},
YEAR = {1997},
PAGES = {16--23}
}
@INPROCEEDINGS{collins:emnlp99,
AUTHOR = {Michael Collins and Yoram Singer},
TITLE = {Unsupervised Models for Named Entity Classification},
BOOKTITLE = {Proceedings of the Conference on Empirical Methods in
Natural Language Processing and Very Large Corpora
(EMNLP/VLC-99)},
ADDRESS = {University of Maryland},
MONTH = JUN,
YEAR = {1999}
}
@PHDTHESIS{collins:thesis99,
AUTHOR = {Michael Collins},
TITLE = {Head-driven Statistical Models for Natural Language
Parsing},
SCHOOL = {University of Pennsylvania},
YEAR = {1999}
}
@INPROCEEDINGS{collins:wvlc95,
AUTHOR = {Michael J. Collins and J. Brooks},
TITLE = {Propositional Phrase Attachment through a Back-off
Model},
BOOKTITLE = {Proceedings of the Third Workshop on Very Large
Corpora},
YEAR = {1995},
ANNOTE = {}
}
@ARTICLE{comon:sp94,
AUTHOR = {Pierre Comon},
TITLE = {{\it Independent component analysis}, a new concept?},
JOURNAL = {Signal Processing},
VOLUME = 36,
PAGES = {287--314},
YEAR = 1994
}
@INPROCEEDINGS{connolly:ml93,
AUTHOR = {Dennis Connolly},
TITLE = {Constructing Hidden Variables in {Bayesian} Networks
via Conceptual Clustering},
BOOKTITLE = {Proceedings of the Tenth International Conference on
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PAGES = {163--192},
YEAR = {1992},
KEY = {}
}
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PUBLISHER = {Academic Press},
YEAR = {1992},
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KEY = {}
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PAGES = {1037--1042},
KEY = {}
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YEAR = {1993},
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PAGES = {1058--1063},
KEY = {CLAUDIEN}
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VOLUME = {8},
NUMBER = {2},
PAGES = {107--150},
YEAR = {1992},
KEY = {CLINT}
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YEAR = {2001}
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Conference on Knowledge Discovery and Data Mining
(KDD-2002)},
YEAR = 2002,
ADDRESS = {Edmonton}
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TITLE = {Concept Decompositions for Large Sparse Text Data
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JOURNAL = {Machine Learning},
VOLUME = {42},
PAGES = {143--175},
KEYWORDS = {LSI, text clustering}
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EDITOR = {J. Kittler and F. Roli},
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PAGES = {1-15},
YEAR = {2000},
URL = {citeseer.nj.nec.com/dietterich00ensemble.html}
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AUTHOR = {Thomas Dietterich},
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CHAPTER = {Ensemble Learning},
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YEAR = 2002,
PAGES = {405-408}
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BOOKTITLE = {Machine Learning: An Artificial Intelligence
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KEY = {sbl}
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MONTH = MAR,
YEAR = {1988},
ADDRESS = {Stanford, CA},
KEY = {ebl/sbl}
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YEAR = {2000},
VOLUME = {13},
PAGES = {227--303}
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AUTHOR = { T. G. Dietterich},
TITLE = {Ensemble Methods in Machine Learning },
BOOKTITLE = { Multiple Classifier Systems },
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EDITOR = {J. Kittler and F. Roli },
PAGES = {1-15 },
YEAR = 2001
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BOOKTITLE = {Proceedings of the Seventh International Conference on
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MONTH = JUN,
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ADDRESS = {Austin, TX},
PAGES = {24--31}
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Boosting, and Randomization},
JOURNAL = {Machine Learning},
VOLUME = {40},
NUMBER = {2},
PAGES = {139-157},
YEAR = 2000
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TITLE = {Learning at the Knowledge Level},
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JOURNAL = {Machine Learning},
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PAGES = {287--316},
YEAR = {1986},
KEY = {test incorporation}
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TITLE = {An empirical investigation of proposals in
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Association for Computational Linguistics and COLING-98
(ACL/COLING-98)},
YEAR = {1998},
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PAGES = {325--329}
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AUTHOR = {F. J. Di\'{e}z},
TITLE = {Local Conditioning in {B}ayesian Networks},
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YEAR = {1996},
VOLUME = {87},
PAGES = {1--20}
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@UNPUBLISHED{diez:private97,
AUTHOR = {F. J. Di\'{e}z},
TITLE = {Private Communication},
YEAR = {1997},
MONTH = FEB,
NOTE = {Unpublished}
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YEAR = {1993},
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TITLE = {Abduction and Inductive Learning},
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PUBLISHER = {IOS Press},
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YEAR = {1996},
KEY = {ILP, abind}
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AUTHOR = {A. Doan and P. Domingos and A. Halevy},
TITLE = {Reconciling Schemas of Disparate Data Sources: A
Machine-Learning Approach},
BOOKTITLE = {Proceedings of the 2001 {ACM} {SIGMOD} {I}nternational
{C}onference on {M}anagement of {D}ata},
PAGES = {509-520},
ADDRESS = {Santa Barbara, CA},
PUBLISHER = {ACM Press},
YEAR = 2001
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AUTHOR = {Jochen D{\"{o}}rre and Peter Gerstl and Roland
Seiffert},
TITLE = {Text Mining: {F}inding Nuggets in Mountains of Textual
Data},
BOOKTITLE = {Proceedings of the Fifth International Conference on
Knowledge Discovery and Data Mining (KDD-99)},
PUBLISHER = {ACM},
ADDRESS = {San Diego, CA},
PAGES = {398--401},
MONTH = AUG,
YEAR = {1999},
NOTE = {Short paper}
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AUTHOR = {Byron E. Dom},
TITLE = {An Information-Theoretic External Cluster-Validity Measure},
INSTITUTION = {IBM},
TYPE = {Research Report},
NUMBER = {RJ 10219},
YEAR = 2001
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AUTHOR = {Carlotta Domeniconi and Jing Peng and Dimitrios
Gunopulos},
TITLE = {An Adaptive Metric Machine for Pattern Classification.},
BOOKTITLE = {Advances in Neural Information Processing Systems 13},
PAGES = {458--464},
YEAR = 2001
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@INPROCEEDINGS{domeniconi:nips02,
AUTHOR = {C. Domeniconi and D. Gunopulos},
TITLE = {Adaptive Nearest Neighbor Classification using
Support Vector Machines},
BOOKTITLE = {Proceedings of Sixteenth Conference on Neural Information Processing Systems (NIPS)},
YEAR = 2002
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@PHDTHESIS{domeniconi:thesis02,
TITLE = {Locally Adaptive Techniques for Pattern
Classification},
AUTHOR = {Carlotta Domeniconi},
NUMBER = {Ph.D. Thesis},
SCHOOL = {University of California, Riverside},
ADDRESS = {Riverside, CA},
YEAR = {2002}
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AUTHOR = {F. Provost and P. Domingos },
TITLE = {Well-trained PETs: Improving probability estimation
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TEXT = {P. Domingos and F. Provost. Well-trained PETs:
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AUTHOR = {Pedro Domingos},
TITLE = {A Unified Bias-Variance Decomposition and its
Applications},
BOOKTITLE = {Proc. 17th International Conf. on Machine Learning},
PAGES = {231--238},
PUBLISHER = {Morgan Kaufmann, San Francisco, CA},
YEAR = 2000
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@INPROCEEDINGS{domingos:ml00,
AUTHOR = {Pedro Domingos},
TITLE = {A Unified Bias-Variance Decomposition and its
Applications},
BOOKTITLE = {Proceedings of the Seventeenth International
Conference on Machine Learning (ICML-2000)},
PAGES = {231--238},
ADDRESS = {San Francisco, CA},
YEAR = 2000
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@INPROCEEDINGS{domingos:ml96,
AUTHOR = {Pedro Domingos and Michael Pazzani},
TITLE = {Beyond Independence: conditions for the optimality of
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BOOKTITLE = {Proceedings of the Thirteenth International Conference
on Machine Learning (ICML-96)},
EDITOR = {Lorenza Saitta},
YEAR = {1996},
PUBLISHER = {Morgan Kaufmann},
MONTH = JUL,
PAGES = {105--112}
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TITLE = {Knowledge Acquisition from Examples Via Multiple
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BOOKTITLE = {Proceedings of the {F}ourteenth {I}nternational
{C}onference on {M}achine {L}earning},
PAGES = {98-106},
ADDRESS = {Nashville, TN},
PUBLISHER = {Morgan Kaufmann},
YEAR = 1997
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YEAR = {1996},
TITLE = {Unifying Instance-Based and Rule-Based Induction},
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VOLUME = {24},
PAGES = {141--168},
KEY = {RISE}
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JOURNAL = {Machine Learning},
VOLUME = {29},
PAGES = {103--130},
KEY = {Naive Bayes}
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MONTH = FEB,
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KEY = {shopbot}
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YEAR = {1984},
KEY = {}
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@BOOK{dowty:book81,
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YEAR = {1989},
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@PHDTHESIS{doyle:thesis88,
TITLE = {Hypothesizing Device Mechanisms: Opening Up the Black
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AUTHOR = {Richard Doyle},
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YEAR = {1988}
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TITLE = {Induction in an Abstraction Space: {A} Form of
Constructive Induction},
AUTHOR = {George Drastal and Gabor Czako and Stan Raatz},
BOOKTITLE = {Proceedings of the Eleventh International Joint
Conference on Artificial Intelligence (IJCAI-89)},
PAGES = {708--712},
MONTH = AUG,
YEAR = {1989},
ADDRESS = {Detroit, MI},
KEY = {}
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TITLE = {A Computational Learning Model for Metrical
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PAGES = {137--195},
YEAR = {1990}
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AUTHOR = {Oskar Dressler},
TITLE = {Model-based Diagnosis on Board: Magellan-{MT} Inside},
BOOKTITLE = {Fifth International Workshop on Principles of
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YEAR = {1994},
PAGES = {87--92},
ADDRESS = {New Paltz, NY}
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AUTHOR = {Oskar Dressler and Peter Struss},
TITLE = {Model-Based Diagnosis with the Default-based Diagnosis
Engine: Effective Control Strategies that Work in
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PAGES = {93--97},
BOOKTITLE = {Fifth International Workshop on Principles of
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AUTHOR = {Oskar Dressler and Peter Struss},
TITLE = {Back to Defaults: Characterizing and Computing
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AUTHOR = {Oskar Dressler and Adam Farquhar},
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Contextual Control of the {ATMS}},
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YEAR = {1990},
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TITLE = {Putting the Problem Solver Back in the Driver's Seat:
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AUTHOR = {Oskar Dressler and Adam Farquhar},
BOOKTITLE = {Truth Maintenance Systems - ECAI90 Workshop},
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PAGES = {1--16},
PUBLISHER = {Springer Verlag},
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YEAR = {1990}
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AUTHOR = {Kurt Driessens and Saso Dzeroski},
TITLE = {{I}ntegrating experimentation and guidance in relational reinforcement learning},
BOOKTITLE = {Proceedings of 19th International Conference on Machine
Learning (ICML-2002)},
YEAR = {2002},
PAGES = {115-122},
PUBLISHER = {Morgan Kaufmann Publishers, Inc},
NOTE = {URL = http://www.cs.kuleuven.ac.be/cgi-bin-dtai/publ\_info.pl?id=38637}
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AUTHOR = {Harris Drucker},
TITLE = {Improving regressors using boosting techniques},
BOOKTITLE = {Proc. 14th International Conference on Machine
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PUBLISHER = {Morgan Kaufmann},
YEAR = 1997
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TITLE = {A New Nonparametric Pairwise Clustering Algorithm Based on Iterative Estimation of Distance Profiles},
JOURNAL = {Machine Learning},
YEAR = {2002},
VOLUME = {47},
NUMBER = {1},
PAGES = {35-61}
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AUTHOR = {Richard O. Duda and Peter E. Hart and David G. Stork},
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KEY = {pattern recognition textbook}
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AUTHOR = {Susan T. Dumais and Hao Chen},
TITLE = {Hierarchical classification of Web content},
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PAGES = {256-263},
YEAR = 2000
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TITLE = {The Cognitive Lexicon},
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@TECHREPORT{duran:tr88,
TITLE = {Concept Learning with Incomplete Datasets},
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NUMBER = {AI88-82},
INSTITUTION = {Artificial Intelligence Laboratory, University of
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ADDRESS = {Austin, TX},
YEAR = {1988},
KEY = {}
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AUTHOR = {R. Durbin and S. Eddy and A. Krogh and G. Mitchison},
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AUTHOR = { I. Dutra and D. Page and V. Santos Costa and J. Shavlik},
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AUTHOR = {Daniel Dvorak and Benjamin J. Kuipers},
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YEAR = {1992},
EDITOR = {Walter Hamscher and Luca Console and Johan de Kleer},
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@INPROCEEDINGS{dvorak:ijcai89,
AUTHOR = {Daniel Dvorak and Benjamin J. Kuipers},
TITLE = {Model-Based Monitoring of Dynamic Systems},
BOOKTITLE = {Proceedings of the Eleventh International Joint
Conference on Artificial Intelligence (IJCAI-89)},
YEAR = {1989},
PAGES = {1238--1243},
ADDRESS = {Detroit, MI}
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@PHDTHESIS{dvorak:thesis92,
TITLE = {Monitoring and Diagnosis of Continuous Dynamic Systems
Using Semiquantitative Simulation},
AUTHOR = {Daniel Dvorak},
NUMBER = {Ph.D. Thesis},
SCHOOL = {University of Texas},
INSTITUTION = {Department of Computer Science},
ADDRESS = {Austin, TX},
YEAR = {1992},
MONTH = MAY,
KEY = {MIMIC}
}
@INCOLLECTION{dyer:bkchapter91,
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BOOKTITLE = {Lexical Acquisition: Exploiting On-Line Resources to
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EDITOR = {Uri Zernik},
PAGES = {309--337},
PUBLISHER = {Lawrence Erlbaum and Associates},
ADDRESS = {Hillsdale, NJ},
YEAR = {1991},
KEY = {}
}
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TITLE = {In Depth Understanding},
AUTHOR = {Michael Dyer},
PUBLISHER = {MIT Press},
YEAR = {1983},
ADDRESS = {Cambridge, MA},
KEY = {BORIS}
}
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AUTHOR = {S. D\v{z}eroski},
TITLE = {Handling noise in inductive logic programming},
SCHOOL = {Faculty of Electrical Engineering and Computer Science,
University of Ljubljana},
YEAR = 1991
}
@INCOLLECTION{dzeroski:bkchapter01a,
AUTHOR = {Sa\u{s}o D\u{z}eroski and Nada Lavra\u{c}},
TITLE = {An Introduction to Inductive Logic Programming},
BOOKTITLE = {Relational Data Mining},
EDITOR = {Sa\u{s}o D\u{z}eroski and Nada Lavra\u{c}},
PUBLISHER = {Springer Verlag},
ADDRESS = {Berlin},
YEAR = {2001}
}
@INCOLLECTION{dzeroski:bkchapter01b,
AUTHOR = {Sa\u{s}o D\u{z}eroski},
TITLE = {Relational Data Mining Applications: An Overview},
BOOKTITLE = {Relational Data Mining},
EDITOR = {Sa\u{s}o D\u{z}eroski and Nada Lavra\u{c}},
PUBLISHER = {Springer Verlag},
ADDRESS = {Berlin},
YEAR = {2001}
}
@BOOK{dzeroski:book01,
TITLE = {Relational Data Mining},
EDITOR = {Sa\u{s}o D\u{z}eroski and Nada Lavra\u{c}},
PUBLISHER = {Springer Verlag},
ADDRESS = {Berlin},
YEAR = {2001}
}
@INPROCEEDINGS{dzeroski:colt92,
TITLE = {Pac-learnability of determinate logic programs},
AUTHOR = {Saso D\u{z}eroski and Stephen Muggleton and Stuart
Russell},
BOOKTITLE = {Proceedings of the 1992 Workshop on Computational
Learning Theory},
PAGES = {},
YEAR = {1992},
ADDRESS = {Pittsburgh, PA},
KEY = {ILP, PAC theory}
}
@INPROCEEDINGS{dzeroski:kdd93,
TITLE = {Discovering Dynamics: From Inductive Logic Programming
To Machine Discovery},
AUTHOR = {Saso Dzeroski and Ljupco Todorovski},
BOOKTITLE = {Knowledge Discovery in Databases Workshop},
YEAR = {1993}
}
@ARTICLE{dzeroski:mlj01,
AUTHOR = {Saso Dzeroski and Luc De Raedt and Kurt Driessens},
TITLE = {{R}elational reinforcement learning},
JOURNAL = {Machine Learning},
YEAR = {2001},
VOLUME = {43},
PAGES = {7-52},
NOTE = {URL = http://www.cs.kuleuven.ac.be/cgi-bin-dtai/publ\_info.pl?id=34461}
}
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TITLE = {The identification of words and their meanings in the
transition into language},
AUTHOR = {Catherine H. Echols},
BOOKTITLE = {11th Biennial International Conference on Infant
Studies},
ADDRESS = {Atlanta, GA},
MONTH = APR,
PAGES = {},
YEAR = {1998}
}
@ARTICLE{echols:jml97,
AUTHOR = {Catherine H. Echols and Megan J. Crowhurst and Jane B.
Childers},
TITLE = {The Perception of Rhythmic Units in Speech by Infants
and Adults},
JOURNAL = {Journal of Memory and Language},
YEAR = {1997},
VOLUME = {36},
NUMBER = {},
PAGES = {202--225}
}
@UNPUBLISHED{echols:lwm,
AUTHOR = {Catherine H. Echols},
TITLE = {Early lexical development: Initial steps in the
identification of words and word meanings},
NOTE = {Manuscript, University of Texas},
YEAR = {1998}
}
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TITLE = {A General Lower Bound on the Number of Examples Needed
for Learning},
AUTHOR = {Andrjez Ehrenfeucht and David Haussler and Michael J.
Kearns and Leslie G. Valiant},
JOURNAL = {Information and Computation},
VOLUME = {82},
PAGES = {267--284},
YEAR = {1989},
KEY = {PAC theory}
}
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AUTHOR = {Martin Eineborg and Nikolaj Lindberg},
TITLE = {Induction of Constraint Grammar-Rules Using {P}rogol},
BOOKTITLE = {Proceedings of the 8th International Workshop on
Inductive Logic Programming (ILP-98)},
PUBLISHER = {Springer},
PAGES = {116--124},
YEAR = {1998}
}
@ARTICLE{eirinaki:toit03,
AUTHOR = {Magdalini Eirinaki and Michalis Vazirgiannis},
TITLE = {Web Mining for Web Personalization},
JOURNAL = {ACM Transactions on Internet Technology},
VOLUME = {3},
NUMBER = {1},
PAGES = {1--27},
MONTH = FEB,
YEAR = {2003}
}
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AUTHOR = {Kurt P. Eiselt},
TITLE = {Recovering from Erroneous Inferences},
BOOKTITLE = {Proceedings of the Sixth National Conference on
Artificial Intelligence (AAAI-87)},
YEAR = {1987},
PAGES = {540--544},
ADDRESS = {Seattle, Washington}
}
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AUTHOR = {Michael B. Eisen and Paul T. Spellman and Patrick
O. Brown and David Botstein},
TITLE = {Cluster Analysis and Display of Genome-Wide
Expression Patterns},
JOURNAL = {{P}roceedings of the National Academy of Sciences,
{USA}},
PAGES = {14863--14848},
VOLUME = {95},
YEAR = 1998
}
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AUTHOR = {T. Eliassi-Rad and J. Shavlik},
TITLE = {A Theory-Refinement Approach to Information
Extraction},
BOOKTITLE = {Proceedings of 18th International Conference on Machine
Learning (ICML-2001)},
YEAR = {2001}
}
@ARTICLE{eliassi-rad:um03,
AUTHOR = {T. Eliassi-Rad and J. W. Shavlik},
TITLE = {A System for Building Intelligent Agents that Learn to Retrieve and Extract Information},
JOURNAL = {International Journal on User Modeling and User-Adapted Interaction, Special Issue on User Modeling and Intelligent Agents},
VOLUME = {in press},
YEAR = {2003},
KEY = {WAWA}
}
@PHDTHESIS{ellis:thesis69,
AUTHOR = {Clarence A. Ellis},
TITLE = {Probabilistic Languages and Automata},
SCHOOL = {University of Illinois},
YEAR = {1969},
NOTE = {Report No. 355, Department of Computer Science}
}
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TITLE = {Approximate Theory Formation: An Explanation-Based
Approach},
AUTHOR = {Thomas Ellman},
BOOKTITLE = {Proceedings of the Seventh National Conference on
Artificial Intelligence (AAAI-88)},
ADDRESS = {St. Paul, MN},
MONTH = AUG,
PAGES = {564--569},
YEAR = {1988},
KEY = {ebl approximate}
}
@ARTICLE{elman:cogscij90,
AUTHOR = {Jeffrey L. Elman},
TITLE = {Finding structure in time},
JOURNAL = {Cognitive Science},
YEAR = {1990},
VOLUME = {14},
PAGES = {179--211}
}
@BOOK{elstein:book78,
AUTHOR = {Arthur S. Elstein and Lee S. Shulman and Sarah A.
Sprafka},
TITLE = {Medical Problem Solving - An Analysis of Clinical
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PUBLISHER = {Harvard University Press},
YEAR = {1978}
}
@BOOK{engel:dt88,
TITLE = {Deutsche Grammatik},
AUTHOR = {Ulrich Engel},
PUBLISHER = {Julius Groos Verlag},
ADDRESS = {Heidelberg},
YEAR = {1988},
KEY = {}
}
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AUTHOR = {Sean P. Engelson and Ido Dagan},
TITLE = {Minimizing Manual Annotation Cost in Supervised
Training from Corpora},
BOOKTITLE = {Proceedings of the 34th Annual Meeting of the
Association for Computational Linguistics (ACL-96)},
YEAR = {1996},
PAGES = {319--326},
ADDRESS = {Santa Cruz, CA}
}
@BOOK{ericsson:book93,
TITLE = {Protocol Analysis: Verbal Reports as Data (rev. ed.)},
AUTHOR = {K. Anders Ericsson and Herbert A. Simon},
PUBLISHER = {MIT Press},
YEAR = {1993},
ADDRESS = {Cambridge, MA},
KEY = {}
}
@INPROCEEDINGS{erol:aaai94,
TITLE = {{HTN} Planning: Complexity and Expressivity},
AUTHOR = {Kutluhan Erol and Dana S. Nau and James A. Hendler},
BOOKTITLE = {Proceedings of the Twelfth National Conference on
Artificial Intelligence (AAAI-94)},
MONTH = JUL,
YEAR = {1994},
PAGES = {1123--1128},
ADDRESS = {Seattle},
KEY = {UMCP}
}
@INPROCEEDINGS{erol:aips94,
TITLE = {{UMCP}: {A} Sound and Complete Planning Procedure for
Hierarchical Task-Network Planning},
AUTHOR = {Kutluhan Erol and Dana S. Nau and James A. Hendler},
BOOKTITLE = {Proceedings of the Second International Conference of
AI Planning Systems},
MONTH = JUN,
YEAR = {1994},
ADDRESS = {Chicago},
KEY = {UMCP}
}
@INPROCEEDINGS{estlin:aaai96,
TITLE = {Multi-Strategy Learning of Search Control for
Partial-Order Planning},
AUTHOR = {Tara A. Estlin and Raymond J. Mooney},
BOOKTITLE = {Proceedings of the Thirteenth National Conference on
Artificial Intelligence (AAAI-96)},
MONTH = AUG,
YEAR = {1996},
PAGES = {843--848},
ADDRESS = {Portland, OR},
KEY = {SCOPE}
}
@INCOLLECTION{estlin:bkchapter96,
AUTHOR = {Tara A. Estlin and Raymond J. Mooney},
TITLE = {Hybrid Learning of Search Control for Partial-Order
Planning},
BOOKTITLE = {New Directions in AI Planning},
EDITOR = {Malik Ghallab and Alfredo Milani},
PUBLISHER = {IOS Press},
ADDRESS = {Amsterdam},
PAGES = {129--140},
YEAR = {1996},
KEY = {}
}
@INPROCEEDINGS{estlin:ijcai97,
AUTHOR = {Tara A. Estlin and Raymond J. Mooney},
TITLE = {Learning to Improve both Efficiency and Quality of
Planning},
BOOKTITLE = {Proceedings of the Fifteenth International Joint
Conference on Artificial Intelligence (IJCAI-97)},
YEAR = {1997},
PAGES = {1227--1232},
ADDRESS = {Nagoya, Japan}
}
@TECHREPORT{estlin:jpltr96,
TITLE = {{DPLAN} Deep Space Network Antenna Operations Planner
Version 1.0 Programmer's Manual},
AUTHOR = {Tara Estlin and XueMei Wang and Anita Govindjee and
Steve Chien},
INSTITUTION = {NASA Jet Propulsion Laboratory},
NUMBER = {D-13390},
YEAR = {1996}
}
@PHDTHESIS{estlin:thesis98,
TITLE = {Using Multi-Strategy Learning to Improve Planning
Efficiency and Quality},
AUTHOR = {Tara A. Estlin},
NUMBER = {Ph.D. Thesis},
SCHOOL = {Department of Computer Sciences, University of Texas},
ADDRESS = {Austin, TX},
YEAR = {1998},
MONTH = MAY,
NOTE = {Also appears as Artificial Intelligence Laboratory
Technical Report AI 98-269 (see
http://www.cs.utexas.edu/users/ai-lab)},
KEY = {SCOPE}
}
@TECHREPORT{estlin:tr96,
AUTHOR = {Tara A. Estlin},
TITLE = {Integrating Explanation-Based and Inductive Learning
Techniques to Acquire Search-Control for Planning},
INSTITUTION = {Department of Computer Sciences, University of Texas},
ADDRESS = {Austin, TX},
NUMBER = {AI96-250},
YEAR = {1996},
KEY = {}
}
@INPROCEEDINGS{etzioni:aaai91,
AUTHOR = {Oren Etzioni},
TITLE = {{STATIC}: {A} Problem-Space Compiler for {PRODIGY}},
BOOKTITLE = {Proceedings of the Ninth National Conference on
Artificial Intelligence (AAAI-91)},
YEAR = {1991},
PAGES = {533--540},
ADDRESS = {Anaheim, CA}
}
@ARTICLE{etzioni:ai93,
AUTHOR = {Oren Etzioni},
TITLE = {Acquiring Search Control Knowledge via Static
Analysis},
JOURNAL = {Artificial Intelligence},
YEAR = {1993},
VOLUME = {60},
NUMBER = {2},
NOTES = {static}
}
@ARTICLE{etzioni:cacm96,
AUTHOR = {Oren Etzioni},
TITLE = {The {W}orld-{W}ide {W}eb: Quagmire or Gold Mine?},
JOURNAL = {Communications of the Association for Computing
Machinery},
VOLUME = {39},
NUMBER = {11},
PAGES = {65--68},
MONTH = NOV,
YEAR = {1996}
}
@INPROCEEDINGS{etzioni:ml88,
TITLE = {Hypothesis Filtering: {A} Practical Approach to
Reliable Learning},
AUTHOR = {Oren Etzioni},
BOOKTITLE = {Proceedings of the Fifth International Conference on
Machine Learning (ICML-88)},
MONTH = JUN,
ADDRESS = {Ann Arbor, MI},
PAGES = {416--429},
YEAR = {1988},
KEY = {pac learnability}
}
@ARTICLE{etzioni:mljf,
TITLE = {Statistical Methods for Analyzing Speedup Learning
Experiments},
AUTHOR = {Oren Etzioni and Ruth Etzioni},
JOURNAL = {Machine Learning},
YEAR = {in press},
KEY = {}
}
@ARTICLE{fagan:jsis89,
TITLE = {The Effectiveness of a Nonsyntactic Approach to
Automatic Phrase Indexing for Document Retrieval},
AUTHOR = {Joel L. Fagan},
JOURNAL = {Journal of the American Society for Information
Science},
VOLUME = {40},
PAGES = {115--132},
YEAR = {1989},
KEY = {IR}
}
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TITLE = {The Cascade-Correlation Learning Architecture},
AUTHOR = {Scott E. Fahlman and Christian Lebiere},
BOOKTITLE = {Advances in Neural Information Processing Systems,
2},
PAGES = {524--532},
MONTH = NOV,
ADDRESS = {San Mateo, CA},
PUBLISHER = {Morgan Kaufmann},
YEAR = {1989},
KEY = {Cascade-Correlation}
}
@ARTICLE{falkanhainer:mlj86,
AUTHOR = {Brian C. Falkenhainer and Ryszard Michalski},
TITLE = {Integrating Quantitative and Qualitative Discovery:
The {ABACUS} system},
JOURNAL = {Machine Learning},
VOLUME = {1},
YEAR = {1986},
PAGES = {367--401}
}
@INCOLLECTION{falkenhainer:bkchapter90,
TITLE = {A Unified Approach to Explanation and Theory
Formation},
AUTHOR = {Brian C. Falkenhainer},
BOOKTITLE = {Computational Models of Scientific Discovery and
Theory Formation},
EDITOR = {Jeff Shrager and Pat Langley},
PAGES = {157--196},
PUBLISHER = {Morgan Kaufmann},
YEAR = {1990}
}
@PHDTHESIS{falkenhainer:thesis88,
TITLE = {Learning from Physical Analogies: {A} Study in Analogy
and the Explanation Process},
AUTHOR = {Brian C. Falkenhainer},
SCHOOL = {University of Illinois at Urbana-Champaign},
YEAR = {1988}
}
@INCOLLECTION{fargher:bkchapter94,
AUTHOR = {Hugh Fargher and Richard Smith},
TITLE = {Planning in a Flexible Semiconductor Manufacturing
Environment},
BOOKTITLE = {Intelligent Scheduling},
EDITOR = {Monte Zweben and Mark Fox},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Francisco, CA},
PAGES = {545--580},
YEAR = {1994},
KEY = {}
}
@PHDTHESIS{farquhar:thesis93,
AUTHOR = {Adam Farquhar},
TITLE = {Automated Modeling of Physical Systems in the Presence
of Incomplete Knowledge},
NOTE = {Technical Report AI93-207},
SCHOOL = {Artificial Intelligence Laboratory, University of
Texas},
YEAR = {1993}
}
@INCOLLECTION{fayyad:bkchapter96,
TITLE = {From Data Mining to Knowledge Discovery},
AUTHOR = {Usama M. Fayyad and Gregory Piatetsky-Shapiro and
Padhraic Smyth},
BOOKTITLE = {Advances in Knowledge Discovery and Data Mining},
EDITOR = {Usama M. Fayyad and Gregory Piatetsky-Shapiro and
Padhraic Smyth and Ramasamy Uthurusamy},
PUBLISHER = {MIT Press},
ADDRESS = {Cambridge, Mass.},
PAGES = {1--34},
YEAR = {1996},
KEY = {KDD}
}
@ARTICLE{fayyad:de98,
TITLE = {Learning Logical Definitions from Relations},
AUTHOR = {Usama M. Fayyad},
JOURNAL = {Data Engineering},
VOLUME = {21},
NUMBER = {1},
PAGES = {39--48},
YEAR = {1998}
}
@INPROCEEDINGS{fayyad:kdd98,
AUTHOR = {Usama M. Fayyad and Cory Reina and P. S. Bradley},
TITLE = {Initialization of Iterative Refinement Clustering
Algorithms},
BOOKTITLE = {Proceedings of the Fourth International Conference on
Knowledge Discovery and Data Mining (KDD-98)},
PAGES = {194--198},
YEAR = {1998}
}
@INPROCEEDINGS{fayyad:ml93,
TITLE = {{SKICAT}: {A} Machine Learning System for Automated
Cataloging of Large Scale Sky Surveys},
AUTHOR = {Usama M. Fayyad and Nicholas Weir and S. George
Djorgovski},
BOOKTITLE = {Proceedings of the Tenth International Conference on
Machine Learning (ICML-93)},
PAGES = {112--119},
MONTH = JUN,
ADDRESS = {Amherst, MA},
YEAR = {1993},
KEY = {}
}
@ARTICLE{fayyad:mlj92,
TITLE = {On the Handling of Continuous-Valued Attributes in
Decision Tree Generation},
AUTHOR = {Usama M. Fayyad and Keki B. Irani},
JOURNAL = {Machine Learning},
VOLUME = {8},
NUMBER = {1},
PAGES = {87--102},
YEAR = {1992},
KEY = {ID3}
}
@BOOK{fedorov:bk72,
AUTHOR = {V. Federov},
TITLE = {Theory of optimal experiments},
PUBLISHER = {Academic Press},
YEAR = 1972
}
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TITLE = {Miniature Language Acquisition: {A} touchstone for
Cognitive Science},
AUTHOR = {Jerome Feldman and George Lakoff and Andreas Stolcke
and Susan Weber},
BOOKTITLE = {Proceedings of the Twelfth Annual Conference of the
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PAGES = {686--693},
ADDRESS = {Cambridge, MA},
YEAR = {1990}
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@PROCEEDINGS{feldman:ijcai99-wkshp,
TITLE = {Proceedings of the Sixteenth International
Joint Conference on Artificial Intelligence (IJCAI-99)
Workshop on Text Mining: Foundations, Techniques and
Applications},
EDITOR = {Ronen Feldman},
ADDRESS = {Stockholm, Sweden},
MONTH = AUG,
YEAR = {1999}
}
@INPROCEEDINGS{feldman:kdd95,
AUTHOR = {Ronen Feldman and Ido Dagan},
TITLE = {Knowledge Discovery in Textual Databases ({KDT})},
BOOKTITLE = {Proceedings of the First International Conference on
Knowledge Discovery and Data Mining (KDD-95)},
YEAR = {1995},
PAGES = {112--117},
ADDRESS = {Montreal, Canada}
}
@INPROCEEDINGS{feldman:kdd96,
TITLE = {Mining Associations in Text in the Presence of
Background Knowledge},
AUTHOR = {Ronen Feldman and Haym Hirsh},
BOOKTITLE = {Proceedings of the Second International Conference on
Knowledge Discovery and Data Mining (KDD-96)},
PAGES = {343--346},
ADDRESS = {Portland, OR},
MONTH = AUG,
YEAR = {1996}
}
@INPROCEEDINGS{feldman:ml91,
TITLE = {Incremental Refinement of Approximate Domain
Theories},
AUTHOR = {Ronen Feldman and Alberto Maria Segre and Moshe
Koppel},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Machine Learning},
PAGES = {500--504},
MONTH = JUN,
ADDRESS = {Evanston, IL},
YEAR = {1991},
KEY = {}
}
@MISC{feldman:ntl95,
TITLE = {The Neural Theory of Language Project {\footnotesize
\verb+http://www.icsi.berkeley.edu/NTL+}},
AUTHOR = {Jerome Feldman and George Lakoff and Lokendra
Shastri},
YEAR = {1995},
HOWPUBLISHED = {International Computer Science Institute, University
of California, Berkeley, CA}
}
@INPROCEEDINGS{feldman:pakm98,
AUTHOR = {Ronen Feldman and Moshe Fresko and Haym Hirsh and
Yonatan Aumann and Orly Liphstat and Yonatan Schler and
Martin Rajman},
TITLE = {Knowledge Management: {A} Text Mining Approach},
BOOKTITLE = {Proceedings of Second International Conference on
Practical Aspects of Knowledge Management (PAKM-98)},
EDITOR = {Ulrich Reimer},
ADDRESS = {Basel, Switzerland},
PAGES = {9.1--9.10},
MONTH = OCT,
YEAR = {1998}
}
@PHDTHESIS{feldman:thesis93,
AUTHOR = {Ronen Feldman},
TITLE = {Probabilistic Revision of Logical Domain Theories},
SCHOOL = {Department of Computer Science, Cornell University},
MONTH = MAY,
YEAR = {1993},
ADDRESS = {Ithaca, NY},
NOTE = {}
}
@BOOK{fellbaum:book98,
AUTHOR = {Christiane D. Fellbaum},
TITLE = {{WordNet}: An Electronic Lexical Database},
PUBLISHER = {MIT Press},
ADDRESS = {Cambridge, MA},
YEAR = {1998}
}
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AUTHOR = {I. P. Fellegi and A. B. Sunter},
TITLE = {A Theory for Record Linkage},
JOURNAL = {Journal of the American Statistical Association},
VOLUME = {64},
NUMBER = {328},
MONTH = DEC,
YEAR = {1969},
PAGES = {1183--1210}
}
@INPROCEEDINGS{fern:ml03,
AUTHOR = {Xiaoli Fern and Carla Brodley},
TITLE = {Random Projection for High Dimensional Data Clustering: A Cluster Ensemble Approach},
BOOKTITLE = {Proceedings of 20th International Conference on Machine
Learning (ICML-2003)},
YEAR = 2003
}
@ARTICLE{fikes:ai71,
AUTHOR = {Richard E. Fikes and Nils J. Nilsson},
TITLE = {{STRIPS}: {A} New Approach to the Application of
Theorem Proving to Problem Solving},
JOURNAL = {Artificial Intelligence},
YEAR = {1971},
VOLUME = {2},
NUMBER = {3/4},
NOTES = {strips}
}
@ARTICLE{fikes:ai72,
TITLE = {Learning and Executing Generalized Robot Plans},
AUTHOR = {Richard E. Fikes and Peter E. Hart and Nils J.
Nilsson},
JOURNAL = {Artificial Intelligence},
VOLUME = {3},
NUMBER = {4},
PAGES = {251--288},
YEAR = {1972},
KEY = {ebl robotics planning strips}
}
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AUTHOR = {Charles J. Fillmore},
TITLE = {The Case for Case},
BOOKTITLE = {Universals in Linguistic Theory},
EDITOR = {E. Bach and R. T. Harms},
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ADDRESS = {New York},
YEAR = {1968},
KEY = {}
}
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AUTHOR = {Fillmore, Charles J. and Baker and Collin F. and Sato, Hiroaki},
TITLE = {The {FrameNet} Database and Software Tools},
BOOKTITLE = {Proceedings of the Third International Conference on Language Resources and Evaluation (LREC)},
PAGES = {1157--1160},
ADDRESS = {Las Palmas},
YEAR = {2000}
}
@INPROCEEDINGS{finkelstein-landau:oegii99,
AUTHOR = {Michal Finkelstein-Landau and Emmanuel Morin},
TITLE = {Extracting Semantic Relationships between Terms:
Supervised vs. Unsupervised Methods},
BOOKTITLE = {Proceedings of International Workshop on Ontological
Engineering on the Global Information Infrastructure},
ADDRESS = {Dagstuhl Castle, Germany},
PAGES = {71--80},
MONTH = MAY,
YEAR = {1999}
}
@BOOK{finn:book96,
AUTHOR = {Theodore Wilbur Anderson and Jeremy D. Finn},
TITLE = {The New Statistical Analysis of Data},
PUBLISHER = {Springer Verlag},
ADDRESS = {New York},
YEAR = {1996}
}
@ARTICLE{finn:ml98,
AUTHOR = {Paul W. Finn and Stephen Muggleton and David Page and Ashwin Srinivasan},
TITLE = {Pharmacophore Discovery Using the Inductive Logic Programming System {PROGOL}},
JOURNAL = {Machine Learning},
VOLUME = {30},
NUMBER = {2-3},
PAGES = {241-270},
YEAR = {1998}
}
@INCOLLECTION{fisher:bkchapter94,
TITLE = {When it is better to receive than to give: Syntactic
and conceptual constraints on vocabulary growth},
AUTHOR = {Cynthia Fisher},
BOOKTITLE = {The Acquisition of the Lexicon},
EDITOR = {L. Gleitman and B. Landau},
PAGES = {333--375},
PUBLISHER = {MIT Press},
ADDRESS = {Cambridge, MA},
YEAR = {1994}
}
@ARTICLE{fisher:eugenics36,
AUTHOR = {R. A. Fisher},
TITLE = {The use of multiple measurements in taxonomic
problems},
JOURNAL = {Annual Eugenics},
VOLUME = {7},
PAGES = {179--188},
YEAR = {1936},
KEYWORD = {Iris data set}
}
@INPROCEEDINGS{fisher:ijcai89,
TITLE = {An Empirical Comparison of {ID3} and Backpropagation},
AUTHOR = {Douglas H. Fisher and Kathleen B. McKusick},
BOOKTITLE = {Proceedings of the Eleventh International Joint
Conference on Artificial Intelligence (IJCAI-89)},
PAGES = {788--793},
MONTH = AUG,
YEAR = {1989},
ADDRESS = {Detroit, MI},
KEY = {}
}
@ARTICLE{fisher:mlj87,
TITLE = {Knowledge Acquisition Via Incremental Conceptual
Clustering},
AUTHOR = {Douglas H. Fisher},
JOURNAL = {Machine Learning},
VOLUME = {2},
PAGES = {139--172},
YEAR = {1987},
KEY = {COBWEB}
}
@ARTICLE{flann:mlj89,
TITLE = {A Study of Explanation-based Methods for Inductive
Learning},
AUTHOR = {Nicholas S. Flann and Thomas G. Dietterich},
JOURNAL = {Machine Learning},
VOLUME = {4},
NUMBER = {2},
PAGES = {187--226},
YEAR = {1989},
KEY = {IOE EBL/SBL}
}
@TECHREPORT{flann:tr88,
TITLE = {A Study of Explanation-Based Methods for Inductive
Learning},
AUTHOR = {Nicholas S. Flann and Thomas G. Dietterich},
NUMBER = {88-30-11},
INSTITUTION = {DCS, Oregon State University},
ADDRESS = {Corvallis, OR},
YEAR = {1988},
KEY = {IOE}
}
@INCOLLECTION{flener:bkchapter97,
TITLE = {Inductive Logic Program Synthesis with {DIALOGS}},
AUTHOR = {Pierre Flener},
BOOKTITLE = {Inductive Logic Programming: Selected papers from the
6th International Workshop},
EDITOR = {Stephen Muggleton},
PUBLISHER = {Springer Verlag},
ADDRESS = {Berlin},
PAGES = {175--198},
YEAR = {1997},
KEY = {ILP, abind}
}
@INPROCEEDINGS{forbus:aaai88,
AUTHOR = {Kenneth D. Forbus and Johan de Kleer},
TITLE = {Focusing the {ATMS}},
BOOKTITLE = {Proceedings of the Seventh National Conference on
Artificial Intelligence (AAAI-88)},
YEAR = {1988},
PAGES = {193--198},
ADDRESS = {St. Paul, Minnesota}
}
@ARTICLE{forbus:ai84,
TITLE = {Qualitative Process Theory},
AUTHOR = {Kenneth D. Forbus},
JOURNAL = {Artificial Intelligence},
VOLUME = {24},
PAGES = {85--168},
YEAR = {1984},
KEY = {qp qpt}
}
@BOOK{forbus:book93,
AUTHOR = {Kenneth D. Forbus and Johan de Kleer},
TITLE = {Building Problem Solvers},
PUBLISHER = {MIT Press},
YEAR = {1993},
ADDRESS = {Cambridge, Massachusetts}
}
@ARTICLE{foulser:ai92,
AUTHOR = {David E. Foulser and Ming Li and Qiang Yang},
TITLE = {Theory and algorithms for plan merging},
JOURNAL = {Artificial Intelligence},
YEAR = {1992},
VOLUME = {52},
PAGES = {143--181},
NOTES = {static}
}
@BOOK{frakes:book92,
EDITOR = {William B. Frakes and Ricardo A. Baeza-Yates},
AUTHOR = {},
TITLE = {Information Retrieval: Data Structures and
Algorithms},
PUBLISHER = {Prentice Hall},
YEAR = {1992}
}
@BOOK{francis:brown82,
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Grammar},
AUTHOR = {W. Nelson Francis and Henry Kucera},
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ADDRESS = {Boston},
YEAR = {1982},
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}
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AUTHOR = {David W. Franke and Daniel Dvorak},
TITLE = {Component-connection models},
BOOKTITLE = {Model-Based Reasoning Workshop: IJCAI-89},
YEAR = {1989},
ADDRESS = {Detroit, Michigan},
MONTH = AUG
}
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TITLE = {The {U}pstart Algorithm: {A} Method for Constructing
and Training Feedforward Neural Networks},
AUTHOR = {Marcus Frean},
JOURNAL = {Neural Computation},
VOLUME = {2},
PAGES = {198--209},
YEAR = {1990},
KEY = {The Upstart Algorithm}
}
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TITLE = {Boosted Wrapper Induction},
AUTHOR = {Dayne Freitag and Nicholas Kushmerick},
BOOKTITLE = {Proceedings of the Seventeenth National Conference on
Artificial Intelligence (AAAI-2000)},
PUBLISHER = {AAAI Press / The MIT Press},
ADDRESS = {Austin, TX},
PAGES = {577--583},
MONTH = JUL,
YEAR = {2000}
}
@INPROCEEDINGS{freitag:aaai00b,
TITLE = {Information Extraction with {HMM} Structures Learned
by Stochastic Optimization},
AUTHOR = {Dayne Freitag and Andrew McCallum},
BOOKTITLE = {Proceedings of the Seventeenth National Conference on
Artificial Intelligence (AAAI-2000)},
PUBLISHER = {AAAI Press / The MIT Press},
ADDRESS = {Austin, TX},
YEAR = {2000}
}
@INPROCEEDINGS{freitag:aaai98,
AUTHOR = {Dayne Freitag},
TITLE = {Information Extraction From {HTML}: Application of a
General Learning Approach},
BOOKTITLE = {Proceedings of the Fifteenth National Conference on
Artificial Intelligence (AAAI-98)},
PUBLISHER = {AAAI Press / The MIT Press},
YEAR = {1998},
ADDRESS = {Madison, WI},
MONTH = JUL,
PAGES = {517--523}
}
@INPROCEEDINGS{freitag:acl98,
AUTHOR = {Dayne Freitag},
TITLE = {Toward General-Purpose Learning for Information
Extraction},
BOOKTITLE = {Proceedings of the 36th Annual Meeting of the
Association for Computational Linguistics and COLING-98
(ACL/COLING-98)},
YEAR = {1998},
PAGES = {404--408},
ADDRESS = {Montreal, Quebec}
}
@INPROCEEDINGS{freitag:ml-ie-wkshp99,
AUTHOR = {Dayne Freitag and Andrew McCallum},
TITLE = {Information extraction with {HMM}s and shrinkage},
BOOKTITLE = {Papers from the Sixteenth National Conference
on Artificial Intelligence (AAAI-99) Workshop on
Machine Learning for Information Extraction},
ADDRESS = {Orlando, FL},
PAGES = {31--36},
YEAR = {1999}
}
@INPROCEEDINGS{freitag:ml98,
AUTHOR = {Dayne Freitag},
TITLE = {Multi-Strategy Learning for Information Extraction},
BOOKTITLE = {Proceedings of the Fifteenth International Conference
on Machine Learning (ICML-98)},
YEAR = {1998},
ADDRESS = {Madison, WI},
MONTH = JUL,
PAGES = {161--169}
}
@INPROCEEDINGS{freitag:mlwkshop97,
AUTHOR = {Dayne Freitag},
TITLE = {Using Grammatical Inference to Improve Precision in
Information Extraction},
BOOKTITLE = {Working Notes of the ICML-97 Workshop on Automata
Induction, Grammatical Inference and Language
Acquisition},
MONTH = JUL,
YEAR = {1997},
PAGES = {},
ADDRESS = {Nashville, TN}
}
@INPROCEEDINGS{freund:icml96,
AUTHOR = {Y. Freund and R. E. Schapire},
TITLE = {Experiments with a New Boosting Algorithm},
BOOKTITLE = {Proceedings of the {T}hirteenth {I}nternational
{C}onference on {M}achine {L}earning},
PAGES = {148-156},
ADDRESS = {Bari, Italy},
PUBLISHER = {Morgan Kaufmann},
YEAR = 1996
}
@INPROCEEDINGS{freund:icml99,
AUTHOR = {Y. Freund and L. Mason},
TITLE = {The alternating decision tree learning algorithm},
BOOKTITLE = {Proceedings of the Sixteenth International Conference
on Machine Learning (ICML-99)},
ADDRESS = {Bled, Slovenia},
YEAR = 1999
}
@INPROCEEDINGS{freund:ml96,
AUTHOR = {Yoav Freund and Robert E. Schapire},
TITLE = {Experiments with a New Boosting Algorithm},
BOOKTITLE = {Proceedings of the Thirteenth International Conference
on Machine Learning (ICML-96)},
EDITOR = {Lorenza Saitta},
YEAR = {1996},
PUBLISHER = {Morgan Kaufmann},
MONTH = JUL,
KEY = {boosting adaboost}
}
@INPROCEEDINGS{freund:ml98,
AUTHOR = {Yoav Freund and Raj Iyer and Robert E. Schapire and
Yoram Singer},
TITLE = {An efficient boosting algorithm for combining
preferences},
BOOKTITLE = {Proceedings of {ICML}-98, 15th International
Conference on Machine Learning},
EDITOR = {Jude W. Shavlik},
PAGES = {170--178},
ADDRESS = {Madison, US},
PUBLISHER = {Morgan Kaufmann Publishers, San Francisco, US},
YEAR = 1998
}
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TITLE = {Selective Sampling Using the Query by Committee
Algorithm},
AUTHOR = {Yoav Freund and H. Sebastian Seung and Eli Shamir and
Naftali Tishby},
JOURNAL = {Machine Learning},
VOLUME = {28},
PAGES = {133--168},
YEAR = {1997}
}
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YEAR = 2001,
VOLUME = 47,
NUMBER = 2,
PAGES = {498--519}
}
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AUTHOR = {Nir Friedman and Moises Goldszmidt},
TITLE = {Building Classifiers using {B}ayesian Networks},
BOOKTITLE = {Proceedings of the Thirteenth National Conference on
Artificial Intelligence (AAAI-96)},
YEAR = {1996},
MONTH = AUG,
PAGES = {1277--1284}
}
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YEAR = {1991},
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JOURNAL = {The Annals of Statistics},
VOLUME = {19},
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KEYWORDS = {}
}
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AUTHOR = {C. Friedman and P. Kra and H. Yu and M. Krauthammer and A. Rzhetsky},
TITLE = {{GENIES}: A Natural-Language Processing System for the Extraction of Molecular Pathways from Journal Articles},
JOURNAL = {Bioinformatics},
VOLUME = {17},
PAGES = {S74-S82},
NOTE = {Supplement 1},
YEAR = {2001}
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TITLE = {On Bias, Variance, 0/1-Loss, and the
Curse-of-Dimensionality},
JOURNAL = {Data Mining and Knowledge Discovery},
VOLUME = {1},
NUMBER = {1},
PAGES = {55--77},
YEAR = 1997
}
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TITLE = {Challenge: What is the Impact of {Bayesian} Networks
on Learning?},
AUTHOR = {Nir Friedman and Moises Goldszmidt and David Heckerman
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BOOKTITLE = {Proceedings of the Fifteenth International Joint
Conference on Artificial Intelligence (IJCAI-97)},
YEAR = {1997},
PAGES = {10--15},
ADDRESS = {Nagoya, Japan},
KEY = {Bayes nets}
}
@INPROCEEDINGS{friedman:ijcai99,
TITLE = {Learning Probabilistic Relational Models},
AUTHOR = {Nir Friedman and Lise Getoor and Daphne Koller and Avi
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BOOKTITLE = {Proceedings of the Sixteenth International Joint
Conference on Artificial Intelligence (IJCAI-99)},
YEAR = {1999},
ADDRESS = {Stockholm, Sweden}
}
@ARTICLE{friedman:kdd97,
AUTHOR = {Jerome H. Friedman},
TITLE = {On Bias, Variance, 0/1-Loss, and the
Curse-of-Dimensionality.},
JOURNAL = {Data Mining and Knowledge Discovery},
VOLUME = {1},
NUMBER = {1},
PAGES = {55-77},
YEAR = 1997
}
@ARTICLE{friedman:ms77,
TITLE = {An Algorithm for Finding Best Matches in Logarithmic
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NUMBER = {3},
PAGES = {209--226},
YEAR = {1977},
KEY = {k-d trees, nearest neighbor}
}
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AUTHOR = {J. Friedman},
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NUMBER = {113},
YEAR = {1994}
}
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TITLE = {Integration of Neural Heuristics into Knowledge-based
Inference},
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NUMBER = {3},
PAGES = {325--339},
YEAR = {1989},
KEY = {}
}
@ARTICLE{fu:ieeesmc93,
TITLE = {Knowledge-based Connectionism for Revising Domain
Theories},
AUTHOR = {Li Min Fu},
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VOLUME = {23},
NUMBER = {1},
PAGES = {173--182},
YEAR = {1993},
KEY = {Fu}
}
@PROCEEDINGS{fu:isiknh94,
TITLE = {Proceedings of the International Symposium on
Integrating Knowledge and Neural Heuristics},
YEAR = {1994},
EDITOR = {Li Min Fu},
MONTH = MAY
}
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TITLE = {Selective Sampling for Example-based Word Sense
Disambiguation},
AUTHOR = {Atsushi Fujii and Kentaro Inui and Takenobu Tokunaga
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NUMBER = {4},
PAGES = {573--598},
YEAR = {1998}
}
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BOOKTITLE = {Proceedings of the 3rd Pacific Symposium on
Biocomputing},
YEAR = {1998},
PAGES = {707--718}
}
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TITLE = {Representation and Acquisition of Verbal Polysemy},
AUTHOR = {Fumiyo Fukumoto and Jun'ichi Tsujii},
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Representation and Acquisition of Lexical Knowledge:
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YEAR = {1995},
PAGES = {39--44},
MONTH = MAR,
ADDRESS = {Stanford, CA}
}
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Machinery},
YEAR = {1995},
VOLUME = {38},
NUMBER = {3},
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BOOKTITLE = {Proceedings of the 16th Annual Conference on Computational Learning Theory (COLT)},
YEAR = {2003}
}
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BOOKTITLE = {Proceedings of Sixteenth Conference on Neural Information Processing Systems (NIPS)},
PUBLISHER = {MIT Press},
YEAR = {2002}
}
@INPROCEEDINGS{furnkranz:textcat-wkshp98,
TITLE = {A Case Study in Using Linguistic Phrases for Text
Categorization on the {WWW}},
AUTHOR = {Johannes F{\"{u}}rnkranz and Tom Mitchell and Ellen
Riloff},
BOOKTITLE = {Papers from the AAAI-98 Workshop on Text
Categorization},
YEAR = {1998},
PAGES = {5--12},
ADDRESS = {Madison, WI}
}
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BOOKTITLE = {Proceedings of the 29th Annual Meeting of the
Association for Computational Linguistics (ACL-91)},
YEAR = {1991},
PAGES = {177--184}
}
@INPROCEEDINGS{gale:acl92,
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Yarowsky},
TITLE = {Estimating Upper and Lower Bounds on the Performance
of Word-Sense Disambiguation Programs},
BOOKTITLE = {Proceedings of the 30th Annual Meeting of the
Association for Computational Linguistics (ACL-92)},
YEAR = {1992},
PAGES = {249--256},
ADDRESS = {Newark, Delaware}
}
@ARTICLE{gale:ch92,
TITLE = {A Method for Disambiguating Word Senses in a Large
Corpus},
AUTHOR = {William A. Gale and Kenneth Ward Church and David
Yarowsky},
JOURNAL = {Computers and the Humanities},
VOLUME = {26},
PAGES = {415--439},
YEAR = {1992},
KEY = {}
}
@INPROCEEDINGS{gale:snlw91,
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TITLE = {Identifying Word Correspondences in Parallel Texts},
BOOKTITLE = {Proceedings of the Fourth {DARPA} Speech and Natural
Language Workshop},
YEAR = {1991}
}
@INPROCEEDINGS{galhardas:vldb01,
AUTHOR = {Helena Galhardas and Daniela Florescu and Dennis
Shasha and Eric Simon and Cristian Saita},
TITLE = {Declarative data cleaning: Language, model, and
algorithms},
BOOKTITLE = {Proceedings of the 27th International Conference on
Very Large Databases (VLDB-2001)},
PAGES = {371--380},
ADDRESS = {Rome, Italy},
YEAR = 2001
}
@ARTICLE{gallant:cacm88,
TITLE = {Connectionist Expert Systems},
AUTHOR = {Stephen I. Gallant},
JOURNAL = {Communications of the Association for Computing
Machinery},
VOLUME = {31},
PAGES = {152--169},
YEAR = {1988},
KEY = {}
}
@TECHREPORT{gallant:tr85,
TITLE = {The Pocket Algorithm for Perceptron Learning},
AUTHOR = {Stephen I. Gallant},
NUMBER = {SG-85-19},
INSTITUTION = {Northeastern University College of Computer Science},
YEAR = {1985},
KEY = {Pocket Algorithm}
}
@BOOK{gardenfors:book88,
TITLE = {Knowledge In Flux: Modeling the Dynamics of Epistemic
States},
AUTHOR = {Peter G{\"{a}}rdenfors},
PUBLISHER = {MIT Press},
ADDRESS = {Cambridge, MA},
YEAR = {1988},
KEY = {}
}
@BOOK{gardenfors:book92,
TITLE = {Belief Revision},
EDITOR = {Peter G{\"{a}}rdenfors},
PUBLISHER = {Cambridge University Press},
ADDRESS = {Cambridge, England},
SERIES = {Cambridge Tracts in Theoretical Computer Science},
YEAR = {1992}
}
@BOOK{garey:book79,
TITLE = {Computers and Intractability: {A} Guide to the Theory
of {NP}-Completeness},
AUTHOR = {Michael Garey and David Johnson},
PUBLISHER = {Freeman},
ADDRESS = {New York, NY},
YEAR = {1979},
KEY = {}
}
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AUTHOR = {M. R. Garey and D. S. Johnson and H. S. Witsenhausen},
TITLE = {The complexity of the generalized {L}loyd-Max problem},
JOURNAL = {IEEE Transactions on Information Theory},
YEAR = {1982},
VOLUME = {28},
NUMBER = {2},
PAGES = {255-256}
}
@BOOK{gazdar:book89,
TITLE = {Natural Language Processing in Prolog},
AUTHOR = {Gerald Gazdar and Chris Mellish},
PUBLISHER = {Addison-Wesley},
ADDRESS = {New York},
YEAR = {1989},
KEY = {}
}
@BOOK{gazdar:gpsg95,
AUTHOR = {Gerald Gazdar and Ewan Klein and Geoffrey K. Pullum
and Ivan A. Sag},
TITLE = {Generalized Phrase Structure Grammar},
PUBLISHER = {Harvard University Press},
YEAR = {1982},
ADDRESS = {Cambridge, MA}
}
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TITLE = {Learning Causal Trees from Dependence Information},
AUTHOR = {Dan Geiger and Azaria Paz and Judea Pearl},
BOOKTITLE = {Proceedings of the Eighth National Conference on
Artificial Intelligence (AAAI-90)},
MONTH = AUG,
YEAR = {1990},
ADDRESS = {Boston,MA},
PAGES = {770--776}
}
@INPROCEEDINGS{gelfand:textcat-wkshp98,
TITLE = {Automated Concept Extraction from Plain Text},
AUTHOR = {Boris Gelfand and Marilyn Wulfekuler and William F.
Punch},
BOOKTITLE = {Papers from the AAAI-98 Workshop on Text
Categorization},
YEAR = {1998},
PAGES = {13--17},
ADDRESS = {Madison, WI}
}
@ARTICLE{geman:pami84,
AUTHOR = {Stuart Geman and Donald Geman},
TITLE = {Stochastic Relaxation, {G}ibbs Distributions and the
{B}ayesian Restoration of Images},
JOURNAL = {IEEE Transactions on Pattern Analysis and Machine
Intelligence},
YEAR = {1984},
VOLUME = {6},
PAGES = {721--742},
ANNOTE = {}
}
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AUTHOR = {Michael R. Genesereth},
TITLE = {The Use of Design Descriptions in Automated
Diagnosis},
JOURNAL = {Artificial Intelligence},
YEAR = {1984},
VOLUME = {24},
PAGES = {411--436}
}
@ARTICLE{gennari:ai89,
AUTHOR = {John H. Gennari and Pat Langley and Douglas Fisher},
TITLE = {Models of incremental concept formation},
JOURNAL = {Artificial Intelligence},
VOLUME = {40},
PAGES = {11--61},
YEAR = {1989}
}
@INCOLLECTION{gentner:noun,
TITLE = {Why nouns are learned before verbs: Linguistic
relativity versus natural partitioning},
AUTHOR = {Donald R. Gentner},
BOOKTITLE = {Language development: Volume 2, Language, thought and
culture},
EDITOR = {Stan A. Kuczaj},
PUBLISHER = {Erlbaum},
ADDRESS = {Hillsdale, NJ},
PAGES = {301--334},
YEAR = {1982}
}
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TITLE = {Papers from the {AAAI} Workshop on Learning
Statistical Models from Relational Data},
EDITOR = {Lise Getoor and David Jensen},
YEAR = {2000},
PUBLISHER = {AAAI Press},
ADDRESS = {Austin, TX}
}
@INPROCEEDINGS{ghahramani:nips94,
TITLE = {Supervised learning from incomplete data via the {EM} approach},
AUTHOR = {Z. Ghahramani and M. I. Jordan},
BOOKTITLE = {Advances in Neural Information Processing Systems 6},
PAGES = {120--127},
KEY = {semi-supervised},
YEAR = {1994}
}
@INPROCEEDINGS{ghani:icdm02,
AUTHOR = {Rayid Ghani and Andrew E. Fano},
TITLE = {Using Text Mining to Infer Semantic Attirbutes for
Retail Data Mining},
BOOKTITLE = {Proceedings of the 2002 IEEE International Conference
on Data Mining (ICDM-2002)},
PUBLISHER = {IEEE Computer Society},
ADDRESS = {Maebash City, Japan},
PAGES = {195--202},
MONTH = DEC,
YEAR = {2002}
}
@INPROCEEDINGS{ghani:kdd00-wkshp,
AUTHOR = {Rayid Ghani and Rosie Jones and Dunja Mladeni\'{c} and
Kamal Nigam and Sean Slattery},
TITLE = {Data Mining on Symbolic Knowledge Extracted from the
{W}eb},
BOOKTITLE = {Proceedings of the Sixth International
Conference on Knowledge Discovery and Data Mining
(KDD-2000) Workshop on Text Mining},
EDITOR = {Dunja Mladeni\'{c}},
ADDRESS = {Boston, MA},
MONTH = AUG,
PAGES = {29--36},
YEAR = {2000}
}
@TECHREPORT{gil:tr91,
TITLE = {A Specification of Manufacturing Processes for
Planning},
AUTHOR = {Yolanda Gil},
NUMBER = {CMU-CS-91-179},
INSTITUTION = {School of Computer Science, Carnegie Mellon
University},
ADDRESS = {Pittsburgh, PA},
YEAR = {1991},
KEY = {}
}
@ARTICLE{gildea:compling02,
TITLE = {Automated Labeling of Semantic Roles},
AUTHOR = {D. Gildea and D. Jurafsky},
JOURNAL = {Computational Linguistics},
VOLUME = {28},
NUMBER = {3},
PAGES = {245--288},
YEAR = {2002}
}
@INPROCEEDINGS{giles:dl98,
TITLE = {{CiteSeer}: An Automatic Citation Indexing System},
AUTHOR = {C. Lee Giles and Kurt Bollacker and Steve Lawrence},
BOOKTITLE = {Proceedings of the Third ACM Conference on Digital
Libraries},
YEAR = 1998,
MONTH = {June 23--26},
ADDRESS = {Pittsburgh, PA},
PAGES = {89--98},
KEY = {Clustering, Information integration}
}
@INCOLLECTION{gilmore:bkchapter88,
AUTHOR = {David Gilmore and John Self},
TITLE = {The Application of Machine Learning to Intelligent
Tutoring Systems},
BOOKTITLE = {Artificial Intelligence and Human Learning},
EDITOR = {John Self},
PUBLISHER = {Chapman and Hall},
CHAPTER = {11},
ADDRESS = {New York, NY},
YEAR = {1988}
}
@INPROCEEDINGS{ginsberg:aaai88,
TITLE = {Theory Revision via Prior Operationalization},
AUTHOR = {Allen Ginsberg},
BOOKTITLE = {Proceedings of the Seventh National Conference on
Artificial Intelligence (AAAI-88)},
ADDRESS = {St. Paul, MN},
MONTH = AUG,
PAGES = {590--595},
YEAR = {1988},
KEY = {pac learnability}
}
@INPROCEEDINGS{ginsberg:aaai88a,
TITLE = {Knowlege-Base Reduction: {A} New Apporach to Checking
Knowledge Bases for Inconsistency & Redundancy},
AUTHOR = {Allen Ginsberg},
BOOKTITLE = {Proceedings of the Seventh National Conference on
Artificial Intelligence (AAAI-88)},
ADDRESS = {St. Paul, MN},
MONTH = AUG,
PAGES = {585--589},
YEAR = {1988},
KEY = {pac learnability}
}
@INPROCEEDINGS{ginsberg:aaai90,
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ADDRESS = {Detroit, MI},
BOOKTITLE = {Proceedings of the Eighth National Conference on
Artificial Intelligence (AAAI-90)},
YEAR = {1990},
MONTH = JUL,
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KEY = {theory refinement}
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TITLE = {Automatic Knowledge Based Refinement for
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PAGES = {209--230}
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ADDRESS = {Ithaca, NY},
KEY = {ebl/sbl}
}
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}
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PUBLISHER = {MIT Press},
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YEAR = {1994}
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VOLUME = {39},
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YEAR = {1992},
VOLUME = {I},
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YEAR = 2000,
PUBLISHER = {ACM Press}
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TITLE = {Using Collaborative Filtering to Weave an Information
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JOURNAL = {Communications of the Association for Computing
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VOLUME = {35},
NUMBER = {12},
YEAR = {1992},
PAGES = {61--70}
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MONTH = JUL,
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YEAR = {1991},
KEY = {Anapron}
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YEAR = {1999},
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VOLUME = {34},
PAGES = {107--130},
KEY = {NLL}
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National Conference on Artificial Intelligence},
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ADDRESS = {St. Paul, MN}
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YEAR = {1989},
ADDRESS = {Detroit, Michigan}
}
@PHDTHESIS{goldman:thesis90,
AUTHOR = {Robert P. Goldman},
TITLE = {A Probabilistic Approach to Language Understanding},
SCHOOL = {Department of Computer Science, Brown University},
MONTH = DEC,
YEAR = {1990},
ADDRESS = {Providence, RI},
NOTE = {Technical Report CS-90-34}
}
@TECHREPORT{goldszmidt:tr98,
AUTHOR = {Moises Goldszmidt and Mehran Sahami},
TITLE = {A Probabilistic Approach to Full-Text Document Clustering},
INSTITUTION = {SRI International},
YEAR = {1998},
NUMBER = {ITAD-433-MS-98-044}
}
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AUTHOR = {Juan Francisco Gomez-Lopera and Jose Martinez-Aroza and Aureliano M. Robles-Perez and Ramon Roman-Roldan},
TITLE = {An Analysis of Edge Detection by Using the {J}ensen-{S}hannon Divergence},
JOURNAL = {Journal of Mathematical Imaging and Vision},
VOLUME = {13},
NUMBER = {1},
YEAR = {2000},
ISSN = {0924-9907},
PAGES = {35--56},
PUBLISHER = {Kluwer Academic Publishers}
}
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TITLE = {Combining Collaborative Filtering with Personal Agents
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AUTHOR = {Nathaniel Good and J. Ben Schafer and Joseph A.
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L. Herlocker and John Riedl},
BOOKTITLE = {Proceedings of the Sixteenth National Conference on
Artificial Intelligence (AAAI-99)},
ADDRESS = {Orlando, FL},
MONTH = JUL,
PAGES = {439--446},
KEY = {recommender systems, content-based},
YEAR = {1999}
}
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Association for Computational Linguistics (ACL-96)},
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PAGES = {177--183},
ADDRESS = {Santa Cruz, CA}
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YEAR = {1996},
PAGES = {143--152},
ADDRESS = {Philadelphia, PA}
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VOLUME = {20},
NUMBER = {1/2},
PAGES = {5--22},
YEAR = {1995},
KEY = {}
}
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YEAR = 1982
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Artificial Intelligence (AAAI-80)},
YEAR = {1980},
PAGES = {301--305},
ADDRESS = {Stanford, California}
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Conference on Artificial intelligence (IJCAI-77)},
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YEAR = {1977}
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@PHDTHESIS{granger:thesis80,
AUTHOR = {Richard Horace {Granger Jr.}},
TITLE = {Adaptive Understanding: Correcting Erroneous
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SCHOOL = {Department of Computer Science, Yale University},
MONTH = JAN,
YEAR = {1980},
ADDRESS = {New Haven, CT},
NOTE = {Technical Report 171}
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PAGES = {235--240},
MONTH = JUL,
YEAR = {1992},
ADDRESS = {San Jose, CA},
KEY = {}
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TITLE = {A Hybrid Approach to Guaranteed Effective Control
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BOOKTITLE = {Proceedings of the Eighth International Workshop on
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PAGES = {509--513},
MONTH = JUN,
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YEAR = {1991}
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BOOKTITLE = {Proceedings of the 27th International Conference on
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EDITOR = {Peter M. G. Apers and Paolo Atzeni and Stefano Ceri
and Stefano Paraboschi and Kotagiri Ramamohanarao and
Richard T. Snodgrass},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {Rome, Italy},
PAGES = {491--500},
MONTH = SEP,
YEAR = {2001}
}
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PAGES = {207--216},
YEAR = {1963},
NOTE = {Reprinted in {\it Readings in Natural Language
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KEY = {LUNAR}
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JOURNAL = {Artificial Intelligence},
VOLUME = {139},
NUMBER = {2},
PAGES = {137--174},
YEAR = {2002},
KEY = {}
}
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MONTH = AUG,
YEAR = {1989},
PAGES = {744--749},
ADDRESS = {Detroit, MI},
KEY = {}
}
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NOTE = {Division of Applied Mathematics}
}
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ADDRESS = {Cambridge, MA and London, England},
YEAR = {1981}
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Workshop on Text Mining (TextDM'2001)},
EDITOR = {Marko Grobelnik},
ADDRESS = {San Jose, CA},
MON = NOV,
YEAR = {2001}
}
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TITLE = {Papers from the Nineteenth International
Conference on Machine Learning (ICML-2002) Workshop on
Text Learning},
ADDRESS = {Sydney, Australia},
MONTH = JUL,
YEAR = {2002}
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TITLE = {Proceedings of the IJCAI-2003 Workshop on Text Mining
and Link-Analysis Workshop},
EDITOR = {Marko Grobelnik and Natasa Milic-Frayling and Dunja Maldeni\'{c}},
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ADDRESS = {Acapulco, Mexico},
MONTH = AUG,
YEAR = {2003}
}
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MONTH = AUG,
YEAR = {2003},
KEY = {text mining}
}
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VOLUME = {41},
NUMBER = {1},
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NUMBER = {2},
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YEAR = {1996}
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PAGES = {74--82},
ADDRESS = {Menlo Park, CA}
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VOLUME = {18},
NUMBER = {1},
PAGES = {1--50},
YEAR = {1994},
KEY = {nla}
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VOLUME = {30},
NUMBER = {1},
PAGES = {1--23},
YEAR = {1997}
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TITLE = {Net Worth: Shaping Markets When Customers Make the Rules},
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YEAR = 1999
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PAGES = {338--349},
ADDRESS = {Kauai, HI},
MONTH = JAN
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YEAR = {1986},
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PAGES = {568--572}
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AUTHOR = {Hans van Halteren},
TITLE = {Chunking with {WPDV} Models},
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YEAR = {2000},
PAGES = {154--156},
ADDRESS = {Lisbon, Portugal}
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AUTHOR = {Greg Hamerly and Charles Elkan},
TITLE = {Learning the $k$ in $k$-means},
BOOKTITLE = {Advances in Neural Information Processing Systems 15},
YEAR = {2003}
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AUTHOR = {Kristian Hammond and Robin Burke and Charles Martin
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TITLE = {{FAQ}-{F}inder: {A} case-based approach to knowledge
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BOOKTITLE = {Working Notes of AAAI Spring Symposium: Information
Gathering from Heterogeneous, Distributed
Environments},
PUBLISHER = {AAAI Press},
ADDRESS = {Stanford University},
YEAR = {1995},
PAGES = {69--73}
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on the First International Workshop},
JOURNAL = {AI Magazine},
YEAR = {1991},
VOLUME = {12},
NUMBER = {4},
PAGES = {15--23}
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JOURNAL = {AI Magazine},
YEAR = {1991},
VOLUME = {12},
NUMBER = {4},
PAGES = {15--23}
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TITLE = {Readings in Model-Based Diagnosis},
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ADDRESS = {San Mateo, CA}
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AUTHOR = {Walter Hamscher},
TITLE = {{XDE}: Diagnosing Devices with Hierarchic Structure
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YEAR = {1990},
PAGES = {48--54},
ADDRESS = {Santa Barbara, CA}
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AUTHOR = {Jiawei Han and Micheline Kamber},
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PUBLISHER = {Morgan Kaufmann},
YEAR = {2000},
ADDRESS = {San Francisco},
KEY = {KDD textbook}
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@INPROCEEDINGS{han:sigmod00,
AUTHOR = {Jiawei Han and Jian Pei and Yiwen Yin},
TITLE = {Mining Frequent Patterns without Candidate Generation},
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Conference on Management of Data (SIGMOD-2000)},
EDITOR = {Weidong Chen and Jeffrey F. Naughton and Philip A.
Bernstein},
PUBLISHER = {ACM},
ADDRESS = {Dallas, TX},
PAGES = {1--12},
MONTH = MAY,
YEAR = {2000},
NOTE = {SIGMOD Record 29(2)}
}
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large databases},
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Very Large Databases (VLDB-95)},
PAGES = {420--431},
ADDRESS = {Zurich, Switzerland},
YEAR = {1995}
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ADDRESS = {Cambridge, MA},
YEAR = {2001}
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AUTHOR = {Lars Kai Hansen and Peter Salamon},
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NUMBER = {10},
PAGES = {993-1001},
YEAR = 1990
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AUTHOR = {Stephen Jos\'{e} Hanson and Lorien Y. Pratt},
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1}},
ANNOTE = {[Collected papers of the {IEEE} Conference on Neural
Information Processing Systems - Natural and Synthetic,
Denver, Nov. 28-Dec. 1, 1988]},
TITLE = {Comparing Biases for Minimal Network Construction with
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Steven J. Maiorano},
TITLE = {Text and Knowledge Mining for Coreference Resolution},
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American Chapter of the Association for Computational
Linguistics (NAACL-2001)},
ADDRESS = {Pittsburgh, PA},
PAGES = {55--62},
MONTH = JUN,
YEAR = {2001}
}
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AUTHOR = {David Harel and Yehuda Koren},
TITLE = {Clustering Spatial Data Using Random Walks},
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Conference on Knowledge Discovery and Data Mining
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YEAR = {2001},
PAGES = {281--286}
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Using Statistical Ranking},
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PUBLISHER = {John Wiley \& Sons, Inc.},
VOLUME = {41},
NUMBER = {8},
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TITLE = {A Case Frame Learning Method for {Japanese} Polysemous
Verbs},
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Representation and Acquisition of Lexical Knowledge:
Polysemy, Ambiguity, and Generativity},
YEAR = {1995},
PAGES = {45--50},
MONTH = MAR,
ADDRESS = {Stanford, CA}
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@ARTICLE{haruno:mlj99,
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Ooyama},
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TITLE = {Using Decision Trees to Construct a Practical Parser},
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VOLUME = {34},
PAGES = {131--150},
KEY = {NLL}
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ADDRESS = {New York},
MONTH = AUG
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VOLUME = 18,
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TITLE = {The Ups and Downs of Lexical Acquisition},
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Artificial Intelligence (AAAI-94)},
YEAR = {1994},
PAGES = {754--759}
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}
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YEAR = {2002}
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YEAR = 2001,
PAGES = {192--201}
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EDITOR = {Judith L. Klavans and Philip Resnik},
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YEAR = {1996},
ADDRESS = {Cambridge, MA},
KEY = {EMNLP}
}
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TITLE = {Spectral Learning},
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Conference on Artificial Intelligence (IJCAI-2003)},
YEAR = 2003
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Manning},
TITLE = {From Instance-level Constraints to Space-level
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BOOKTITLE = {Proceedings of the The Nineteenth International
Conference on Machine Learning (ICML-2002)},
ADDRESS = {Sydney, Australia},
MONTH = JUL,
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YEAR = {2002}
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YEAR = {1970}
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BOOKTITLE = {Proceedings of the 40th IEEE Symposium on
Foundations of Computer Science (FOCS-99)},
YEAR = {1999},
PAGES = {14--23}
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Ronkainen and Hannu Toivonen and A. Inkeri Verkamo},
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YEAR = {1994},
MONTH = NOV
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Conference on Machine Learning (ICML-2000)},
ADDRESS = {Stanford, CA},
PAGES = {477--494},
MONTH = JUN,
YEAR = {2000}
}
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TITLE = {Learning Word Meanings by Instruction},
AUTHOR = {Kevin Knight},
ADDRESS = {Portland, Or},
BOOKTITLE = {Proceedings of the Thirteenth National Conference on
Artificial Intelligence (AAAI-96)},
YEAR = {1996},
MONTH = AUG,
PAGES = {447--454}
}
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AUTHOR = {Kevin Knight},
TITLE = {Automating Knowledge Acquisition for Machine
Translation},
JOURNAL = {AI Magazine},
YEAR = {1997},
VOLUME = {18},
NUMBER = {4},
PAGES = {81--96}
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TITLE = {Modeling Web Sources for Information Integration},
BOOKTITLE = {Proceedings of the Fifteenth National Conference on
Artificial Intelligence (AAAI-98)},
YEAR = {1998},
MONTH = JUL,
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PAGES = {211--218},
KEY = {Heterogenious source mediation, planning, Information
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YEAR = {1987},
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BOOKTITLE = {Proceedings of the European Conference on Machine
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YEAR = {1997}
}
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algorithms},
BOOKTITLE = {Proceedings of the Ninth European Conference on Machine
Learning (ECML-97)},
ADDRESS = {Prague},
PUBLISHER = {Springer Verlag},
YEAR = 1997
}
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TITLE = {Automatic Parameter Selection by Minimizing Estimated
Error},
AUTHOR = {Ron Kohavi and George H. John},
BOOKTITLE = {Proceedings of the Twelfth International Conference on
Machine Learning (ICML-95)},
PAGES = {304--312},
YEAR = {1995},
ADDRESS = {Tahoe City, CA}
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YEAR = {1996},
PUBLISHER = {Morgan Kaufmann},
MONTH = JUL
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YEAR = {1997},
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EDITION = {2nd}
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AUTHOR = {Teuvo Kohonen},
TITLE = {The Self-Organizing Map},
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YEAR = {1990}
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PUBLISHER = {AAAI Press / The MIT Press},
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PAGES = {580--587},
MONTH = JUL,
YEAR = {1998}
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JOURNAL = {Artificial Intelligence},
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KEY = {theory revision}
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YEAR = {1995},
ADDRESS = {Madrid, Spain}
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YEAR = {1992},
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Reusable Programs},
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ADDRESS = {MIT},
YEAR = {1994},
KEY = {GP2}
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Qualitative Reasoning about Physical Systems},
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PAGES = {295--301}
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AUTHOR = {Stefan Kramer and Nada Lavra\u{c} and Peter Flach},
TITLE = {Propositionalization Approaches to Relational Data
Mining},
BOOKTITLE = {Relational Data Mining},
EDITOR = {Sa\u{s}o D\u{z}eroski and Nada Lavra\u{c}},
PUBLISHER = {Springer Verlag},
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PAGES = {},
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KEY = {diversity committee}
}
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AUTHOR = {Miroslav Kubat and Robert C. Holte and Stan Matwin},
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VOLUME = {30},
NUMBER = {2--3},
PAGES = {195--215},
YEAR = {1998},
URL = {citeseer.nj.nec.com/kubat98machine.html}
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YEAR = {2000},
PAGES = {142--144},
ADDRESS = {Lisbon, Portugal}
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TITLE = {The Application of Semantic Classification Trees to
Natural Language Understanding},
AUTHOR = {Roland Kuhn and Renato {De Mori}},
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Intelligence},
VOLUME = {17},
NUMBER = {5},
PAGES = {449--460},
YEAR = {1995},
KEY = {NLL}
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AUTHOR = {Benjamin J. Kuipers},
TITLE = {Abstraction by Time-Scale in Qualitative Simulation},
BOOKTITLE = {Proceedings of the Sixth National Conference on
Artificial Intelligence (AAAI-87)},
YEAR = {1987},
PAGES = {621--625},
ADDRESS = {Seattle, WA}
}
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BOOKTITLE = {Proceedings of the Seventh National Conference on
Artificial Intelligence (AAAI-88)},
YEAR = {1988},
ADDRESS = {St. Paul, MN}
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TITLE = {Commonsense Reasoning about Causality: Deriving
Behavior from Structure},
JOURNAL = {Artificial Intelligence},
YEAR = {1984},
VOLUME = {24},
PAGES = {169--203}
}
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AUTHOR = {Benjamin J. Kuipers},
TITLE = {Qualitative Simulation},
JOURNAL = {Artificial Intelligence},
YEAR = {1986},
VOLUME = {29},
PAGES = {289--338}
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@BOOK{kuipers:book94,
AUTHOR = {Benjamin J. Kuipers},
TITLE = {Qualitative Reasoning: Modeling and Simulation with
Incomplete Knowledge},
PUBLISHER = {MIT Press},
ADDRESS = {Cambridge, MA},
YEAR = {1994}
}
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YEAR = {1984},
VOLUME = {8},
PAGES = {363--385}
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AUTHOR = {Benjamin J. Kuipers},
TITLE = {Qualitative Simulation in Medical Physiology:
{A} Progress Report},
INSTITUTION = {Laboratory for Computer Science, Massachusetts
Institute of Technology},
MONTH = JUN,
YEAR = {1985},
TYPE = {Technical Report},
NUMBER = {MIT/LCS/TM-280},
ADDRESS = {Cambridge, MA}
}
@UNPUBLISHED{kuipers:unpub91,
AUTHOR = {Benjamin J. Kuipers},
TITLE = {Qualitative Reasoning: Modeling and Simulation with
Incomplete Knowledge},
NOTE = {Book draft},
MONTH = MAY,
YEAR = {1991}
}
@UNPUBLISHED{kuipers:unpub92,
TITLE = {Self-Calibrating Models for Dynamic Monitoring and
Diagnosis},
NOTE = {Research Proposal to the NASA Ames Research Center},
AUTHOR = {Benjamin J. Kuipers},
INSTITUTION = {Department of Computer Sciences, University of Texas},
ADDRESS = {Austin, TX},
MONTH = JAN,
YEAR = {1992},
KEY = {}
}
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YEAR = {1992},
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}
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on Linguistic and Statistical Information},
BOOKTITLE = {Proceedings of the Fifteenth International
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YEAR = {1994},
PLACE = {Kyoto, Japan}
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MONTH = JUL,
PAGES = {68--73},
YEAR = {1995}
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AUTHOR = {J. Kupiec},
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YEAR = {1992},
VOLUME = {6},
PAGES = {225--242}
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TITLE = {Proceedings of the Seventeenth International Joint
Conference on Artificial Intelligence ({IJCAI}-2001)
Workshop on Adaptive Text Extraction and Mining},
EDITOR = {Nicholas Kushmerick},
PUBLISHER = {AAAI Press},
ADDRESS = {Seattle, WA},
MONTH = AUG,
YEAR = {2001}
}
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Doorenbos},
TITLE = {Wrapper Induction for Information Extraction},
PAGES = {729--735},
BOOKTITLE = {Proceedings of the Fifteenth International Joint
Conference on Artificial Intelligence (IJCAI-97)},
YEAR = {1997},
ADDRESS = {Nagoya, Japan},
KEY = {learning for IE}
}
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AUTHOR = {Chee-Keong Kwoh and Duncan Fyfe Gillies},
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JOURNAL = {Artificial Intelligence},
YEAR = {1996},
VOLUME = {88},
NUMBER = {1-2},
MONTH = DEC,
PAGES = {1--38}
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TITLE = {Learning with Idealized Kernels},
BOOKTITLE = {Proceedings of 20th International Conference on Machine
Learning (ICML-2003)},
PAGES = {400-407},
YEAR = {2003}
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YEAR = {1992},
KEY = {Expert Network Backprop}
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KEY = {}
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PUBLISHER = {MIT Press},
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PAGES = {195--247},
YEAR = {1988},
KEY = {past-tense}
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BOOKTITLE = {Proceedings of the Twelfth International Joint
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YEAR = {1991},
PAGES = {1123--1128},
ADDRESS = {Sydney, Australia}
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TITLE = {Conditional Random Fields: {P}robabilistic Models for
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BOOKTITLE = {ICML-2001},
YEAR = {2001}
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JOURNAL = {Machine Learning},
VOLUME = {1},
NUMBER = {1},
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YEAR = {1986},
KEY = {SOAR chunking ebl}
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YEAR = {1993}
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YEAR = {1994},
BOOKTITLE = {Proceedings of the Tenth Conference on Uncertainty in
Artificial Intelligence (UAI-94)},
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AUTHOR = {Jean-Charles Lamirel and Yannick Toussaint},
TITLE = {Combining Symbolic and Numeric Techniques for {DL} Contents
Classification and Analysis},
BOOKTITLE = {Proceedings of the First {DELOS} Network of Excellence Workshop
on Information Seeking, Searching and Quering in Digital Libraries},
ADDRESS = {Zurich, Switzerland},
MONTH = DEC,
YEAR = {2000}
}
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TITLE = {Cooperation of Abduction and Induction in Logic
Programming},
AUTHOR = {Evelina Lamma and Paola Mello and Fabrizio Riguzzi and
Floriana Esposito and Stefano Ferilli and Giovanni
Semeraro},
BOOKTITLE = {Abductive and Inductive Reasoning: Essays on their
Relation and Integration},
EDITOR = {Peter A. Flach and Antonis C. Kakas},
PUBLISHER = {Kluwer Academic Publishers},
ADDRESS = {Dordrecht, The Netherlands},
YEAR = {1998},
KEY = {abind}
}
@INCOLLECTION{landau:bkchapter94,
TITLE = {Where's what and what's where: the language of objects
in space},
AUTHOR = {Barbara Landau},
BOOKTITLE = {The Acquisition of the Lexicon},
EDITOR = {Linda R. Gleitman and Barbar Landau},
PAGES = {259--296},
PUBLISHER = {MIT Press},
ADDRESS = {Cambridge, MA},
YEAR = {1994}
}
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AUTHOR = {T. K. Landauer and S. T. Dumais},
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representation of knowledge},
JOURNAL = {Psychological Review},
YEAR = {1997},
VOLUME = {104},
PAGES = {211--240},
KEY = {LSA, LSI}
}
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YEAR = {2001},
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@INPROCEEDINGS{lang:ml95,
AUTHOR = {Ken Lang},
TITLE = {{NewsWeeder}: Learning to Filter Netnews},
BOOKTITLE = {Proceedings of the Twelfth International Conference on
Machine Learning (ICML-95)},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Francisco, CA},
YEAR = {1995},
PAGES = {331--339}
}
@INPROCEEDINGS{langley:aaai92,
AUTHOR = {Pat Langley and Wayne Iba and Kevin Thompson},
TITLE = {An analysis of {B}ayesian classifiers},
BOOKTITLE = {Proceedings of the Tenth National Conference on
Artificial Intelligence (AAAI-92)},
YEAR = {1992},
PAGES = {223--228}
}
@INPROCEEDINGS{langley:agents97,
AUTHOR = {Pat Langley},
TITLE = {Learning to Sense selectively in Physical domains},
BOOKTITLE = {Proceedings of the First International Conference on
Autonomous Agents (Agents-97)},
YEAR = {1997},
ADDRESS = {Marina del Rey, CA}
}
@INCOLLECTION{langley:bkchapter87,
AUTHOR = {Pat Langley and Jaime Carbonell},
TITLE = {Language Acquisition and Machine Learning},
BOOKTITLE = {Mechanisms of Language Acquisition},
EDITOR = {Brian MacWhinney},
PUBLISHER = {Lawrence Erlbaum and Associates},
ADDRESS = {Hillsdale, NJ},
PAGES = {115--155},
YEAR = {1987}
}
@BOOK{langley:book87,
AUTHOR = {Pat Langley and Herb Simon and Jan M. Zytkow Gary L.
Bradshaw},
TITLE = {Scientific Discovery},
PUBLISHER = {MIT Press},
YEAR = {1987},
KEY = {BACON}
}
@BOOK{langley:book96,
AUTHOR = {Pat Langley},
TITLE = {Elements of Machine Learning},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Francisco, CA},
YEAR = {1996}
}
@ARTICLE{langley:cabt82,
TITLE = {Language Acquisition through Error Recovery},
AUTHOR = {Pat Langley},
JOURNAL = {Cognition and Brain Theory},
VOLUME = {5},
YEAR = {1982},
KEY = {amber}
}
@ARTICLE{langley:cacm95,
TITLE = {Applications of Machine Learning and Rule Induction},
AUTHOR = {Pat Langley and Herbert A. Simon},
JOURNAL = {Communications of the Association for Computing
Machinery},
VOLUME = {38},
NUMBER = {11},
PAGES = {55--64},
YEAR = {1995},
KEY = {}
}
@ARTICLE{langley:cogscij85,
TITLE = {Learning to Search: From Weak Methods to Domain
Specific Heuristics},
AUTHOR = {Pat Langley},
JOURNAL = {Cognitive Science},
VOLUME = {9},
NUMBER = {2},
PAGES = {217--260},
YEAR = {1985},
KEY = {sbl ebl}
}
@INPROCEEDINGS{langley:gacai97,
AUTHOR = {Pat Langley},
TITLE = {Machine Learning for adaptive user interfaces},
BOOKTITLE = {Proceedings of the 21st German Annual Conference on
Artificial Intelligence},
YEAR = {1997},
PAGES = {53--62},
ADDRESS = {Freiburg, Germany}
}
@INPROCEEDINGS{langley:ml89,
TITLE = {Unifying Themes in Empirical and Explanation-Based
Learning},
AUTHOR = {Pat Langley},
BOOKTITLE = {Proceedings of the Sixth International Workshop on
Machine Learning},
MONTH = JUN,
YEAR = {1989},
ADDRESS = {Ithaca, NY},
PAGES = {2--4}
}
@INPROCEEDINGS{langley:ml91,
AUTHOR = {Pat Langley and John A. Allen},
TITLE = {The Acquisition of Human Planning Expertise},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Machine Learning},
PAGES = {80--84},
MONTH = JUN,
ADDRESS = {Evanston,IL},
YEAR = {1991}
}
@TECHREPORT{langley:tr80,
TITLE = {Finding Common Paths as a Learning Mechanism},
AUTHOR = {Pat Langley},
NUMBER = {CIP Working Parper No. 419},
INSTITUTION = {Carnegie Mellon University},
ADDRESS = {Pittsburgh, PA},
YEAR = {1980},
KEY = {}
}
@TECHREPORT{langley:tr84,
NUMBER = {CMU-RI-TR-84-7},
TITLE = {A machine learning approach to student modeling},
AUTHOR = {Pat Langley and Stellan Ohlsson and Stephanie Sage},
INSTITUTION = {Carnegie-Mellon University},
ADDRESS = {Pittsburgh, PA.},
YEAR = {1984},
KEY = {ACM original}
}
@UNPUBLISHED{langley:unpub94,
AUTHOR = {Pat Langley},
TITLE = {Simplicity and Representation Change in Grammar
Induction},
YEAR = {1994},
INSTITUTION = {Robotics Laboratory, Computer Science Dept., Standford
University},
ADDRESS = {Stanford, CA},
NOTE = {unpublished manuscript}
}
@INPROCEEDINGS{lansky:ijcai95,
TITLE = {Scope and Abstraction: Two Criteria for Localized
Planning},
AUTHOR = {Amy Lansky and Lise Getoor},
BOOKTITLE = {Proceedings of the Fourteenth International Joint
Conference on Artificial Intelligence (IJCAI-95)},
MONTH = AUG,
YEAR = {1995},
PAGES = {1612--1618},
ADDRESS = {Montreal, CA},
KEY = {COLLAGE}
}
@INPROCEEDINGS{lansky:sopl94,
AUTHOR = {Amy Lansky},
TITLE = {Practical Planning in {COLLAGE}},
BOOKTITLE = {AAAI-94 Fall Symposium on Planning and Learning},
YEAR = {1994},
MONTH = OCT,
ADDRESS = {New Orleans, LA},
PAGES = {98--104}
}
@TECHREPORT{lansky:tr95,
TITLE = {Localized Planning with Diverse Plan Construction
Methods},
AUTHOR = {Amy L. Lansky},
INSTITUTION = {NASA Ames Research Center},
NUMBER = {FIA-TR-94-05},
YEAR = {1994}
}
@BOOK{lapack,
AUTHOR = {Anderson, E. and Bai, Z. and Bischof, C. and
Blackford, S. and Demmel, J. and Dongarra, J. and Du
Croz, J. and Greenbaum, A. and Hammarling, S. and
McKenney, A. and Sorensen, D.},
TITLE = {{LAPACK} Users' Guide},
EDITION = {Third},
PUBLISHER = {Society for Industrial and Applied Mathematics},
YEAR = {1999},
ADDRESS = {Philadelphia, PA},
ISBN = {0-89871-447-8 (paperback)}
}
@INPROCEEDINGS{lapointe:ml92,
TITLE = {Sub-unification: {A} Tool for Efficient Induction of
Recursive Programs},
AUTHOR = {Stephane Lapointe and Stan Matwin},
BOOKTITLE = {Proceedings of the Ninth International Conference on
Machine Learning (ICML-92)},
PAGES = {273--281},
MONTH = JUL,
ADDRESS = {Aberdeen, Scotland},
YEAR = {1992},
KEY = {}
}
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AUTHOR = {K. Lari and Steve J. Young},
TITLE = {The estimation of stochastic context-free grammars
using the {Inside-Outside} algorithm},
JOURNAL = {Computer Speech and Language},
VOLUME = {4},
PAGES = {35--56},
YEAR = {1990}
}
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AUTHOR = {Leah S. Larkey and Paul Ogilvie and M. Andrew Price
and Brenden Tamilio},
TITLE = {Acrophile: {A}n Automated Acronym Extractor and
Server},
BOOKTITLE = {Proceedings of the Fifth ACM Conference on Digital
Libraries},
PAGES = {205--214},
MONTH = JUN,
ADDRESS = {San Antonio, TX},
YEAR = {2000}
}
@INPROCEEDINGS{larkey:textcat-wkshp98,
TITLE = {Some Issues in the Automatic Classification of {U.S} Patents},
AUTHOR = {Leah S. Larkey},
BOOKTITLE = {Papers from the AAAI-98 Workshop on Text
Categorization},
YEAR = {1998},
PAGES = {87--90},
ADDRESS = {Madison, WI}
}
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TITLE = {A Course in {GB} Syntax, Lectures on Binding and Empty
Categories},
AUTHOR = {Howard Lasnik and Juan Uriagereka},
PUBLISHER = {MIT Press},
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YEAR = {1988},
KEY = {}
}
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TITLE = {Some thoughts about representing knowledge in
instructional systems},
AUTHOR = {Joachim H. Laubsch},
BOOKTITLE = {Proceedings of the Fourth International Joint
Conference on Artificial intelligence (IJCAI-75)},
PAGES = {122--125},
YEAR = {1975},
KEY = {pro student modeling}
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AUTHOR = {Steffen L. Lauritzen},
TITLE = {The {EM} algorithm for Graphical Association Models
with Missing Data},
JOURNAL = {Computational Statistics and Data Analysis},
YEAR = {1995},
VOLUME = {19},
PAGES = {191--201},
ANNOTE = {}
}
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AUTHOR = {Stephen L. Lauritzen and David J. Spiegelhalter},
TITLE = {Local Computations with Probabilities on Graphical
Structures and Their Application to Expert Systems},
JOURNAL = {Journal of the Royal Statistical Society B},
YEAR = {1988},
VOLUME = {50},
NUMBER = {2},
PAGES = {157--224}
}
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TITLE = {Inductive Logic Programming: Techniques and
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AUTHOR = {Nada Lavrac and Saso Dzeroski},
PUBLISHER = {Ellis Horwood},
YEAR = {1994},
KEY = {ILP}
}
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TITLE = {Branch and Bound Methods: {A} Survey},
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JOURNAL = {Operations Research},
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KEY = {branch and bound}
}
@INPROCEEDINGS{lawrence:agents99,
AUTHOR = {Steve Lawrence and Kurt Bollacker and C. Lee Giles},
TITLE = {Autonomous Citation Matching},
BOOKTITLE = {Proceedings of the Third International Conference on Autonomous Agents},
PUBLISHER = {ACM Press},
ADDRESS = {New York, NY},
YEAR = {1999}
}
@INPROCEEDINGS{lawrence:ml01,
AUTHOR = {Neil D. Lawrence and Bernhard Sch{\"o}lkopf},
TITLE = {Estimating a Kernel {F}isher Discriminant in the
Presence of Label Noise},
BOOKTITLE = {Proceedings of 18th International Conference on Machine
Learning (ICML-2001)},
PUBLISHER = {Morgan Kaufmann, San Francisco, CA},
PAGES = {306--313},
YEAR = {2001},
ADDRESS = {Williamstown, MA}
}
@INCOLLECTION{leacock:bkchapter98,
AUTHOR = {C. Leacock and M. Chodorow},
BOOKTITLE = {{WordNet}: An Electronic Lexical Database},
TITLE = {Combining Local Context and {WordNet} Similarity for
Word Sense Identification},
PUBLISHER = {MIT Press},
YEAR = {1998},
EDITOR = {C. Fellbaum},
CHAPTER = {11},
PAGES = {265--284}
}
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AUTHOR = {Claudia Leacock and Geoffrey Towell and Ellen M.
Voorhees},
TITLE = {Corpus-Based Statistical Sense Resolution},
YEAR = {1993},
BOOKTITLE = {Proceedings of the {ARPA} Workshop on Human Language
Technology},
KEY = {line corpus, lexical disambiguation}
}
@INPROCEEDINGS{leacock:siglex93,
AUTHOR = {Claudia Leacock and Geoffrey Towell and Ellen M.
Voorhees},
TITLE = {Towards Building Contextual Representations of Word
Senses Using Statistical Models},
YEAR = {1993},
BOOKTITLE = {Proceedings of the {SIGLEX} Workshop: Acquisition of
Lexical Knowledge from Text},
PAGES = {10--20},
PUBLISHER = {Association for Computational Linguistics},
KEY = {line corpus, lexical diasmbiguation}
}
@INCOLLECTION{lebowitz:bkchapter86,
AUTHOR = {Michael Lebowitz},
TITLE = {Concept Learning in a Rich Input Domain:
Generalization-Based Memory},
BOOKTITLE = {Machine Learning: An AI Approach, Vol. II},
EDITOR = {Ryszard S. Michalski and Jaime G. Carbonell and Tom M.
Mitchell},
PUBLISHER = {Morgan Kaufmann},
PAGES = {193--214},
YEAR = {1986},
KEY = {gbm}
}
@ARTICLE{lebowitz:cogscij86,
TITLE = {Integrated Learning: Controlling Explanation},
AUTHOR = {Michael Lebowitz},
JOURNAL = {Cognitive Science},
VOLUME = {10},
NUMBER = {2},
PAGES = {219--240},
YEAR = {1986},
KEY = {sbl ebl hybrid}
}
@ARTICLE{lebowitz:mlj87,
TITLE = {Experiments with Incremental Concept Formation:
{UNIMEM}},
AUTHOR = {Michael Lebowitz},
JOURNAL = {Machine Learning},
VOLUME = {2},
NUMBER = {2},
PAGES = {103--138},
YEAR = {1987}
}
@INPROCEEDINGS{leckie:ijcai93,
AUTHOR = {Chistopher Leckie and Ingrid Zuckerman},
TITLE = {An Inductive Approach to Learning Search Control Rules
for Planning},
BOOKTITLE = {Proceedings of the Thirteenth International Joint
Conference on Artificial Intelligence (IJCAI-93)},
MONTH = AUG,
YEAR = {1993},
ADDRESS = {Chamberry,France},
PAGES = {1100--1105}
}
@INCOLLECTION{lecun:nips90,
AUTHOR = {Yann {Le Cun} and John Denker and Sara A. Solla and
Richard E. Howard and Lawrence D. Jackel},
BOOKTITLE = {{Advances in Neural Information Processing Systems
2}},
TITLE = {Optimal Brain Damage},
EDITOR = {David S. Touretzky},
ADDRESS = {San Mateo, CA},
PUBLISHER = {Morgan Kaufmann},
YEAR = {1990}
}
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AUTHOR = {J. Leddo and R. P. Abelson and P. H. Gross},
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YEAR = {1984},
VOLUME = {47},
PAGES = {933--943}
}
@BOOK{lederer:dt69,
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TITLE = {Cleansing Data for Mining and Warehousing},
AUTHOR = {Mong Li Lee and Hongjun Lu and Tok Wang Ling and Yee
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BOOKTITLE = {Proceedings of the 10th International Conference on
Database and Expert Systems Applications (DEXA-99)},
YEAR = {1999},
MONTH = AUG,
ADDRESS = {Florence, Italy},
KEY = {String comparison, Information integration}
}
@ARTICLE{lee:jd93,
AUTHOR = {J. H. Lee and M. H. Kim and Lee Y. J.},
TITLE = {Information Retrieval based on a Conceptual Distance
in {IS-A} heirarchy},
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YEAR = {1993},
VOLUME = {49},
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AUTHOR = {Mong-Li Lee and Tok Wang Ling and Wai Lup Low},
TITLE = {IntelliClean: a knowledge-based intelligent data
cleaner},
BOOKTITLE = {Proceedings of the Sixth International Conference on
Knowledge Discovery and Data Mining (KDD-2000)},
PAGES = {290--294},
ADDRESS = {Boston, MA},
YEAR = 2000
}
@ARTICLE{lee:nature99,
AUTHOR = {Daniel D. Lee and H. Sebastian Seung},
TITLE = {Learning the Parts of Objects by Non-Negative Matrix Factorization},
JOURNAL = {Nature},
YEAR = {1999},
VOLUME = {401},
PAGES = {788--791}
}
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TITLE = {Algorithms for Non-negative Matrix Factorization},
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PAGES = {556--562},
YEAR = {2000},
URL = {citeseer.nj.nec.com/lee00algorithms.html}
}
@INPROCEEDINGS{lee:nips97,
AUTHOR = {Daniel D. Lee and H. Sebastian Seung},
TITLE = {Unsupervised Learning by Convex and Conic Coding},
BOOKTITLE = {Proceedings of the Conference on Neural Information Processing Systems},
PAGES = {515--521},
YEAR = {1997}
}
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TITLE = {Toward the Essential Nature of Satistical Knowledge in
Sense Resolution},
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Artificial Intelligence (AAAI-94)},
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PAGES = {734--741},
YEAR = {1994}
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@BOOK{lehman:book92,
TITLE = {Adaptive Parsing},
AUTHOR = {Jill Fain Lehman},
PUBLISHER = {Kluwer Academic Publishers},
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KEY = {}
}
@ARTICLE{lehnert:aimag91,
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JOURNAL = {AI Magazine},
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VOLUME = {12},
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PAGES = {81--94}
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AUTHOR = {Wendy Lehnert and Claire Cardie and David Fisher and
Joseph F. McCarthy and Ellen Riolff and Stephen
Soderland},
TITLE = {University of Massachusetts: {MUC}-4 Test Results and
Analysis},
BOOKTITLE = {Proceedings of the Fourth DARPA Message Understanding
Evaluation and Conference (MUC-92)},
YEAR = {1992},
PUBLISHER = {Morgan Kaufmann},
PAGES = {151--158}
}
@UNPUBLISHED{leigh:tr04,
AUTHOR = {McAlister Leigh and Lemieux James},
TITLE = {Comparison of Imputation Techniques: Accuracy of Imputations, Imputed Data Parameters, Imputed Model, Parameters and Quality of Marketing Decisions Implied by the Estimated Models},
NOTE = {Working paper, Department of Marketing, Red McCombs School of
Business, University of Texas at Austin},
YEAR = 2004
}
@INPROCEEDINGS{lent:icde97,
AUTHOR = {Brian Lent and Arun N. Swami and Jennifer Widom},
TITLE = {Clustering Association Rules},
BOOKTITLE = {Proceedings of the Thirteenth International Conference
on Data Engineering (ICDE-97)},
ADDRESS = {Birmingham, U.K.},
PAGES = {220--231},
MONTH = APR,
YEAR = {1997}
}
@INPROCEEDINGS{lent:kdd97,
AUTHOR = {Brian Lent and Rakesh Agrawal and Ramakrishnan
Srikant},
TITLE = {Discovering trends in text databases},
EDITOR = {David Heckerman and Daryl Pregibon Heikki Mannila and
Ramasamy Uthrysamy},
BOOKTITLE = {Proceedings of the Third International Conference on
Knowledge Discovery and Data Mining (KDD-97)},
PAGES = {227--230},
ADDRESS = {Newport Beach, CA},
MONTH = AUG,
YEAR = {1997}
}
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AUTHOR = {Julie E. Leonard and Jeffrey B. Colombe and Joshua L. Levy},
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VOLUME = {18},
NUMBER = {11},
PAGES = {1515--1522},
YEAR = {2002}
}
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AUTHOR = {G. Leroy and H. Chen and J. D. Martinez},
TITLE = {A Shallow Parser Based on Closed-Class Words to Capture Relations in
Biomedical Text},
JOURNAL = {Journal of Biomedical Informatics (JBI)},
VOLUME = {36},
PAGES = {145--158},
MONTH = JUN,
YEAR = {2003}
}
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AUTHOR = {Alan M. Leslie and Stephanie Keeble},
TITLE = {Do six-month-old infants perceive causality?},
JOURNAL = {Cognition},
VOLUME = {25},
PAGES = {265--288},
YEAR = {1987}
}
@ARTICLE{leslie:perception84,
AUTHOR = {Alan M. Leslie},
TITLE = {Spatiotemporal continuity and the perception of
causality in infants},
JOURNAL = {Perception},
VOLUME = {13},
PAGES = {287--305},
YEAR = {1994}
}
@ARTICLE{levenshtein:spd66,
AUTHOR = {V. I. Levenshtein},
TITLE = {Binary codes capable of correcting insertions and
reversals},
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@INPROCEEDINGS{levesque:ijcai89,
TITLE = {A Knowledge-Level Account of Abduction},
AUTHOR = {Hector J. Levesque},
BOOKTITLE = {Proceedings of the Eleventh International Joint
Conference on Artificial Intelligence (IJCAI-89)},
PAGES = {1061--1067},
MONTH = AUG,
YEAR = {1989},
ADDRESS = {Detroit, MI},
KEY = {abduction}
}
@INPROCEEDINGS{lewis:ml94,
TITLE = {Heterogeneous Uncertainty Sampling for Supervised
Learning},
AUTHOR = {David D. Lewis and Jason Catlett},
BOOKTITLE = {Proceedings of the Eleventh International Conference
on Machine Learning (ICML-94)},
MONTH = JUL,
PAGES = {148--156},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Francisco, CA},
YEAR = {1994},
KEY = {active learning}
}
@INPROCEEDINGS{lewis:sigir94,
AUTHOR = {David Lewis and William Gale},
TITLE = {A Sequential Algorithm for Training Text Classifiers},
BOOKTITLE = {Proc. of 17th Intl. ACM SIGIR Conf. on Research and Development in Information Retrieval},
YEAR = {1994}
}
@INPROCEEDINGS{li:clrf00,
AUTHOR = {Ping Li and Curt Burgess and Kevin Lund},
TITLE = {The Acquisition of Word Meaning through Global Lexical
Co-Occurrences},
BOOKTITLE = {Proceedings of the Thirtieth Stanford Child Language
Research Forum},
PAGES = {167--178},
EDITOR = {E. V. Clark},
ADDRESS = {Stanford, CA},
ORGANIZATION = {Center for the Study of Language and Information},
YEAR = {2000}
}
@INPROCEEDINGS{li:icml00,
AUTHOR = {Cen Li and Gautam Biswas},
TITLE = {A bayesian approach to temporal data clustering
using hidden markov models},
BOOKTITLE = {Proceedings of the Seventeenth International
Conference on Machine Learning (ICML-2000)},
YEAR = {2000},
PAGES = {543--550}
}
@BOOK{lieberman:book01,
TITLE = {Your Wish is My Command: Programming by Example},
EDITOR = {Henry Lieberman},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Francisco},
YEAR = {2001},
KEY = {PBD, programming by demonstration}
}
@INPROCEEDINGS{liere:aaai97,
AUTHOR = {Ray Liere and Prasad Tadepalli},
TITLE = {Active Learning with Committees for Text
Categorization},
BOOKTITLE = {Proceedings of the Fourteenth National Conference on
Artificial Intelligence (AAAI-97)},
ADDRESS = {Providence, RI},
YEAR = {1997},
MONTH = JUL,
PAGES = {591--596}
}
@ARTICLE{lin:mlj92,
AUTHOR = {Long Ji Lin},
TITLE = {Self-Improving Reactive Agents Based On Reinforcement
Learning, Planning and Teaching},
JOURNAL = {Machine Learning},
VOLUME = {8},
PAGES = {293-321},
YEAR = 1992,
URL = {http://www.informatik.uni-trier.de/~ley/db/journals/ml/ml8.html#Lin92}
}
@ARTICLE{lin:nle01,
AUTHOR = {Deaking Lin and Patrick Pantel},
TITLE = {Discovery of Inference Rules for Question Answering},
JOURNAL = { Natural Language Engineering},
VOLUME = {7},
NUMBER = {4},
PAGES = {343--360},
YEAR = {2001}
}
@INPROCEEDINGS{lindberg:acl98,
AUTHOR = {Nikolaj Lindberg and Martin Eineborg},
TITLE = {Learning Constraint Grammar-style Disambiguation Rules
Using Inductive Logic Programming},
BOOKTITLE = {Proceedings of the 36th Annual Meeting of the
Association for Computational Linguistics and COLING-98
(ACL/COLING-98)},
YEAR = {1998},
PAGES = {775--779},
ADDRESS = {Montreal, Quebec}
}
@INPROCEEDINGS{lindberg:ilp99,
AUTHOR = {Nikolaj Lindberg and Martin Eineborg},
TITLE = {Improving part of speech disambiguation rules by
adding linguistic knowledge},
BOOKTITLE = {Proceedings of the 9th International Workshop on
Inductive Logic Programming (ILP-99)},
YEAR = {1999},
EDITOR = {Sa\v{s}o D\v{z}eroski and Peter Flach},
ADDRESS = {Bled, Slovenia},
MONTH = JUN,
PUBLISHER = {Springer Verlag}
}
@INPROCEEDINGS{linden:um97,
AUTHOR = {Greg Linden and Steve Hanks and Neal Lesh},
TITLE = {Interactive Assessment of User Preference Models: The Automated Travel Assistant},
BOOKTITLE = {User Modeling: Proceedings of the Sixth International Conference},
PAGES = {67--78},
ADDRESS = {Vienna},
YEAR = {1997}
}
@INPROCEEDINGS{lindenbaum:aaai99,
AUTHOR = {Michael Lindenbaum and Shaul Markovitch and Dmitry
Rusakov},
TITLE = {Selective Sampling for Nearest Neighbor Classifiers},
BOOKTITLE = {Proceedings of the Sixteenth National Conference on
Artificial Intelligence (AAAI-99)},
PAGES = {366-371},
URL = {http://www.informatik.uni-trier.de/~ley/db/conf/aaai/aaai99.html#LindenbaumMR99},
YEAR = 1999
}
@ARTICLE{ling:cog93,
TITLE = {Answering the connectionist challenge: {A} symbolic
model of learning the past tense of {English} verbs},
AUTHOR = {Charles X. Ling and Marin Marinov},
JOURNAL = {Cognition},
VOLUME = {49},
NUMBER = {3},
PAGES = {235--290},
YEAR = {1993}
}
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AUTHOR = {Charles X. Ling},
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YEAR = {1994},
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KEY = {}
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@ARTICLE{mccallum:ir00,
TITLE = {Automating the Construction of Internet Portals with
Machine Learning},
AUTHOR = {Andrew McCallum and Kamal Nigam and Jason Rennie
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JOURNAL = {Information Retrieval},
VOLUME = {3},
NUMBER = {2},
KEY = {Cora},
PUBLISHER = {Kluwer},
PAGES = {127--163},
YEAR = {2000}
}
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TITLE = {Efficient Clustering of High-Dimensional Data Sets
with Application to Reference Matching},
AUTHOR = {Andrew McCallum and Kamal Nigam and Lyle Ungar},
BOOKTITLE = {Proceedings of the Sixth International Conference on
Knowledge Discovery and Data Mining (KDD-2000)},
ADDRESS = {Boston, MA},
MONTH = AUG,
PAGES = {169--178},
YEAR = {2000}
}
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AUTHOR = {Andrew Kachites McCallum},
TITLE = {MALLET: A Machine Learning for Language Toolkit},
NOTE = {http://mallet.cs.umass.edu},
YEAR = 2002
}
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TITLE = {Maximum Entropy {Markov} Models for Information
Extraction and Segmentation},
AUTHOR = {Andrew McCallum and Dayne Freitag and Fernando
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BOOKTITLE = {Proceedings of the Seventeenth International
Conference on Machine Learning (ICML-2000)},
ADDRESS = {Stanford, CA},
MONTH = JUN,
YEAR = {2000}
}
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TITLE = {Employing {EM} and Pool-Based Active Learning for Text
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BOOKTITLE = {Proceedings of the Fifteenth International Conference
on Machine Learning (ICML-98)},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {Madison, WI},
YEAR = {1998},
PAGES = {},
KEY = {text categorization}
}
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AUTHOR = {Andrew McCallum and R. Rosenfeld and Tom Mitchell
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TITLE = {Improving Text Classification by Shrinkage in a
Hierarchy of Classes},
BOOKTITLE = {Proceedings of the Fifteenth International Conference
on Machine Learning (ICML-98)},
ADDRESS = {Madison, WI},
YEAR = {1998},
PAGES = {359--367},
KEY = {textcat}
}
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AUTHOR = {Andrew McCallum and Khashayar Rohanimanesh and Charles Sutton},
TITLE = {Dynamic Conditional Random Fields for Jointly Labeling Multiple Sequences},
BOOKTITLE = {NIPS-2003 Workshop on Syntax, Semantics, Statistics},
YEAR = 2003
}
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Classification},
AUTHOR = {Andrew McCallum and Kamal Nigam},
BOOKTITLE = {Papers from the AAAI-98 Workshop on Text
Categorization},
MONTH = JUL,
YEAR = {1998},
PAGES = {41--48},
KEY = {text categorization, naive bayes},
ADDRESS = {Madison, WI}
}
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text retrieval, classification and clustering},
YEAR = {1996},
NOTE = {http://www.cs.cmu.edu/{\textasciitilde}mccallum/bow}
}
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BOOKTITLE = {Parallel Distributed Processing, Vol. II},
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JOURNAL = {Artificial Intelligence},
YEAR = {1991},
VOLUME = {50},
PAGES = {289--329}
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AUTHOR = {Drew McDermott},
TITLE = {A Critique of Pure Reason},
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TITLE = {Regression Planning},
AUTHOR = {Drew McDermott},
YEAR = {1991},
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YEAR = 2001,
PAGES = {22--27},
ADDRESS = {Otago, New Zealand}
}
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AUTHOR = {R. McKay and H. Abbass},
TITLE = {Anticorrelation Measures in Genetic Programming},
BOOKTITLE = {Australasia-Japan Workshop on Intelligent and Evolutionary
Systems},
YEAR = 2001
}
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MYKEY = {mcclelland-88 : .unr2 .bap .unb .con .blt .har .cdr},
TITLE = {{Explorations in Parallel Distributed Processing: A
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AUTHOR = {James L. McClelland and David E. Rumelhart},
YEAR = {1988},
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ADDRESS = {Cambridge, MA}
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PAGES = {116--125},
YEAR = {2002},
ADDRESS = {New Orleans, LA}
}
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YEAR = {1995},
MONTH = {Summer},
ANNOTE = {}
}
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AUTHOR = {Mary Elaine Califf and Raymond J. Mooney},
TITLE = {Relational Learning of Pattern-Match Rules for
Information Extraction},
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Machine Learning to Discourse Processing},
PUBLISHER = {AAAI Press},
ADDRESS = {Menlo Park, CA},
YEAR = {1998},
PAGES = {6--11}
}
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TITLE = {Concepts and conceptual structure},
JOURNAL = {American Psychologist},
YEAR = {1989},
VOLUME = {44},
PAGES = {1469--1481}
}
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ADDRESS = {Chicago},
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YEAR = {1990},
KEY = {}
}
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BOOKTITLE = {Advances in Neural Information Processing Systems 13},
YEAR = 2001,
PAGES = {873--879}
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Initialization Methods},
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MONTH = FEB
}
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Translation in the Americas},
YEAR = {1996},
PLACE = {Montreal, Canada}
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Inducing ${N}$-best Translation Lexicons},
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YEAR = {1995},
PLACE = {Boston, MA}
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Artificial Intelligence (AAAI-2002)},
PUBLISHER = {AAAI Press / The MIT Press},
ADDRESS = {Edmonton, Alberta},
PAGES = {187--192},
YEAR = {2002}
}
@UNPUBLISHED{melville:icml04,
AUTHOR = {Prem Melville and Raymond J. Mooney},
TITLE = {Diverse Ensembles for Active Learning},
NOTE = {Submitted for review},
YEAR = 2004
}
@ARTICLE{melville:if04,
AUTHOR = {Prem Melville and Raymond J. Mooney},
TITLE = {Creating Diversity in Ensembles Using Artificial Data},
JOURNAL = {Information Fusion: Special Issue on
Diversity in Multiclassifier Systems},
YEAR = 2004
}
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AUTHOR = {Prem Melville and Ray Mooney},
TITLE = {Constructing Diverse Classifier Ensembles Using Artificial
Training Examples},
BOOKTITLE = {Proceedings of the Eighteenth International Joint Conference
on Artificial Intelligence},
PAGES = {505--510},
YEAR = 2003,
ADDRESS = {Acapulco, Mexico},
MONTH = {August}
}
@UNPUBLISHED{melville:mcs04,
AUTHOR = {Prem Melville and Nishit Shah and Lilyana Mihalkova and Raymond J. Mooney},
TITLE = {Experiments on Ensembles with Missing and Noisy Data},
NOTE = {Submitted to {\em Workshop on Multi Classifier Systems}},
YEAR = 2004
}
@TECHREPORT{melville:tr04,
AUTHOR = {Prem Melville and Nishit Shah and Lilyana Mihalkova and Raymond J. Mooney},
TITLE = {Experiments on Ensembles with Missing and Noisy Data},
INSTITUTION = {University of Texas at Austin},
YEAR = {Forthcoming 2004}
}
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PAGES = {155--172},
YEAR = {1994}
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TITLE = {Privacy-preserving Distributed Clustering using
Generative Models},
BOOKTITLE = {Proceedings of the Third {IEEE} International Conference on Data Mining (ICDM-03)},
YEAR = 2003
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@MISC{merz:mdr96,
TITLE = {Repository of Machine Learning Databases
{\footnotesize
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AUTHOR = {Chris J. Merz and Patrick M. Murphy and David W. Aha},
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YEAR = {2000}
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KEY = {THe Tiling Algorithm}
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YEAR = {1989},
ADDRESS = {Montpeiller, France}
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TITLE = {Exploiting Secondary Sources for Automatic Object
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ADDRESS = {Washington, DC}
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YEAR = {1983},
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@BOOK{miikkulainen:book93,
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YEAR = {1993},
ADDRESS = {Cambridge, MA}
}
@ARTICLE{miikkulainen:cogscij91,
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JOURNAL = {Cognitive Science},
VOLUME = {15},
PAGES = {343--399},
YEAR = {1991},
KEY = {pdp, case-grammar}
}
@ARTICLE{miikkulainen:cogscij96,
TITLE = {Subsymbolic Case-Role Analysis of Sentences with
Embedded Clauses},
AUTHOR = {Risto Miikkulainen},
JOURNAL = {Cognitive Science},
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NUMBER = {1},
PAGES = {47--73},
YEAR = {1996},
KEY = {nla SPEC}
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@PHDTHESIS{miikkulainen:thesis90,
AUTHOR = {Risto Miikkulainen},
TITLE = {{DISCERN}: {A} Distributed Artificial Neural Network
Model of Script Processing and Memory},
SCHOOL = {University of California},
YEAR = {1990}
}
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AUTHOR = {Scott Miller and Robert Bobrow and Robert Ingria and
Richard Schwartz},
TITLE = {Hidden Understanding Models of Natural Language},
BOOKTITLE = {Proceedings of the 32nd Annual Meeting of the
Association for Computational Linguistics (ACL-94)},
YEAR = {1994},
PAGES = {25--32}
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AUTHOR = {Scott Miller and David Stallard and Robert Bobrow and
Richard Schwartz},
TITLE = {A Fully Statistical Approach to Natural Language
Interfaces},
BOOKTITLE = {Proceedings of the 34th Annual Meeting of the
Association for Computational Linguistics (ACL-96)},
YEAR = {1996},
PAGES = {55--61},
ADDRESS = {Santa Cruz, CA}
}
@INPROCEEDINGS{miller:cca91,
TITLE = {A Case Study of Hubble and Space Telescope Proposal
Processing, Planning and Long-Range Scheduling},
AUTHOR = {G. Miller and M. Johnston},
BOOKTITLE = {Processing of the Eight Conference on Computing in
Aerospace},
YEAR = {1991},
PAGES = {1--13},
ADDRESS = {Washington, DC},
KEY = {SPIKE}
}
@UNPUBLISHED{miller:ftp93,
TITLE = {Introduction to {WordNet}: An On-line Lexical
Database},
AUTHOR = {G. Miller and R. Beckwith and C. Fellbaum and D. Gross
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NOTE = {Available by ftp to clarity.princeton.edu},
YEAR = {1993}
}
@INPROCEEDINGS{miller:icassp03,
AUTHOR = {David J. Miller and James Browning},
TITLE = {A Mixture Model and {EM} Algorithm for Robust Classification, Outlier Rejection, and Class Discovery},
BOOKTITLE = {IEEE International Conference on Acoustics, Speech and Signal Processing},
YEAR = {2003}
}
@ARTICLE{miller:ijl91,
TITLE = {{WordNet}: An On-Line Lexical Database},
AUTHOR = {G. Miller},
JOURNAL = {International Journal of Lexicography},
VOLUME = {3},
NUMBER = {4},
YEAR = {1991},
KEY = {}
}
@INPROCEEDINGS{miller:ml91,
TITLE = {A Constraint-Motivated Model of Lexical Acquisition},
AUTHOR = {C. G. Miller and J. E. Laird},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Machine Learning},
YEAR = {1991},
PAGES = {95--99}
}
@INPROCEEDINGS{miller:sigmod97,
AUTHOR = {Ren{\'e}e J. Miller and Yuping Yang},
TITLE = {Association Rules over Interval Data},
BOOKTITLE = {Proceedings of the 1997 ACM SIGMOD International
Conference on Management of Data (SIGMOD-97)},
EDITOR = {Joan Peckham},
ADDRESS = {Tucson, AZ},
PAGES = {452--461},
MONTH = MAY,
YEAR = {1997}
}
@ARTICLE{mingers:mlj89,
TITLE = {An Empirical Comparison of Pruning Methods for
Decision Tree Induction},
AUTHOR = {J. Mingers},
JOURNAL = {Machine Learning},
VOLUME = {4},
NUMBER = {2},
PAGES = {227--243},
MONTH = NOV,
YEAR = {1989},
KEY = {noise}
}
@BOOK{minsky:book69,
TITLE = {Perceptrons},
AUTHOR = {M. L. Minsky and S. A. Papert},
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ADDRESS = {Cambridge:MA},
YEAR = {1969},
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}
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TITLE = {Quantitative Results Concerning the Utility of
Explanation-based Learning},
AUTHOR = {S. Minton},
BOOKTITLE = {Proceedings of the Seventh National Conference on
Artificial Intelligence (AAAI-88)},
ADDRESS = {St. Paul, MN},
MONTH = AUG,
PAGES = {564--569},
YEAR = {1988},
KEY = {ebl utility}
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AUTHOR = {Steven Minton},
TITLE = {Small is Beautiful: {A} Brute-Force Approach to
Learning First-Order Formulas},
BOOKTITLE = {Proceedings of the Twelfth National Conference on
Artificial Intelligence (AAAI-94)},
MONTH = AUG,
YEAR = {1994},
ADDRESS = {Seattle, Washington},
PAGES = {168--174}
}
@ARTICLE{minton:ai89,
TITLE = {Explanation-Based Learning: {A} Problem Solving
Perspective},
AUTHOR = {S. Minton},
JOURNAL = {Artificial Intelligence},
VOLUME = {40},
PAGES = {63--118},
YEAR = {1989},
KEY = {Prodigy}
}
@ARTICLE{minton:ai90,
AUTHOR = {Steven Minton},
TITLE = {Quantitative Results Concerning the Utility of
Explanation-Based Learning},
JOURNAL = {Artificial Intelligence},
YEAR = {1990},
VOLUME = {42},
PAGES = {363--392}
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@ARTICLE{minton:ai92,
AUTHOR = {Steven Minton},
TITLE = {Minimizing Conflicts: {A} Heuristic Repair Method for
Constraint Satisfaction and Scheduling Problems},
JOURNAL = {Artificial Intelligence},
YEAR = {1992},
VOLUME = {58},
PAGES = {161--206}
}
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AUTHOR = {Steven Minton and John L. Bresina and Mark Drummond},
TITLE = {Commitment Strategies in Planning: {A} Comparative
Analysis},
BOOKTITLE = {Proceedings of the Twelfth International Joint
Conference on Artificial Intelligence (IJCAI-91)},
MONTH = OCT,
YEAR = {1991},
ADDRESS = {Sydney,Australia},
PAGES = {259--265}
}
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AUTHOR = {Steven Minton},
TITLE = {An Analytic Learning System for Specializing
Heuristics},
BOOKTITLE = {Proceedings of the Thirteenth International Joint
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MONTH = AUG,
YEAR = {1993},
ADDRESS = {Chambery,France},
PAGES = {922--929}
}
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AUTHOR = {Steven Minton and Mark Drummond and John L. Bresina
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TITLE = {Total Order vs. Partial Order Planning: Factors
Influencing Performance},
BOOKTITLE = {Proceedings of the Third International Conference on
Principles of Knowledge Representation and Reasoning},
MONTH = OCT,
YEAR = {1992},
ADDRESS = {Cambridge,CA},
PAGES = {83--92}
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@PHDTHESIS{minton:thesis88,
TITLE = {Learning Effective Search Control Knowledge: An
Explanantion-Based Approach},
AUTHOR = {S. N. Minton},
SCHOOL = {Carnegie-Mellon University},
ADDRESS = {Pittsburgh, PA},
MONTH = MAR,
YEAR = {1988},
KEY = {minton phd}
}
@BOOK{mirchandani:book90,
EDITOR = {P. Mirchandani and R. Francis},
TITLE = {Discrete Location Theory},
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YEAR = {1990}
}
@INPROCEEDINGS{mishra:colt03,
AUTHOR = {Nina Mishra and Dana Ron and Ram Swaminathan},
TITLE = {On Finding Large Conjunctive Clusters},
BOOKTITLE = {Computational Learning Theory},
YEAR = {2003}
}
@ARTICLE{mitchell:ai82,
TITLE = {Generalization as Search},
AUTHOR = {T. M. Mitchell},
JOURNAL = {Artificial Intelligence},
VOLUME = {18},
NUMBER = {2},
PAGES = {203--226},
YEAR = {1982},
KEY = {sbl}
}
@INCOLLECTION{mitchell:bkchapter83,
TITLE = {Learning Problem Solving Heuristics by
Experimentation},
AUTHOR = {Tom Mitchell and T. Utgoff and R. Banerji},
BOOKTITLE = {Machine Learning: An Artificial Intelligence
Approach},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {Palo Alto, CA},
YEAR = {1983},
EDITOR = {Ryszard S. Michalski and Tom M. Mitchell and Jaime G.
Carbonell},
KEY = {lex}
}
@INCOLLECTION{mitchell:bkchapter84,
TITLE = {Toward Combining Empirical and Analytic Methods for
Learning Heuristics},
AUTHOR = {T. M. Mitchell},
BOOKTITLE = {Human and Artificial Intelligence},
EDITOR = {A. Elithorn and R. Banerji},
PUBLISHER = {North-Holland},
ADDRESS = {Amsterdam},
YEAR = {1984},
KEY = {ebl}
}
@BOOK{mitchell:book97,
AUTHOR = {T. Mitchell},
TITLE = {Machine Learning},
PUBLISHER = {McGraw-Hill},
ADDRESS = {New York, NY},
YEAR = {1997}
}
@ARTICLE{mitchell:cacm94,
TITLE = {Experience With a Learning Personal Assistant},
AUTHOR = {T.M. Mitchell and R. Caruana and D. Freitag and J. McDermott and D. Zabowski},
JOURNAL = {Communications of the Association for Computing
Machinery},
VOLUME = 37,
NUMBER = 7,
PAGES = {81--91},
MONTH = {July},
YEAR = 1994,
KEY = {calendar apprentice}
}
@INPROCEEDINGS{mitchell:iccs99,
AUTHOR = {Tom Mitchell},
TITLE = {The role of unlabeled data in supervised learning},
BOOKTITLE = {Proceedings of the Sixth
International Colloquium on Cognitive Science},
YEAR = 1999
}
@INPROCEEDINGS{mitchell:ijcai83,
AUTHOR = {T. Mitchell},
TITLE = {Learning and Problem Solving},
BOOKTITLE = {Proceedings of the Eighth International Joint
Conference on Artificial Intelligence (IJCAI-83)},
MONTH = AUG,
YEAR = {1983},
PAGES = {1139--1151},
ADDRESS = {Karlsruhe, West Germany}
}
@INPROCEEDINGS{mitchell:ijcai85,
TITLE = {{LEAP}: {A} Learning Apprentice for {VLSI} Design},
AUTHOR = {T. M. Mitchell and S. Mahadevan and L. I. Steinberg},
BOOKTITLE = {Proceedings of the Ninth International Joint
Conference on Artificial Intelligence (IJCAI-85)},
PAGES = {573--580},
MONTH = AUG,
YEAR = {1985},
ADDRESS = {Los Angeles, CA},
KEY = {}
}
@ARTICLE{mitchell:mlj86,
AUTHOR = {Tom M. Mitchell and Richard M. Keller and Smadar T.
Kedar-Cabelli},
TITLE = {Ex\-pla\-na\-tion-Based Generalization: {A} Unifying
View},
JOURNAL = {Machine Learning},
YEAR = {1986},
VOLUME = {1},
NUMBER = {1},
PAGES = {47--80}
}
@PHDTHESIS{mitchell:thesis78,
TITLE = {Version Spaces: An Approach to Concept Learning},
AUTHOR = {T. M. Mitchell},
NUMBER = {TR STAN-C\&S-78-711},
SCHOOL = {Stanford University},
ADDRESS = {Palo Alto, CA},
YEAR = {1978},
KEY = {version phd}
}
@TECHREPORT{mitchell:tr80,
TITLE = {The Need for Biases in Learning Generalizations},
AUTHOR = {T. Mitchell},
INSTITUTION = {Rutgers University},
NUMBER = {CBM-TR-117},
YEAR = {1980},
NOTE = {Reprinted in {\it Readings in Machine Learning}, Jude
W. Shavlik and T. G. Dietterich (eds.), Morgan Kaufman,
San Mateo, CA, 1990.}
}
@INPROCEEDINGS{mitra:riao97,
AUTHOR = {M. Mitra and C. Buckley and C. Cardie and A. Singhal},
TITLE = {An Analysis of Statistical and Syntactic Phrases},
BOOKTITLE = {Proceedings of the 5th RIAO Conference,
Computer-Assisted Information Searching on the
Internet},
YEAR = {1997},
PAGES = {200--214},
KEY = {IR EMNLP}
}
@PROCEEDINGS{mladenic:kdd00-wkshp,
EDITOR = {Dunja Mladeni\'{c}},
TITLE = {Proceedings of the Sixth International
Conference on Knowledge Discovery and Data Mining
(KDD-2000) Workshop on Text Mining},
ADDRESS = {Boston, MA},
MONTH = AUG,
YEAR = {2000}
}
@PHDTHESIS{mladenic:phd-thesis98,
AUTHOR = {Dunja Mladeni\'{c}},
TITLE = {Machine Learning on Non-Homogeneous, Distributed Text
Data},
SCHOOL = {Faculty of Computer and Information Science,
University of Ljubljana},
ADDRESS = {Ljubljana, Slovenia},
YEAR = {1998}
}
@INPROCEEDINGS{mmt:nsfw02,
AUTHOR = {Raymond J. Mooney and Prem Melville and Lappoon Rupert Tang and Jude Shavlik and Ines de Castro Dutra and David Page and Vitor Santos Costa},
TITLE = {Relational Data Mining with Inductive Logic Programming for Link Discovery},
BOOKTITLE = {Proceedings of the National Science Foundation Workshop on Next Generation Data Mining},
PUBLISHER = {},
PAGES = {},
YEAR = 2002
}
@INPROCEEDINGS{monge:dmkd97,
TITLE = {An efficient domain-independent algorithm for
detecting approximately duplicate database records},
AUTHOR = {Alvaro E. Monge and Charles P. Elkan},
BOOKTITLE = {Proceedings of the SIGMOD 1997 Workshop on Research
Issues on Data Mining and Knowledge Discovery},
YEAR = {1997},
MONTH = MAY,
ADDRESS = {Tuscon, AZ},
PAGES = {23--29},
KEY = {}
}
@INPROCEEDINGS{monge:kdd96,
AUTHOR = {Alvaro E. Monge and Charles Elkan},
TITLE = {The Field Matching Problem: {A}lgorithms and
Applications},
BOOKTITLE = {Proceedings of the Second International Conference on
Knowledge Discovery and Data Mining (KDD-96)},
PAGES = {267--270},
ADDRESS = {Portland, OR},
MONTH = AUG,
YEAR = {1996},
KEY = {String comparison, Information integration}
}
@UNPUBLISHED{monge:submitted00,
AUTHOR = {Alvaro E. Monge},
TITLE = {An adaptive and efficient algorithm for detecting
approximately duplicate database records},
YEAR = {2000},
NOTE = {Submitted paper}
}
@BOOK{moody:book88,
TITLE = {Moody's Handbook of Common Stocks},
AUTHOR = {Moody},
PUBLISHER = {Moody's Investment Service},
ADDRESS = {New York, NY},
YEAR = {1986-1988},
KEY = {Moody}
}
@INPROCEEDINGS{mooney:aaai86,
TITLE = {A Domain Independent Explanation-Based Generalizer},
AUTHOR = {Raymond J. Mooney and S. W. Bennett},
BOOKTITLE = {Proceedings of the Fifth National Conference on
Artificial Intelligence (AAAI-86)},
MONTH = AUG,
YEAR = {1986},
ADDRESS = {Philadelphia, PA},
PAGES = {551--555},
KEY = {EGGS EBL}
}
@INCOLLECTION{mooney:bkchapter00,
TITLE = {Integrating Abduction and Induction in Machine
Learning},
AUTHOR = {R. J. Mooney},
BOOKTITLE = {Abduction and Induction},
EDITOR = {P. A. Flach and A. C. Kakas},
PUBLISHER = {Kluwer Academic Publishers},
ADDRESS = {Dordrecht, The Netherlands},
PAGES = {181--191},
YEAR = {2000},
KEY = {abind}
}
@INCOLLECTION{mooney:bkchapter86,
AUTHOR = {Raymond J. Mooney},
TITLE = {Generalizing Explanations of Narratives into
Schemata},
BOOKTITLE = {Machine Learning: A Guide to Current Research},
EDITOR = {Tom M. Mitchell and Jaime G. Carbonell and Ryszard S.
Michalski},
PUBLISHER = {Kluwer Academic Publishers},
PAGES = {207--212},
ADDRESS = {Norwell, MA},
YEAR = {1986},
KEY = {GENESIS EBL}
}
@INCOLLECTION{mooney:bkchapter91,
AUTHOR = {Raymond J. Mooney},
TITLE = {Explanation-Based Learning as Concept Formation},
BOOKTITLE = {Concept Formation: Knowledge and Experience in
Unsupervised Learning},
EDITOR = {Douglas Fisher and Michael Pazzani and Pat Langley},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Mateo, CA},
PAGES = {179--206},
YEAR = {1991},
KEY = {EBL}
}
@INCOLLECTION{mooney:bkchapter93a,
AUTHOR = {Raymond J. Mooney},
TITLE = {Integrating Theory and Data in Category Learning},
BOOKTITLE = {Categorization by Humans and Machines: The Psychology
of Learning and Motivation, Vol. 29},
EDITOR = {G. Nakamura and R. Taraban and D. L. Medin},
PUBLISHER = {Academic Press},
ADDRESS = {Orlando, FL},
PAGES = {189--218},
YEAR = {1993},
KEY = {IOU EITHER}
}
@INCOLLECTION{mooney:bkchapter93b,
AUTHOR = {Raymond J. Mooney},
TITLE = {Explanation Generalization in {EGGS}},
BOOKTITLE = {Investigating Explanation-Based Learning},
EDITOR = {Gerald F. DeJong},
PUBLISHER = {Kluwer Academic Publishers},
PAGES = {20--59},
ADDRESS = {Norwell, MA},
YEAR = {1993},
NOTE = {Reprinted in in {\it Readings in Knowledge Acquisition
and Learning}, Bruce G. Buchanan and David C. Wilkins
(eds.), Morgan Kaufman, San Mateo, CA, 1993.},
KEY = {EBL}
}
@INCOLLECTION{mooney:bkchapter93c,
AUTHOR = {Raymond J. Mooney},
TITLE = {Case Study 2 -- {GENESIS}: Learning Schemata for
Narrative Text Understanding},
BOOKTITLE = {Investigating Explanation-Based Learning},
EDITOR = {Gerald F. DeJong},
PUBLISHER = {Kluwer Academic Publishers},
PAGES = {343--371},
ADDRESS = {Norwell, MA},
YEAR = {1993},
KEY = {EBL}
}
@INCOLLECTION{mooney:bkchapter94a,
AUTHOR = {Raymond J. Mooney and Dirk Ourston},
TITLE = {A Multistrategy Approach to Theory Refinement},
BOOKTITLE = {Machine Learning: A Multistrategy Approach, Vol. IV},
EDITOR = {Ryszard S. Michalski and G. Teccuci},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Mateo, CA},
PAGES = {141--164},
YEAR = {1994},
KEY = {EITHER}
}
@INCOLLECTION{mooney:bkchapter95,
AUTHOR = {Raymond J. Mooney},
TITLE = {A Preliminary {PAC} Analysis of Theory Revision},
BOOKTITLE = {Computational Learning Theory and Natural Learning
Systems, Vol. 3},
EDITOR = {T. Petsche and S. Hanson and Jude W. Shavlik},
PAGES = {43--53},
PUBLISHER = {MIT Press},
ADDRESS = {Cambridge, MA},
YEAR = {1995},
KEY = {theory refinement}
}
@INCOLLECTION{mooney:bkchapter96,
AUTHOR = {Raymond J. Mooney and M. E. Califf},
TITLE = {Learning the Past Tense of English Verbs Using
Inductive Logic Programming},
BOOKTITLE = {Connectionist, Statistical, and Symbolic Approaches to
Learning for Natural Language Processing},
EDITOR = {{S. Wermter, E. Riloff} and G. Scheler},
PAGES = {370--384},
PUBLISHER = {Springer},
ADDRESS = {Berlin},
YEAR = {1996},
KEY = {ilp nla}
}
@INCOLLECTION{mooney:bkchapter97,
TITLE = {Inductive Logic Programming for Natural Language
Processing},
AUTHOR = {Raymond J. Mooney},
BOOKTITLE = {Inductive Logic Programming: Selected papers from the
6th International Workshop},
EDITOR = {Stephen Muggleton},
PUBLISHER = {Springer Verlag},
ADDRESS = {Berlin},
PAGES = {3--22},
YEAR = {1997},
KEY = {ILP, emnlp, CHILL}
}
@BOOK{mooney:book90,
TITLE = {A General Explanation-Based Learning Mechanism and its
Application to Narrative Understanding},
AUTHOR = {Raymond J. Mooney},
PUBLISHER = {Pitman Publishers},
ADDRESS = {London},
YEAR = {1990},
KEY = {GENESIS, EBL}
}
@INPROCEEDINGS{mooney:cogsci87,
TITLE = {Integrated Learning of Words and their Underlying
Concepts},
AUTHOR = {Raymond J. Mooney},
BOOKTITLE = {Proceedings of the Ninth Annual Conference of the
Cognitive Science Society},
ADDRESS = {Seattle, WA},
MONTH = JUL,
PAGES = {947--978},
KEY = {GENESIS},
YEAR = {1987}
}
@ARTICLE{mooney:cogscij90,
TITLE = {Learning Plan Schemata From Observation:
Explanation-Based Learning for Plan Recognition},
AUTHOR = {Raymond J. Mooney},
JOURNAL = {Cognitive Science},
VOLUME = {14},
NUMBER = {4},
PAGES = {483--509},
YEAR = {1990},
KEY = {GENESIS, EBL}
}
@INPROCEEDINGS{mooney:dl00,
AUTHOR = {Raymond J. Mooney and L. Roy},
TITLE = {Content-Based Book Recommending Using Learning for
Text Categorization},
BOOKTITLE = {Proceedings of the Fifth ACM Conference on Digital
Libraries},
ADDRESS = {San Antonio, TX},
PAGES = {195--204},
MONTH = JUN,
YEAR = {2000}
}
@INPROCEEDINGS{mooney:emnlp96,
TITLE = {Comparative Experiments on Disambiguating Word Senses:
An Illustration of the Role of Bias in Machine
Learning},
AUTHOR = {Raymond J. Mooney},
BOOKTITLE = {Proceedings of the Conference on Empirical Methods in
Natural Language Processing (EMNLP-96)},
YEAR = {1996},
PAGES = {82--91},
ADDRESS = {Philadelphia, PA}
}
@INPROCEEDINGS{mooney:ijcai85,
TITLE = {Learning Schemata for Natural Language Processing},
AUTHOR = {Raymond J. Mooney and Gerald F. DeJong},
BOOKTITLE = {Proceedings of the Ninth International Joint
Conference on Artificial Intelligence (IJCAI-85)},
ADDRESS = {Los Angeles, CA},
MONTH = AUG,
PAGES = {681--687},
YEAR = {1985},
KEY = {GENESIS esa AIRG WP 67}
}
@INPROCEEDINGS{mooney:ijcai89,
TITLE = {The Effect of Rule Use on the Utility of
Explanation-Based Learning},
AUTHOR = {Raymond J. Mooney},
BOOKTITLE = {Proceedings of the Eleventh International Joint
Conference on Artificial Intelligence (IJCAI-89)},
ADDRESS = {Detroit, MI},
MONTH = AUG,
PAGES = {725--730},
YEAR = {1989},
KEY = {EGGS EBL}
}
@INPROCEEDINGS{mooney:ijcai89a,
TITLE = {An Experimental Comparison of Symbolic and
Connectionist Learning Algorithms},
AUTHOR = {Raymond J. Mooney and Jude W. Shavlik and Geoffrey G.
Towell and A. Gove},
BOOKTITLE = {Proceedings of the Eleventh International Joint
Conference on Artificial Intelligence (IJCAI-89)},
ADDRESS = {Detroit, MI},
MONTH = AUG,
PAGES = {775--780},
YEAR = {1989},
NOTE = {Reprinted in {\it Readings in Machine Learning}, Jude
W. Shavlik and T. G. Dietterich (eds.), Morgan Kaufman,
San Mateo, CA, 1990.},
KEY = {ID3 backprop perceptron}
}
@INPROCEEDINGS{mooney:ijcai97,
AUTHOR = {Raymond J. Mooney},
TITLE = {Integrating Abduction and Induction in Machine
Learning},
BOOKTITLE = {Working Notes of the IJCAI-97 Workshop on Abduction
and Induction in AI},
ADDRESS = {Nagoya, Japan},
YEAR = {1997},
PAGES = {37--42}
}
@INPROCEEDINGS{mooney:ilp92,
TITLE = {Automated Debugging of Logic Programs via Theory
Revision},
AUTHOR = {Raymond J. Mooney and Bradley L. Richards},
BOOKTITLE = {Proceedings of the Second International Workshop on
Inductive Logic Programming (ILP-92)},
YEAR = {1992},
ADDRESS = {Tokyo, Japan},
KEY = {FORTE}
}
@INPROCEEDINGS{mooney:ilp96,
AUTHOR = {Raymond J. Mooney},
TITLE = {Inductive Logic Programming for Natural-Language
Processing},
BOOKTITLE = {Proceedings of the Sixth International Workshop on
Inductive Logic Programming (ILP-96)},
YEAR = {1996},
PAGES = {205--224}
}
@ARTICLE{mooney:jair95,
TITLE = {Induction of First-Order Decision Lists: Results on
Learning the Past Tense of {English} Verbs},
AUTHOR = {Raymond J. Mooney and M. E. Califf},
JOURNAL = {Journal of Artificial Intelligence Research},
VOLUME = {3},
PAGES = {1--24},
YEAR = {1995},
KEY = {FOIDL, ILP}
}
@INPROCEEDINGS{mooney:lll99,
AUTHOR = {Raymond J. Mooney},
TITLE = {Learning for Semantic Interpretation: Scaling Up
Without Dumbing Down},
BOOKTITLE = {Workshop Notes for the Workshop on Learning Language
in Logic},
YEAR = {1999},
PAGES = {7--15},
ADDRESS = {Bled, Slovenia}
}
@INPROCEEDINGS{mooney:ml89,
TITLE = {Induction Over the Unexplained: Integrated Learning of
Concepts with Both Explainable and Conventional
Aspects},
AUTHOR = {Raymond J. Mooney and Dirk Ourston},
BOOKTITLE = {Proceedings of the Sixth International Workshop on
Machine Learning},
PAGES = {5--7},
MONTH = JUN,
YEAR = {1989},
ADDRESS = {Ithaca, NY},
KEY = {iou}
}
@INPROCEEDINGS{mooney:ml91,
TITLE = {Constructive Induction in Theory Refinement},
AUTHOR = {Raymond J. Mooney and Dirk Ourston},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Machine Learning},
PAGES = {178--182},
MONTH = JUN,
ADDRESS = {Evanston, IL},
YEAR = {1991},
KEY = {EITHER}
}
@ARTICLE{mooney:mlj93,
TITLE = {Induction Over the Unexplained: Using Overly General
Domain Theories to Aid Concept Learning},
AUTHOR = {Raymond J. Mooney},
JOURNAL = {Machine Learning},
VOLUME = {10},
PAGES = {79--110},
YEAR = {1993},
KEY = {IOU}
}
@ARTICLE{mooney:mlj95,
TITLE = {Encouraging Experimental Results on Learning {CNF}},
AUTHOR = {Raymond J. Mooney},
JOURNAL = {Machine Learning},
VOLUME = {19},
NUMBER = {1},
PAGES = {79--92},
YEAR = {1995},
KEY = {rule induction}
}
@INPROCEEDINGS{mooney:msl91,
TITLE = {A Multistrategy Approach to Theory Refinement},
AUTHOR = {Raymond J. Mooney and Dirk Ourston},
BOOKTITLE = {Proceedings of the First International Workshop on
Multistrategy Learning},
PAGES = {115--130},
MONTH = NOV,
ADDRESS = {Harper's Ferry, W.Va.},
YEAR = {1991},
KEY = {EITHER}
}
@ARTICLE{mooney:nnr90,
TITLE = {A Review of 'An Empirical Comparison of {ID3} and
Backpropagation' by Fisher and McKusick},
AUTHOR = {Raymond J. Mooney},
JOURNAL = {Neural Network Review},
VOLUME = {4},
NUMBER = {2},
PAGES = {84--86},
YEAR = {1990},
KEY = {}
}
@INPROCEEDINGS{mooney:rec-wkshp98,
TITLE = {Book Recommending Using Text Categorization with
Extracted Information},
AUTHOR = {Raymond J. Mooney and P. Bennett and L. Roy},
BOOKTITLE = {Papers from the AAAI-98 Workshop on
Recommender Systems},
YEAR = {1998},
PAGES = {70--74},
ADDRESS = {Madison, WI}
}
@ARTICLE{mooney:sigart94,
TITLE = {Integrating {ILP} and {EBL}},
AUTHOR = {Raymond J. Mooney and J. M. Zelle},
JOURNAL = {Sigart Bulletin (special issue on Inductive Logic
Programmming)},
VOLUME = {5},
NUMBER = {1},
PAGES = {12--21},
YEAR = {1994},
KEY = {}
}
@INPROCEEDINGS{mooney:sigir-rec99,
AUTHOR = {Raymond J. Mooney and L. Roy},
TITLE = {Content-Based Book Recommending Using Learning for
Text Categorization},
BOOKTITLE = {Proceedings of the SIGIR-99 Workshop on Recommender
Systems: Algorithms and Evaluation},
YEAR = {1999},
PAGES = {},
ADDRESS = {Bekeley, CA}
}
@INPROCEEDINGS{mooney:textcat-wkshp98,
TITLE = {Book Recommending Using Text Categorization with
Extracted Information},
AUTHOR = {Raymond J. Mooney and P. Bennett and L. Roy},
BOOKTITLE = {Papers from the AAAI-98 Workshop on Text
Categorization},
YEAR = {1998},
PAGES = {49--54},
ADDRESS = {Madison, WI}
}
@PHDTHESIS{mooney:thesis88,
TITLE = {A General Explanation-Based Learning Mechanism and its
Application to Narrative Understanding},
AUTHOR = {Raymond J. Mooney},
NUMBER = {Ph.D. Thesis},
SCHOOL = {University of Illinois},
INSTITUTION = {Department of Computer Science},
ADDRESS = {Urbana, IL},
YEAR = {1988},
MONTH = JAN,
NOTE = {Also appears as Technical Report UILU-ENG-87-2269,
Coordinated Science Laboratory, University of Illinois
at Urbana-Champaign.},
KEY = {ebl phd thesis}
}
@TECHREPORT{mooney:tr89,
TITLE = {Induction Over the Unexplained: {A} New Approach to
Combining Empirical and Explanation-Based Learning},
AUTHOR = {Raymond J. Mooney and Dirk Ourston and S. Y. Wu},
NUMBER = {AI89-110},
INSTITUTION = {Artificial Intelligence Laboratory, University of
Texas},
ADDRESS = {Austin, TX},
MONTH = AUG,
YEAR = {1989},
KEY = {IOU EBL/SBL}
}
@TECHREPORT{mooney:tr91,
TITLE = {Theory Refinement with Noisy Data},
AUTHOR = {Raymond J. Mooney and Dirk Ourston},
NUMBER = {AI91-153},
INSTITUTION = {Artificial Intelligence Laboratory, University of
Texas},
ADDRESS = {Austin, TX},
MONTH = MAR,
YEAR = {1991},
KEY = {EITHER}
}
@INPROCEEDINGS{moore:arpa94,
AUTHOR = {R. Moore and M. Cohen and V. Abrash and D. Appelt and
H. Bratt and J. Butzberger and L. Cherny and J. Dowding
and H. Franco and J. Gawron and D. Moran},
TITLE = {{SRI}'s recent progress on the {ATIS} task},
BOOKTITLE = {Proceedings {ARPA} spoken language systems technology
workshop},
YEAR = {1994},
PAGES = {6--8},
PLACE = {Princeton, NJ}
}
@INPROCEEDINGS{moore:its97,
AUTHOR = {Jerome Moore and Eui-Hong (Sam) Han and Daniel Boley
and Maria Gini and Robert Gross and Kyle Hastings and
George Karypis and Vipin Kumar and and Bamshard
Mobasher},
TITLE = {Web page categorization and feature selection using
association rule and principal component clustering},
BOOKTITLE = {Proceedings of the 7th Workshop on Information
Technologies and Systems},
YEAR = {1997}
}
@ARTICLE{mostafa:nc95,
AUTHOR = {Abu-Mostafa, Y.S.},
TITLE = {Hints},
JOURNAL = {Neural Computation},
VOLUME = {7},
PAGES = {639-671},
YEAR = 1995,
MONTH = {}
}
@BOOK{motwani:book95,
AUTHOR = {R. Motwani and P. Raghavan},
TITLE = {Randomized Algorithms},
PUBLISHER = {Cambridge University Press},
YEAR = {1995}
}
@INCOLLECTION{mozer:nips89,
TITLE = {Skeletonization: {A} Technique for Trimming the Fat
from a Network via Relevance Assessment},
EDITOR = {David S. Touretzky},
BOOKTITLE = {{Advances in Neural Information Processing Systems
1}},
AUTHOR = {Michael C. Mozer and Paul Smolensky},
ADDRESS = {San Mateo, CA},
PUBLISHER = {Morgan Kaufmann},
PAGES = {107--115},
YEAR = {1989}
}
@PROCEEDINGS{muc:muc91,
TITLE = {Proceedings of the Third Message Understanding
Evaluation and Conference ({MUC}-91)},
EDITOR = {DARPA},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Mateo, CA},
YEAR = {1991}
}
@PROCEEDINGS{muc:muc92,
TITLE = {Proceedings of the Fourth Message Understanding
Evaluation and Conference ({MUC}-92)},
EDITOR = {DARPA},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Mateo, CA},
YEAR = {1992}
}
@PROCEEDINGS{muc:muc93,
TITLE = {Proceedings of the Fifth Message Understanding
Evaluation and Conference ({MUC}-93)},
EDITOR = {DARPA},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Mateo, CA},
YEAR = {1993}
}
@PROCEEDINGS{muc:muc95,
TITLE = {Proceedings of the Sixth Message Understanding
Evaluation and Conference ({MUC}-95)},
EDITOR = {DARPA},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Mateo, CA},
YEAR = {1995}
}
@PROCEEDINGS{muc:muc98,
TITLE = {Proceedings of the Seventh Message Understanding
Evaluation and Conference ({MUC}-98)},
EDITOR = {DARPA},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {Fairfax, VA},
MONTH = APR,
YEAR = {1998}
}
@ARTICLE{muggleton:ai96,
AUTHOR = {A. Srinivasan and Stephen H. Muggleton and M. J.
Sternberg and R. D. King},
TITLE = {Theories for Mutagenicity: {A} Study in First-Order
and Feature-Based Induction},
JOURNAL = {Artificial Intelligence},
YEAR = {1996},
VOLUME = {85},
PAGES = {277--300},
KEY = {ILP, Progol}
}
@INPROCEEDINGS{muggleton:alt90,
TITLE = {Efficient Induction of Logic Programs},
AUTHOR = {Stephen Muggleton and C. Feng},
BOOKTITLE = {Proceedings of the First Conference on Algorithmic
Learning Theory},
YEAR = {1990},
PUBLISHER = {Ohmsha},
ADDRESS = {Tokyo, Japan},
KEY = {GOLEM}
}
@INCOLLECTION{muggleton:bkchapter92,
AUTHOR = {Stephen Muggleton and C. Feng},
TITLE = {Efficient Induction of Logic Programs},
BOOKTITLE = {Inductive Logic Programming},
EDITOR = {Stephen Muggleton},
PUBLISHER = {Academic Press},
ADDRESS = {New York},
PAGES = {281--297},
YEAR = {1992},
KEY = {GOLEM}
}
@BOOK{muggleton:book92,
TITLE = {Inductive Logic Programming},
EDITOR = {Stephen H. Muggleton},
PUBLISHER = {Academic Press},
ADDRESS = {New York, NY},
YEAR = {1992},
KEY = {ILP}
}
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AUTHOR = {Muggleton, S. and Srinivasan, A. and Bain, M.},
TITLE = {Compression, significance and accuracy},
BOOKTITLE = {Proceedings of the 9th International Workshop on Machine Learning},
PUBLISHER = {Morgan Kaufmann},
EDITOR = {Sleeman, D. and Edwards, P.},
PAGES = {338-347},
YEAR = {1992},
URL = {citeseer.nj.nec.com/muggleton92compression.html}
}
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TITLE = {{DUCE}, an Oracle Based Approach to Constructive
Induction},
AUTHOR = {Stephen Muggleton},
BOOKTITLE = {Proceedings of the Tenth International Joint
Conference on Artificial Intelligence (IJCAI-87)},
PAGES = {287--292},
MONTH = AUG,
YEAR = {1987},
ADDRESS = {Milan, Italy},
KEY = {inverse resolution}
}
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TITLE = {Inverting Implication},
AUTHOR = {Stephen Muggleton},
BOOKTITLE = {Proceedings of the Second International Workshop on
Inductive Logic Programming (ILP-92)},
MONTH = JUN,
ADDRESS = {Tokyo, Japan},
YEAR = {1992},
KEY = {}
}
@ARTICLE{muggleton:jlp94,
TITLE = {Inductive Logic Programming: Theory and Methods},
AUTHOR = {Stephen H. Muggleton and Luc De Raedt},
JOURNAL = {Journal of Logic Programming},
VOLUME = {19},
PAGES = {629--679},
YEAR = {1994}
}
@INCOLLECTION{muggleton:mitecs99,
AUTHOR = {S. Muggleton},
TITLE = {Inductive {L}ogic {P}rogramming},
BOOKTITLE = {The {MIT} Encyclopedia of the Cognitive Sciences ({MITECS})},
PUBLISHER = {MIT Press},
YEAR = {1999},
URL = {citeseer.nj.nec.com/muggleton92inductive.html}
}
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TITLE = {Machine Invention of First-order Predicates by
Inverting Resolution},
AUTHOR = {Stephen Muggleton and W. Buntine},
BOOKTITLE = {Proceedings of the Fifth International Conference on
Machine Learning (ICML-88)},
PAGES = {339--352},
MONTH = JUN,
YEAR = {1988},
ADDRESS = {Ann Arbor, MI},
KEY = {inverting resolution}
}
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AUTHOR = {Stephen H. Muggleton and A. Srinivasan and M. E.
Bain},
TITLE = {Compression, significance and accuracy},
BOOKTITLE = {Proceedings of the Ninth International Conference on
Machine Learning},
YEAR = {1992},
ANNOTE = {}
}
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AUTHOR = {Stephen Muggleton},
TITLE = {Inverse Entailment and {Progol}},
JOURNAL = {New Generation Computing Journal},
YEAR = {1995},
VOLUME = {13},
PAGES = {245--286}
}
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TITLE = {Protein secondary structure prediction using
logic-based machine learning},
AUTHOR = {Stephen Muggleton and R. King and M. Sternberg},
JOURNAL = {Protein Engineering},
VOLUME = {5},
NUMBER = {7},
PAGES = {647--657},
YEAR = {1992},
KEY = {}
}
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YEAR = {1988}
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Language Resources \& Evaluation (LREC-2002)},
ADDRESS = {Las Palmas, Spain},
MONTH = MAY,
YEAR = {2002}
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TITLE = {Computer-Based Adaptive Instruction: {E}ffects of
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NUMBER = {2},
PAGES = {51--56},
YEAR = {1991},
KEY = {edu concept}
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TITLE = {{ID2-of-3}: Constructive Induction of
{M}-of-{N} Concepts for Discriminators in Decision Trees},
AUTHOR = {P. M. Murphy and Michael J. Pazzani},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Machine Learning},
PAGES = {183--187},
MONTH = JUN,
ADDRESS = {Evanston, IL},
YEAR = {1991},
KEY = {}
}
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AUTHOR = {W. R. Murray},
PUBLISHER = {Pitman Publishing},
ADDRESS = {London},
YEAR = {1988},
KEY = {TALUS}
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TITLE = {Controlling Search for the Consequences of New
Information During Knowledge Integration},
AUTHOR = {K. S. Murray and B. W. Porter},
BOOKTITLE = {Proceedings of the Sixth International Workshop on
Machine Learning},
PAGES = {290--295},
MONTH = JUN,
YEAR = {1989},
ADDRESS = {Ithaca, NY},
KEY = {KI}
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TITLE = {{KI}: An Experiment in Automating Knowledge
Integration},
AUTHOR = {K. S. Murray},
NUMBER = {AI88-90},
INSTITUTION = {University of Texas},
ADDRESS = {Austin, TX},
MONTH = OCT,
YEAR = {1989},
KEY = {ki}
}
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AUTHOR = {Ronald C. Musick},
TITLE = {Belief Network Induction},
SCHOOL = {University of California at Berkeley},
YEAR = {1994},
ANNOTE = {}
}
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TITLE = {Selective Sampling with Redundant Views},
AUTHOR = {I. Muslea and S. Minton and C. A. Knoblock},
BOOKTITLE = {Proceedings of the Seventeenth National Conference on
Artificial Intelligence (AAAI-2000)},
PAGES = {621--626},
KEY = {active learning, IE},
YEAR = {2000}
}
@INPROCEEDINGS{muslea:agent99,
AUTHOR = {Ion Muslea and Steven Minton and Craig A. Knoblock},
TITLE = {A Hierarchical Approach to Wrapper Induction},
BOOKTITLE = {Proceedings of the Third Annual Conference on Autonomous Agents},
PAGES = {190--197},
ADDRESS = {Seatttle, WA},
PUBLISHER = {ACM},
MONTH = MAY,
YEAR = {1999}
}
@INPROCEEDINGS{muslea:conald98,
AUTHOR = {Ion Muslea and Steve Minton and Craig Knoblock},
TITLE = {Wrapper induction for semistructured, Web-based
information sources},
BOOKTITLE = {The Proceedings of the Conference on Automatic
Learning and Discovery (CONALD-98)},
ADDRESS = {Pittsburgh, PA},
YEAR = {2000}
}
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AUTHOR = {Ion Muslea},
TITLE = {Active + Semi-Supervised Learning = Robust Multi-View Learning},
BOOKTITLE = {Proceedings of the 19th International Conference on Machine Learning (ICML 2002)},
PAGES = {435-442},
YEAR = 2002
}
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AUTHOR = {Ion Muslea},
TITLE = {Extraction Patterns for Information Extraction Tasks:
{A} Survey},
BOOKTITLE = {Papers from the Sixteenth National Conference
on Artificial Intelligence (AAAI-99) Workshop on
Machine Learning for Information Extraction},
EDITOR = {Mary Elaine Califf},
PUBLISHER = {AAAI Press},
ADDRESS = {Orlando, FL},
MONTH = JUL,
YEAR = {1999}
}
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TITLE = {Selective Sampling + Semi-supervised Learning = Robost
Multi-View Learning},
AUTHOR = {I. Muslea and S. Minton and C. A. Knoblock},
BOOKTITLE = {IJCAI-01 Workshop on Text-Categorization: Beyond
Supervision},
KEY = {semi-supervised co-training active-learning},
YEAR = {2001}
}
@PHDTHESIS{muslea:thesis02,
TITLE = {Active learning with multiple views},
AUTHOR = {Ion Muslea},
NUMBER = {Ph.D. Thesis},
SCHOOL = {University of Southern California},
YEAR = {2002}
}
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AUTHOR = {Ion Muslea and Steve Minton and Craig Knoblock},
TITLE = {Selective Sampling + Semi-supervised Learning =
Robust Multi-View Learning},
BOOKTITLE = {Proceedings of IJCAI-2001 Workshop on Text Learning Beyond Supervision},
YEAR = 2001
}
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AUTHOR = {S. A. Mussman and C. W. Chang and L. Booker},
TITLE = {Real Time Control Strategy for {Bayesian} Belief
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YEAR = {1990},
PUBLISHER = {IEEE Society Press}
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VOLUME = 24,
NUMBER = 2,
PAGES = {123--140},
YEAR = {1996}
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AUTHOR = {Un Yong Nahm and Raymond J. Mooney},
TITLE = {A Mutually Beneficial Integration of Data Mining and
Information Extraction},
BOOKTITLE = {Proceedings of the Seventeenth National Conference on
Artificial Intelligence (AAAI-2000)},
ADDRESS = {Austin, TX},
PAGES = {627--632},
YEAR = {2000},
MONTH = JUL,
KEY = {DiscoTEX, KDD, IE}
}
@INPROCEEDINGS{nahm:cikm02,
AUTHOR = {Un Yong Nahm and Raymond J. Mooney},
TITLE = {Mining Soft-Matching Association Rules},
BOOKTITLE = {Proceedings of the Eleventh International Conference on
Information and Knowledge Management (CIKM-2002)},
ADDRESS = {McLean, VA},
PAGES = {681--683},
YEAR = {2002},
MONTH = NOV,
KEY = {DiscoTEX, KDD, IE, SoftApriori}
}
@INPROCEEDINGS{nahm:icml-wkshp02,
AUTHOR = {Un Yong Nahm and Mikhail Bilenko and Raymond J.
Mooney},
TITLE = {Two Approaches to Handling Noisy Variation in Text
Mining},
BOOKTITLE = {Papers from the Nineteenth International
Conference on Machine Learning (ICML-2002) Workshop on
Text Learning},
ADDRESS = {Sydney, Australia},
PAGES = {18--27},
MONTH = JUL,
YEAR = {2002}
}
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AUTHOR = {Un Yong Nahm and Raymond J. Mooney},
TITLE = {Mining Soft-Matching Rules from Textual Data},
BOOKTITLE = {Proceedings of the Seventeenth International Joint
Conference on Artificial Intelligence (IJCAI-2001)},
ADDRESS = {Seattle, WA},
PAGES = {979--984},
YEAR = {2001},
MONTH = JUL,
KEY = {DiscoTEX, KDD, IE}
}
@INPROCEEDINGS{nahm:kdd00-wkshp,
AUTHOR = {Un Yong Nahm and Raymond J. Mooney},
TITLE = {Using Information Extraction to Aid the Discovery of
Prediction Rules from Texts},
BOOKTITLE = {Proceedings of the Sixth International
Conference on Knowledge Discovery and Data Mining
(KDD-2000) Workshop on Text Mining},
ADDRESS = {Boston, MA},
YEAR = {2000},
MONTH = AUG,
PAGES = {51--58},
KEY = {DiscoTEX, KDD, IE, text mining}
}
@INPROCEEDINGS{nahm:ss02,
AUTHOR = {Un Yong Nahm and Raymond J. Mooney},
TITLE = {Text Mining with Information Extraction},
BOOKTITLE = {Proceedings of the AAAI 2002 Spring Symposium on Mining Answers from Texts and Knowledge Bases},
ADDRESS = {Stanford, CA},
YEAR = {2002},
KEY = {DiscoTEX, KDD, IE}
}
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KEY = {}
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VOLUME = {69},
PAGES = {295--308},
YEAR = {1998},
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YEAR = {1992},
VOLUME = {56},
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AUTHOR = {R. M. Neal and G. E. Hinton},
TITLE = {A View of the {EM} algorithm that justifies incremental, sparse, and other variants},
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BOOKTITLE = {Learning in Graphical Models},
PUBLISHER = {MIT Press},
YEAR = {1998},
PAGES = {355-368}
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Analysis Workshop},
YEAR = 2003
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TITLE = {Iterative Classification in Relational Data},
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Statistical Models from Relational Data},
PUBLISHER = {AAAI Press / The MIT Press},
ADDRESS = {Austin, TX},
YEAR = {2000}
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TITLE = {Constraints on structure: Evidence from {American Sign
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Volume 1: The Data},
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AUTHOR = {Hwee Tou Ng and Raymond J. Mooney},
TITLE = {The Role of Coherence in Constructing and Evaluating
Abductive Explanations},
BOOKTITLE = {Working Notes of the AAAI Spring Symposium on
Automated Abduction},
MONTH = MAR,
YEAR = {1990},
ADDRESS = {Stanford, CA}
}
@INPROCEEDINGS{ng:aaai90,
TITLE = {The Role of Coherence in Abductive Explanation},
AUTHOR = {Hwee Tou Ng and Raymond J. Mooney},
ADDRESS = {Detroit, MI},
BOOKTITLE = {Proceedings of the Eighth National Conference on
Artificial Intelligence (AAAI-90)},
YEAR = {1990},
MONTH = JUL,
PAGES = {337--442},
KEY = {ACCEL}
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@INPROCEEDINGS{ng:aaai91,
TITLE = {An Efficient First-Order {Horn}-Clause Abduction
System Based on the {ATMS}},
AUTHOR = {Hwee Tou Ng and Raymond J. Mooney},
BOOKTITLE = {Proceedings of the Ninth National Conference on
Artificial Intelligence (AAAI-91)},
PAGES = {494--499},
MONTH = JUL,
YEAR = {1991},
ADDRESS = {Anaheim, CA},
KEY = {atms}
}
@INPROCEEDINGS{ng:acl96,
AUTHOR = {Hwee Tou Ng and H. B. Lee},
TITLE = {Integrating Multiple Knowledge Sources to Disambiguate
Word Sense: An Exemplar-Based Approach},
BOOKTITLE = {Proceedings of the 34th Annual Meeting of the
Association for Computational Linguistics (ACL-96)},
YEAR = {1996},
PAGES = {40--47},
ADDRESS = {Santa Cruz, CA}
}
@ARTICLE{ng:aimag97,
AUTHOR = {Hwee Tou Ng and J. Zelle},
TITLE = {Corpus-Based Approaches to Semantic Interpretation in
Natural Language Processing},
JOURNAL = {AI Magazine},
YEAR = {1997},
VOLUME = {18},
NUMBER = {4},
PAGES = {45--64}
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AUTHOR = {Hwee Tou Ng},
TITLE = {Model-Based, Multiple Fault Diagnosis of Time-Varying,
Continuous Physical Devices},
BOOKTITLE = {Proceedings of the Sixth IEEE Conference on Artificial
Intelligence Applications},
YEAR = {1990},
PAGES = {9--15},
ADDRESS = {Santa Barbara, CA},
NOTE = {Reprinted in {\em Readings in Model-based Diagnosis},
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Kaufman, San Mateo, CA, 1992.}
}
@INPROCEEDINGS{ng:emnlp00,
TITLE = {A Machine Learning Approach to Answering Questions for
Reading Comprehension Tests},
AUTHOR = {Hwee Tou Ng and Leong Hwee Teo and Jennifer Lai Pheng
Kwan},
BOOKTITLE = {Proceedings of the Joint SIGDAT Conference on
Empirical Methods in Natural Language Processing and
Very Large Corpora(EMNLP/VLC-2000)},
PAGES = {124--132},
ADDRESS = {Hong Kong},
MONTH = OCT,
YEAR = {2000}
}
@ARTICLE{ng:ieee-expert91,
AUTHOR = {Hwee Tou Ng},
TITLE = {Model-Based, Multiple-Fault Diagnosis of Dynamic,
Continuous Physical Devices},
JOURNAL = {IEEE Expert},
YEAR = {1991},
VOLUME = {6},
NUMBER = {6},
PAGES = {38--43}
}
@INPROCEEDINGS{ng:kr92,
TITLE = {Abductive Plan Recognition and Diagnosis: {A} Comprehensive
Empirical Evaluation},
AUTHOR = {Hwee Tou Ng and Raymond J. Mooney},
BOOKTITLE = {Proceedings of the Third International Conference on
Principles of Knowledge Representation and Reasoning},
MONTH = OCT,
YEAR = {1992},
ADDRESS = {Cambridge, MA},
PAGES = {499--508}
}
@INPROCEEDINGS{ng:pr89,
AUTHOR = {Hwee Tou Ng and Raymond J. Mooney},
TITLE = {Occam's {R}azor Isn't Sharp Enough: The Importance of
Coherence in Abductive Explanation},
BOOKTITLE = {Working Notes of the Second AAAI Workshop on Plan
Recognition},
MONTH = AUG,
YEAR = {1989},
ADDRESS = {Detroit, Michigan}
}
@INPROCEEDINGS{ng:sigir97,
TITLE = {Feature Selection, Perceptron Learning, and a
Usability Case Study for Text Categorization},
AUTHOR = {Hwee Tou Ng and Wei Boon Goh and Kok Leong Low},
BOOKTITLE = {Proceedings of 20th International ACM SIGIR
Conference on Research and Development in Information
Retrieval},
YEAR = {1997},
PAGES = {67--73},
ADDRESS = {Philadelphia, PA}
}
@PHDTHESIS{ng:thesis92,
TITLE = {A General Abductive System with Applications to Plan
Recognition and Diagnosis},
AUTHOR = {Hwee Tou Ng},
NUMBER = {Ph.D. Thesis},
SCHOOL = {Department of Computer Sciences, University of Texas},
ADDRESS = {Austin, TX},
YEAR = {1992},
MONTH = MAY,
NOTE = {Also appears as Artificial Intelligence Laboratory
Technical Report AI 92-177},
KEY = {ACCEL}
}
@TECHREPORT{ng:tr88,
TITLE = {A Computerized Prototype Natural Language Tour Guide},
AUTHOR = {Hwee Tou Ng},
NUMBER = {AI88-75},
INSTITUTION = {Artificial Intelligence Laboratory, University of
Texas},
ADDRESS = {Austin, TX},
MONTH = APR,
YEAR = {1988},
KEY = {}
}
@TECHREPORT{ng:tr89,
TITLE = {Abductive Explanations for Text Understanding: Some
Problems and Solutions},
AUTHOR = {Hwee Tou Ng and Raymond J. Mooney},
NUMBER = {AI89-116},
INSTITUTION = {Artificial Intelligence Laboratory, University of
Texas},
ADDRESS = {Austin, TX},
MONTH = AUG,
YEAR = {1989},
KEY = {abduce}
}
@TECHREPORT{ng:tr91,
AUTHOR = {Hwee Tou Ng and Raymond J. Mooney},
TITLE = {An Efficient First-Order Abduction System Based on the
{ATMS}},
INSTITUTION = {Artificial Intelligence Laboratory, Department of
Computer Sciences, The University of Texas at Austin},
MONTH = JAN,
YEAR = {1991},
TYPE = {Technical Report},
NUMBER = {AI91-151}
}
@INPROCEEDINGS{nigam:aaai98,
TITLE = {Learning to Classify Text from Labeled and Unlabeled
Documents},
AUTHOR = {Kamal Nigam and Andrew McCallum and Sebastian Thrun
and Tom Mitchell},
BOOKTITLE = {Proceedings of the Fifteenth National Conference on
Artificial Intelligence (AAAI-98)},
ADDRESS = {Madison, WI},
MONTH = JUL,
PAGES = {792--799},
KEY = {text categorization, EM, naive bayes},
YEAR = {1998}
}
@INPROCEEDINGS{nigam:cikm00,
AUTHOR = {Kamal Nigam and Rayid Ghani},
TITLE = {Analyzing the Effectiveness and Applicability of
Co-training},
BOOKTITLE = {Proceedings of the Ninth International Conference on
Information and Knowledge (CIKM-2000)},
YEAR = {2000},
PAGES = {86--93},
KEY = {co-training}
}
@INPROCEEDINGS{nigam:ijcai-wkshp99,
AUTHOR = {Kamal Nigam and John Lafferty and Andrew McCallum},
TITLE = {Using Maximum Entropy for Text Classification},
BOOKTITLE = {Proceedings of the IJCAI-99 Workshop on Information Filtering},
PAGES = {},
ADDRESS = {Stockholm, Sweden},
YEAR = {1999}
}
@ARTICLE{nigam:mlj00,
AUTHOR = {K. Nigam and A. K. McCallum and S. Thrun and T.
Mitchell},
YEAR = {2000},
TITLE = {Text Classification from Labeled and Unlabeled
Documents using {EM}},
JOURNAL = {Machine Learning},
VOLUME = {39},
PAGES = {103--134},
KEYWORDS = {semi-supervised text-cat}
}
@PHDTHESIS{nigam:thesis01,
TITLE = {Using Unlabeled Data to Improve Text Classification},
AUTHOR = {Kamal Nigam},
NUMBER = {Ph.D. Thesis},
SCHOOL = {Carnegie Mellon University},
YEAR = {2001}
}
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TITLE = {Principles of Artificial Intelligence},
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PUBLISHER = {Tioga},
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KEY = {logic}
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TITLE = {Machine Translation: Theoretical and Methodological
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EDITOR = {Sergei Nirenburg},
PUBLISHER = {Cambridge University Press},
ADDRESS = {Cambridge, England},
YEAR = {1987},
KEY = {}
}
@BOOK{nirenburg:mt_kb92,
AUTHOR = {Sergei Nirenburg and Jaime Carbonell and Masaru Tomita
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TITLE = {Machine Translation: {A} Knowledge-Based Approach},
PUBLISHER = {Morgan Kaufmann},
YEAR = {1992},
ADDRESS = {San Mateo, CA}
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@UNPUBLISHED{NIST:ACE02,
AUTHOR = {{National Institute} of Standards and Technology},
TITLE = {{ACE - Automatic Content Extraction}},
NOTE = {http://www.nist.gov/speech/tests/ace/}
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@INCOLLECTION{noelle:book94,
AUTHOR = {David C. Noelle and Garrison W. Cottrell},
TITLE = {Towards Instructable Connectionist Systems},
BOOKTITLE = {Computational Architectures Integrating Neural and
Symbolic Processes},
PUBLISHER = {Kluwer},
EDITOR = {R. Sun and L. Bookman},
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YEAR = 1994
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@INPROCEEDINGS{noordewier:nips91,
TITLE = {Training Knowledge-Based Neural Networks to Recognize
Genes in {DNA} Sequences},
AUTHOR = {Michael O. Noordewier and Geoffrey G. Towell and Jude
W. Shavlik},
BOOKTITLE = {Advances in Neural Information Processing Systems 3},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Mateo, CA},
YEAR = {1991},
KEY = {KBANN}
}
@ARTICLE{nordhausen:mlj93,
AUTHOR = {Bernd Nordhausen and Pat Langley},
TITLE = {An Integrated Framework for Empirical Discovery},
JOURNAL = {Machine Learning},
VOLUME = {12},
PAGES = {17--47},
YEAR = {1993}
}
@BOOK{norvig:book92,
AUTHOR = {Peter Norvig},
TITLE = {Paradigms of Artificial Intelligence Programming: Case
Studies in Common Lisp},
PUBLISHER = {Morgan Kaufmann},
YEAR = {1992},
ADDRESS = {San Mateo, CA}
}
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AUTHOR = {Peter Norvig and Robert Wilensky},
TITLE = {A Critical Evaluation of Commensurable Abduction
Models for Semantic Interpretation},
BOOKTITLE = {Proceedings of the Thirteenth International
Conference on Computational Linguistics},
MONTH = AUG,
YEAR = {1990},
ADDRESS = {Helsinki, Finland}
}
@INPROCEEDINGS{norvig:ijcai83,
AUTHOR = {Peter Norvig},
TITLE = {Frame Activated Inferences in a Story Understanding
Program},
BOOKTITLE = {Proceedings of the Eighth International Joint
Conference on Artificial Intelligence (IJCAI-83)},
MONTH = AUG,
YEAR = {1983},
PAGES = {624--626},
ADDRESS = {Karlsruhe, West Germany}
}
@PHDTHESIS{norvig:thesis87,
AUTHOR = {Peter Norvig},
TITLE = {Unified Theory of Inference for Text Understanding},
SCHOOL = {Computer Science Division, University of California at
Berkeley},
YEAR = {1987},
ADDRESS = {Berkeley, CA},
NOTE = {Technical Report No. UCB/CSD 87/339}
}
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AUTHOR = {David G. Novick and Brian Hansen},
TITLE = {Mutuality strategies for reference in task-oriented
dialogue},
BOOKTITLE = {Proceedings of the 9th Twente Workshop on Language
Technology},
YEAR = {1995},
ADDRESS = {Enschede, Netherlands}
}
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TITLE = {User Modelling and User Adapted Interaction in an
Intelligent Tutoring System},
AUTHOR = {Hyacinth S. Nwana},
JOURNAL = {User Modeling and User-Adapted Interaction},
PUBLISHER = {Kluwer Academic Publishers},
VOLUME = {1},
PAGES = {1--32},
YEAR = {1991},
KEY = {FITS remediation stereotype}
}
@MISC{nytimes:99,
AUTHOR = {{New York Times}},
TITLE = {Doubleclick to buy retailing database keeper},
HOWPUBLISHED = {June 5},
YEAR = 1999
}
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TITLE = {Infant Causal Perception},
AUTHOR = {Lisa M. Oakes and Leslie B. Cohen},
BOOKTITLE = {Advances in Infancy Research},
EDITOR = {Carolyn Rovee-Collier and Lewis P. Lipsitt},
PUBLISHER = {Ablex},
ADDRESS = {Norwood, NJ},
YEAR = {1994},
KEY = {}
}
@ARTICLE{oakes:cogdev90,
AUTHOR = {Lisa M. Oakes and Leslie B. Cohen},
TITLE = {Infant perception of a causal event},
JOURNAL = {Cognitive Development},
VOLUME = {5},
PAGES = {193--207},
YEAR = {1990},
KEY = {}
}
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AUTHOR = {H. Ogata and S. Goto and K. Sato and W. Fujibuchi
and H. Bono and M. Kanehisa},
TITLE = {{KEGG}: Kyoto Encyclopedia of Genes and Genomes},
JOURNAL = {Nucleic Acids Res.},
VOLUME = 27,
PAGES = {29-34},
YEAR = 1999
}
@INCOLLECTION{ohlsson:bkchapter90,
AUTHOR = {Pat Langely and James Wogulis and Stellan Ohlsson},
TITLE = {Rules and Principles in Cognitive Diagnosis},
BOOKTITLE = {Diagnostic Monitoring of Skill and Knowledge
Acquisition},
EDITOR = {N. Frederiksen and R. Glaser and A. Lesgold and M.
Shafto},
PUBLISHER = {Lawrence Erlbaum and Associates},
CHAPTER = {10},
YEAR = {1990},
KEY = {learning models}
}
@TECHREPORT{ohlsson:tr85,
NUMBER = {CMU-RI-TR-85-2},
TITLE = {Identifying solution paths in cognitive diagnosis},
AUTHOR = {Stellan Ohlsson and Pat Langley},
INSTITUTION = {Carnegie-Mellon University},
ADDRESS = {Pittsburgh, PA.},
YEAR = {1985},
KEY = {ACM original}
}
@BOOK{oneil:book88,
TITLE = {How to Make Money in Stocks},
AUTHOR = {William J. O'Neil},
PUBLISHER = {McGraw-Hill},
YEAR = {1988},
KEY = {intro}
}
@ARTICLE{oneill:jbc89,
TITLE = {Escherichia coli promoters},
AUTHOR = {M. C. O'Neill and F. Chiafari},
JOURNAL = {Journal of Biological Chemistry},
VOLUME = {264},
PAGES = {5531--5534},
YEAR = {1989},
KEY = {}
}
@BOOK{oostdijk:book94,
EDITOR = {Nelleke Oostdijk and Pieter {de Haan}},
TITLE = {Corpus-based Research Into Language},
PUBLISHER = {Rodopi},
ADDRESS = {Amsterdam},
YEAR = {1994}
}
@INPROCEEDINGS{opitz:aaai99,
AUTHOR = {David Opitz},
TITLE = {Feature Selection for Ensembles},
BOOKTITLE = {Proceedings of 16th National Conference on Artificial
Intelligence (AAAI)},
PAGES = {379-384},
YEAR = {1999}
}
@ARTICLE{opitz:connsci96,
TITLE = {Actively Searching for an Effective Neural-Network Ensemble},
AUTHOR = {D. Opitz and J. Shavlik},
JOURNAL = {Connection Science},
VOLUME = 8,
PAGES = {},
YEAR = 1996,
KEY = {diversity}
}
@INPROCEEDINGS{opitz:ijcai93,
AUTHOR = {David W. Opitz and Jude W. Shavlik},
TITLE = {Heuristically Expanding Knowledge-Based Neural
Networks},
BOOKTITLE = {Proceedings of the Thirteenth International Joint
Conference on Artificial Intelligence (IJCAI-93)},
YEAR = {1993},
PAGES = {512--517},
ADDRESS = {Chamberry, France}
}
@ARTICLE{opitz:jair97,
AUTHOR = {D. W. Opitz and J. W. Shavlik},
TITLE = {Connectionist Theory Refinement: Genetically Searching the Space of Network Topologies},
JOURNAL = {Journal of Artificial Intelligence Research},
VOLUME = {6},
PAGES = {177--209},
YEAR = {1997},
KEY = {theory refinement, KBANN}
}
@ARTICLE{opitz:jair99,
AUTHOR = {David Opitz and Richard Maclin},
TITLE = {Popular Ensemble Methods: An Empirical Study},
JOURNAL = {Journal of Artificial Intelligence Research},
VOLUME = {11},
PAGES = {169-198},
YEAR = 1999
}
@ARTICLE{orlansky:mpq85,
AUTHOR = {Michael D. Orlansky and John D. Bonvillian},
TITLE = {Sign language acquisition: Language development in
children of deaf parents and implications for other
populations},
JOURNAL = {Merrill-Palmer Quarterly},
VOLUME = {31},
PAGES = {127--143},
YEAR = {1985},
KEY = {}
}
@PROCEEDINGS{ororke:aa90,
EDITOR = {Paul O'Rorke},
TITLE = {Working Notes of the AAAI Spring Symposium on
Automated Abduction},
MONTH = MAR,
YEAR = {1990},
ADDRESS = {Stanford, CA}
}
@INPROCEEDINGS{ororke:aaai83,
AUTHOR = {Paul O'Rorke},
TITLE = {Reasons for Beliefs in Understanding: Applications of
Non-monotonic Dependencies to Story Processing},
BOOKTITLE = {Proceedings of the Third National Conference on
Artificial Intelligence (AAAI-83)},
YEAR = {1983},
PAGES = {306--309},
ADDRESS = {Washington, D.C.}
}
@INCOLLECTION{ororke:bkchapter90,
TITLE = {Theory Formation by Abduction: {A} Case Study Based on
the Chemical Revolution},
AUTHOR = {Paul O'Rorke and Steven Morris and David Schulenburg},
BOOKTITLE = {Computational Models of Scientific Discovery and
Theory Formation},
PUBLISHER = {Morgan Kaufmann},
YEAR = {1990},
EDITOR = {Jeff Shrager and Pat Langley},
KEY = {chemical}
}
@INPROCEEDINGS{ororke:ebls88,
AUTHOR = {Paul O'Rorke},
TITLE = {Automated Abduction and Machine Learning},
BOOKTITLE = {Working Notes of the AAAI Spring Symposium on
Explanation-Based Learning},
YEAR = {1988},
PAGES = {170--174}
}
@INPROCEEDINGS{ororke:ml89,
AUTHOR = {Paul O'Rorke and Steven Morris and David Schulenburg},
TITLE = {Theory Formation by Abduction: Initial Results of a
Case Study Based on the Chemical Revolution},
BOOKTITLE = {Proceedings of the Sixth International Workshop on
Machine Learning},
YEAR = {1989}
}
@INPROCEEDINGS{ororke:pr88,
AUTHOR = {Paul O'Rorke and Timothy Cain},
TITLE = {Explanations Involving Emotions},
BOOKTITLE = {Working Notes of the Workshop on Plan Recognition,
National Conference on Artificial Intelligence},
YEAR = {1988},
ADDRESS = {St. Paul, Minnesota}
}
@INPROCEEDINGS{ourston:aaai90,
TITLE = {Changing the Rules: {A} Comprehensive Approach to
Theory Refinement},
AUTHOR = {Dirk Ourston and Raymond Mooney},
ADDRESS = {Boston, MA},
BOOKTITLE = {Proceedings of the Eighth National Conference on
Artificial Intelligence (AAAI-90)},
YEAR = {1990},
MONTH = JUL,
PAGES = {815--820},
KEY = {theory refinement}
}
@ARTICLE{ourston:ai94,
TITLE = {Theory Refinement Combining Analytical and Empirical
Methods},
AUTHOR = {Dirk Ourston and Raymond J. Mooney},
JOURNAL = {Artificial Intelligence},
VOLUME = {66},
PAGES = {311--344},
YEAR = {1994},
KEY = {EITHER}
}
@INPROCEEDINGS{ourston:ml91,
TITLE = {Improving Shared Rules in Multiple Category Domain
Theories},
AUTHOR = {Dirk Ourston and Raymond J. Mooney},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Machine Learning},
PAGES = {534--538},
MONTH = JUN,
ADDRESS = {Evanston, IL},
YEAR = {1991},
KEY = {EITHER}
}
@PHDTHESIS{ourston:thesis91,
TITLE = {Using Explanation-Based and Empirical Methods in
Theory Revision},
AUTHOR = {Dirk Ourston},
NUMBER = {Ph.D. Thesis},
SCHOOL = {Department of Computer Sciences, University of Texas},
ADDRESS = {Austin, TX},
YEAR = {1991},
MONTH = AUG,
NOTE = {Also appears as Artificial Intelligence Laboratory
Technical Report AI 91-164},
KEY = {EITHER}
}
@TECHREPORT{ourston:tr90,
TITLE = {Improving Shared Rules in Multiple Category Domain
Theories},
AUTHOR = {Dirk Ourston and Raymond J. Mooney},
NUMBER = {AI90-150},
INSTITUTION = {Artificial Intelligence Laboratory, University of
Texas},
ADDRESS = {Austin, TX},
MONTH = DEC,
YEAR = {1990},
KEY = {EITHER}
}
@ARTICLE{oyeleye:cec90,
AUTHOR = {Olayiwola Oluwemimo Oyeleye and Francis Eric Finch and
M. A. Kramer},
TITLE = {Qualitative Modeling and Fault Diagnosis of Dynamic
Processes by {Midas}},
JOURNAL = {Chemical Engineering Communications},
VOLUME = {96},
PAGES = {205--228},
YEAR = {1990}
}
@INPROCEEDINGS{padmanabhan:kdd01,
AUTHOR = {Balaji Padmanabhan and Zhiqiang Zheng and Steven O.
Kimbrough},
TITLE = {Personalization from incomplete data: what you don't
know can hurt.},
BOOKTITLE = {Proceedings of the Seventh ACM SIGKDD International
Conference on Knowledge Discovery and Data Mining
(KDD-2001)},
PAGES = {154-163},
YEAR = 2001
}
@INPROCEEDINGS{padmanabhan:kdd98,
AUTHOR = {B. Padmanabhan and A. Tuzhilin},
TITLE = {A Belief-Driven Method for Discovering Unexpected
Rules},
BOOKTITLE = {Proceedings of the Fourth International Conference on
Knowledge Discovery and Data Mining (KDD-98)},
PAGES = {94--100},
YEAR = {1998}
}
@ARTICLE{pagallo:mlj90,
TITLE = {Boolean Feature Discovery in Empirical Learning},
AUTHOR = {Giulia M. Pagallo and David Haussler},
JOURNAL = {Machine Learning},
VOLUME = {5},
PAGES = {71--100},
YEAR = {1990},
KEY = {FRINGE}
}
@PHDTHESIS{pagallo:thesis90,
TITLE = {Adaptive Decision Tree Algorithms for Learning from
Examples},
AUTHOR = {Giulia M. Pagallo},
NUMBER = {Ph.D. Thesis},
SCHOOL = {University of California},
ADDRESS = {Santa Cruz, CA},
YEAR = {1990},
MONTH = JUN,
KEY = {FRINGE}
}
@ARTICLE{paice:ipm90,
TITLE = {Constructing Literature Abstracts by Computer:
Techniques and Prospects},
AUTHOR = {Chris Paice},
JOURNAL = {Information Processing and Management},
VOLUME = {26},
PAGES = {171--186},
YEAR = {1990},
KEY = {}
}
@INPROCEEDINGS{paliouras:ijcai99,
TITLE = {Learning Rules for Large Vocabulary Word Sense
Disambiguation},
AUTHOR = {Georgios Paliouras and Vangelis Karkaletsis and
Constantine D. Spyropoulos},
BOOKTITLE = {Proceedings of the Sixteenth International Joint
Conference on Artificial Intelligence (IJCAI-99)},
YEAR = {1999},
PAGES = {674--679},
ADDRESS = {Stockholm, Sweden},
KEY = {C4.5 WSD}
}
@INPROCEEDINGS{pan:caia84,
AUTHOR = {J. Pan},
TITLE = {Qualitative Reasoning with deep-level mechanism models
for diagnoses of mechanism failures},
BOOKTITLE = {Proceedings of the 1st IEEE Conference on AI
Applications},
YEAR = {1984},
PAGES = {295--301},
ADDRESS = {Denver, CO}
}
@INPROCEEDINGS{pangloss:amta94,
AUTHOR = {Robert Frederking and {et al.}},
TITLE = {The {{\sc Pangloss} Mark III} Machine Translation
System},
BOOKTITLE = {Proceedings of the 1st AMTA Conference},
YEAR = {1994}
}
@BOOK{pao:book89,
TITLE = {Adaptive Pattern Recognition and Neural Networks},
AUTHOR = {Yoh-Han Pao},
PUBLISHER = {Addison-Wesley},
ADDRESS = {Reading, MA},
YEAR = {1989},
KEY = {Uncertainty}
}
@INPROCEEDINGS{park:psb01,
AUTHOR = {J.C. Park and H. S. Kim and J. J. Kim},
TITLE = {Bidirectional Incremental Parsing for Automatic Pathway Identification with Combinatory Categorial Grammar},
BOOKTITLE = {Proceedings of the 6th Pacific Symposium on
Biocomputing},
PAGES = {396--407},
YEAR = {2001}
}
@INPROCEEDINGS{pasula:nips03,
AUTHOR = {Hanna Pasula and Bhaskara Marthi and Brian Milch and
Stuart Russell and Ilya Shpitser},
TITLE = {Identity Uncertainty and Citation Matching},
BOOKTITLE = {Advances in Neural Information Processing Systems 15},
PUBLISHER = {MIT Press},
YEAR = {2003}
}
@INPROCEEDINGS{pazzani:aaai93,
TITLE = {Finding Accurate Frontiers: {A} Knowledge-Intensive
Approach to Relational Learning},
AUTHOR = {Michael J. Pazzani and Clifford Brunk},
BOOKTITLE = {Proceedings of the Eleventh National Conference on
Artificial Intelligence (AAAI-93)},
PAGES = {328--334},
ADDRESS = {Washington, D.C.},
YEAR = {1993},
KEY = {}
}
@INPROCEEDINGS{pazzani:aaai96,
TITLE = {{Syskill \& Webert}: Identifying Interesting Web
Sites},
AUTHOR = {Michael J. Pazzani and Jack Muramatsu and Daniel
Billsus},
BOOKTITLE = {Proceedings of the Thirteenth National Conference on
Artificial Intelligence (AAAI-96)},
ADDRESS = {Portland, OR},
MONTH = AUG,
PAGES = {54--61},
KEY = {agents},
YEAR = {1996}
}
@INCOLLECTION{pazzani:bkchapter92,
AUTHOR = {Michael J. Pazzani and Clifford Brunk and Glenn
Silverstein},
TITLE = {An Information-Based Approach to Integrating Empirical
and Explanation-Based Learning},
BOOKTITLE = {Inductive Logic Programming},
EDITOR = {Stephen Muggleton},
PUBLISHER = {Academic Press},
ADDRESS = {New York},
PAGES = {373--394},
YEAR = {1992},
KEY = {FOCL}
}
@INPROCEEDINGS{pazzani:cogsci85,
TITLE = {Explanation and Generalization Based Memory},
AUTHOR = {Michael J. Pazzani},
BOOKTITLE = {Proceedings of the Seventh Annual Conference of the
Cognitive Science Society},
ADDRESS = {Irvine, CA},
PAGES = {323--328},
MONTH = AUG,
YEAR = {1985},
KEY = {occam ebl story}
}
@INPROCEEDINGS{pazzani:ijcai89,
TITLE = {Detecting and Correcting Errors of Omission After
Explanation-Based Learning},
AUTHOR = {Michael J. Pazzani},
BOOKTITLE = {Proceedings of the Eleventh International Joint
Conference on Artificial Intelligence (IJCAI-89)},
PAGES = {713--718},
MONTH = AUG,
YEAR = {1989},
ADDRESS = {Detroit, MI},
KEY = {occam omission}
}
@ARTICLE{pazzani:jep91,
TITLE = {Influence of prior knowledge on concept acquisition:
Experimental and computational results},
AUTHOR = {Michael J. Pazzani},
JOURNAL = {Journal of Experimental Psychology: Learning, Memory,
and Cognition},
VOLUME = {17},
PAGES = {416--432},
YEAR = {1991}
}
@INPROCEEDINGS{pazzani:kakbs90,
TITLE = {Detecting and Correcting Errors in Rule-Based Expert
Systems: An Integration of Empirical and
Explanation-Based Learning},
AUTHOR = {Michael J. Pazzani and Clifford Brunk},
BOOKTITLE = {Proceedings of the 5th Knowledge Acquisition for
Knowledge-Based Systems Workshop},
ADDRESS = {Banff, Canada},
MONTH = OCT,
YEAR = {1990},
KEY = {KR-FOCL}
}
@INPROCEEDINGS{pazzani:ml87,
TITLE = {Inducing Causal and Social Theories: {A} Prerequisite
for Explanation-Based Learning},
AUTHOR = {Michael J. Pazzani},
BOOKTITLE = {Proceedings of the Fourth International Workshop on
Machine Learning},
MONTH = JUN,
ADDRESS = {Irvine, CA},
PAGES = {230--241},
YEAR = {1987},
KEY = {ebl incomplete}
}
@INPROCEEDINGS{pazzani:ml88,
TITLE = {Integrated Learning with Incorrect and Incomplete
Theories},
AUTHOR = {Michael J. Pazzani},
BOOKTITLE = {Proceedings of the Fifth International Conference on
Machine Learning (ICML-88)},
PAGES = {291--297},
MONTH = JUN,
YEAR = {1988},
ADDRESS = {Ann Arbor, MI},
KEY = {occam ebl/sbl}
}
@INPROCEEDINGS{pazzani:ml91,
TITLE = {A Knowledge-Intensive Approach to Learning Relational
Concepts},
AUTHOR = {Michael Pazzani and Clifford Brunk and Glenn
Silverstein},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Machine Learning},
PAGES = {432--436},
MONTH = JUN,
ADDRESS = {Evanston, IL},
YEAR = {1991},
KEY = {FOCL}
}
@ARTICLE{pazzani:mlj92,
TITLE = {The Utility of Background Knowledge in Inductive
Learning},
AUTHOR = {Michael J. Pazzani and Dennis F. Kibler},
JOURNAL = {Machine Learning},
YEAR = {1992},
VOLUME = {9},
PAGES = {57--94},
KEY = {focl}
}
@ARTICLE{pazzani:mlj97,
TITLE = {Learning and Revising User Profiles: The
Identification of Interesting Web Sites},
AUTHOR = {Michael J. Pazzani and Daniel Billsus},
JOURNAL = {Machine Learning},
VOLUME = {27},
NUMBER = {3},
PAGES = {313--331},
YEAR = {1997},
KEY = {Syskill&Webert, theory refinement}
}
@PHDTHESIS{pazzani:thesis88,
TITLE = {Learning Causal Relationships: An Integration of
Empirical and Explanation-Based Learning Methods},
AUTHOR = {Michael J. Pazzani},
NUMBER = {UCLA-AI-88-10},
SCHOOL = {UCLA},
ADDRESS = {Los Angeles, CA},
MONTH = JUN,
YEAR = {1988},
KEY = {occam phd}
}
@INCOLLECTION{pearl:bkchapter88,
AUTHOR = {Judea Pearl},
TITLE = {Evidential Reasoning Under Uncertainty},
BOOKTITLE = {Exploring Artificial Intelligence},
EDITOR = {Howard E. Shrobe},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Mateo, CA},
PAGES = {381--418},
YEAR = {1988},
KEY = {bayes nets}
}
@BOOK{pearl:book88,
TITLE = {Probabilistic Reasoning in Intelligent Systems:
Networks of Plausible Inference},
AUTHOR = {Judea Pearl},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Mateo,CA},
YEAR = {1988},
KEY = {{B}ayesian Networks}
}
@INPROCEEDINGS{pearl:kr91,
TITLE = {A theory of inferred causation},
AUTHOR = {Judea Pearl and T. S. Verma},
BOOKTITLE = {Proceedings of the Second International Conference on
Principles of Knowledge Representation and Reasoning},
YEAR = {1991},
PAGES = {441--452}
}
@INPROCEEDINGS{pedersen:lex95,
TITLE = {Lexical Acquisition via Constraint Solving},
AUTHOR = {Ted Pedersen and Weidong Chen},
BOOKTITLE = {Papers from the 1995 AAAI Symposium on the
Representation and Acquisition of Lexical Knowledge:
Polysemy, Ambiguity, and Generativity},
YEAR = {1995},
PAGES = {118--122},
ADDRESS = {Stanford, CA}
}
@INPROCEEDINGS{pednault:kr89,
AUTHOR = {E. P. D. Pendault},
TITLE = {{ADL}: Exploring the Middle Ground Between Strips and
the Situation Calculus},
BOOKTITLE = {Proceedings of the First International Conference on
Principles of Knowledge Representation and Reasoning},
YEAR = {1989}
}
@BOOK{peirce:book58,
TITLE = {Collected Papers of Charles Sanders Peirce},
AUTHOR = {Charles Sanders Peirce},
PUBLISHER = {MIT Press},
ADDRESS = {Cambridge, Mass.},
YEAR = {1958},
KEY = {}
}
@INPROCEEDINGS{pelleg:ml00,
AUTHOR = {Dan Pelleg and Andrew Moore},
TITLE = {X-means: Extending K-means with Efficient Estimation of the Number of Clusters },
BOOKTITLE = {Proceedings of the Seventeenth International
Conference on Machine Learning (ICML-2000)},
YEAR = {2000}
}
@INPROCEEDINGS{penberthy:kr92,
AUTHOR = {J. Scott Penberthy and Daniel S. Weld},
TITLE = {{UCPOP}: {A} sound, complete, partial order planner
for {ADL}},
BOOKTITLE = {Proceedings of the Third International Conference on
Principles of Knowledge Representation and Reasoning},
MONTH = OCT,
YEAR = {1992},
ADDRESS = {Cambridge,MA},
PAGES = {113--114}
}
@BOOK{peng:book90,
AUTHOR = {Yun Peng and James A. Reggia},
TITLE = {Abductive Inference Models for Diagnostic
Problem-Solving},
PUBLISHER = {Springer Verlag},
YEAR = {1990},
ADDRESS = {New York}
}
@INPROCEEDINGS{pereira:acl92,
AUTHOR = {Fernando C. N. Pereira and Yves Shabes},
TITLE = {Inside-Outside Reestimation from Partially Bracketed
Corpora},
BOOKTITLE = {Proceedings of the 30th Annual Meeting of the
Association for Computational Linguistics (ACL-92)},
YEAR = {1992},
PAGES = {128--135},
ADDRESS = {Newark, Delaware}
}
@INPROCEEDINGS{pereira:acl93,
AUTHOR = {Fernando C. N. Pereira and Naftali Tishby and Lillian
Lee},
TITLE = {Distributional Clustering of {English} Words},
BOOKTITLE = {Proceedings of the 31st Annual Meeting of the
Association for Computational Linguistics (ACL-93)},
YEAR = {1993},
PAGES = {183--190},
ADDRESS = {Columbus, Ohio}
}
@BOOK{pereira:book87,
TITLE = {Prolog and Natural Language Analysis},
AUTHOR = {Fernando C. N. Pereira and Stuart Shieber},
PUBLISHER = {Center for the Study of Language and Information},
ADDRESS = {Stanford, CA},
YEAR = {1987},
KEY = {}
}
@ARTICLE{pereira:dcg80,
AUTHOR = {Fernando C. N. Pereira and David H. D. Warren},
TITLE = {Definite clause grammars for language analysis -
{A} survey of the formalisms and a comparison with
augmented transition networks},
JOURNAL = {Artificial Intelligence},
YEAR = {1980},
VOLUME = {13, 3},
PAGES = {231--278}
}
@ARTICLE{perez-iratxeta:natgen02,
AUTHOR = {Carolina Perez-Iratxeta and P. Bork and M. A. Andrade},
TITLE = {Association of Genes to Genetically Inherited Diseases Using Data Mining},
JOURNAL = {Nature Genetics},
VOLUME = {31},
NUMBER = {3},
PAGES = {316--319},
YEAR = {2002},
MONTH = {July}
}
@INPROCEEDINGS{perez:aips94,
AUTHOR = {M. Alicia P\'{e}rez and Jaime G. Carbonell},
TITLE = {Control Knowledge to Improve the Plan Quality},
BOOKTITLE = {Proceedings of the Second International Conference of
AI Planning Systems},
MONTH = JUN,
PAGES = {},
ADDRESS = {Chicago, IL},
YEAR = {1994},
KEY = {}
}
@INPROCEEDINGS{perkowitz:aaai98,
TITLE = {Adaptive Web Sites: Automatically Synthesizing Web
Pages},
AUTHOR = {Mike Perkowitz and Oren Etzioni},
BOOKTITLE = {Proceedings of the Fifteenth National Conference on
Artificial Intelligence (AAAI-98)},
ADDRESS = {Madison, WI},
MONTH = JUL,
PAGES = {727--732},
KEY = {text clustering},
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NOTE = {Lexicon project working papers 17, MIT Center for
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JOURNAL = {IEEE Transactions on Systems, Man and Cybernetics},
YEAR = {1989},
VOLUME = {19},
NUMBER = {1},
PAGES = {17--30}
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AUTHOR = {Dragomir R. Radev},
TITLE = {Learning Correlations between Linguistic Indicators
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Descriptions of Entities},
BOOKTITLE = {Proceedings of the 36th Annual Meeting of the
Association for Computational Linguistics and COLING-98
(ACL/COLING-98)},
YEAR = {1998},
PAGES = {},
ADDRESS = {Montreal, Quebec}
}
@ARTICLE{radev:cl98,
TITLE = {Generating Natural Language Summaries from Multiple
On-Line Sources},
AUTHOR = {Dragomir R. Radev and Kathleen R. McKeown},
JOURNAL = {Computational Linguistics},
VOLUME = {24},
NUMBER = {3},
PAGES = {469--500},
MONTH = SEP,
YEAR = {1998}
}
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TITLE = {Transformational Grammar},
AUTHOR = {Andrew Radford},
PUBLISHER = {Cambridge University Press},
ADDRESS = {Cambridge, England},
YEAR = {1988},
KEY = {}
}
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AUTHOR = {Raman Rajagopalan and Benjamin J. Kuipers},
BOOKTITLE = {Proceedings of the Seventh International Conference on
Industrial and Engineering Applications of Artificial
Intelligence and Expert Systems},
YEAR = {1994},
ADDRESS = {Seattle, WA}
}
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AUTHOR = {Shankar A. Rajamoney},
TITLE = {A Computational Approach to Theory Revision},
BOOKTITLE = {Computational Models of Scientific Discovery and
Theory Formation},
EDITOR = {Jeff Shrager and Pat Langley},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Mateo, CA},
PAGES = {225--254},
YEAR = {1990},
KEY = {COAST}
}
@INPROCEEDINGS{rajamoney:ml88,
TITLE = {Active Explanation Reduction: An Approach to the
Multiple Explanations Problem},
AUTHOR = {Shankar A. Rajamoney and Gerald F. DeJong},
BOOKTITLE = {Proceedings of the Fifth International Conference on
Machine Learning (ICML-88)},
MONTH = JUN,
YEAR = {1988},
ADDRESS = {Ann Arbor, MI},
PAGES = {242--255}
}
@INPROCEEDINGS{rajamoney:ml89,
TITLE = {Exemplar-Based Theory Rejection},
AUTHOR = {Shankar A. Rajamoney},
BOOKTITLE = {Proceedings of the Sixth International Workshop on
Machine Learning},
MONTH = JUN,
YEAR = {1989},
ADDRESS = {Ithaca, NY},
PAGES = {284--289}
}
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AUTHOR = {Liva Ralaivola and Florence {d'Alche-Buc}},
TITLE = {Incremental Support Vector Machine Learning: A Local
Approach},
BOOKTITLE = {International Conference on Artificial Neural Networks},
PAGES = {322-330},
URL = {http://www.informatik.uni-trier.de/~ley/db/conf/icann/icann2001.html#Ralaivolad01},
YEAR = 2001
}
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TITLE = {Refinement of {B}ayesian Networks by Combining
Connectionist and Symbolic Techniques},
AUTHOR = {Sowmya Ramachandran},
NOTE = {Unpublished Ph.D. Thesis Proposal},
YEAR = {1995},
KEY = {ramachandran proposal}
}
@INPROCEEDINGS{ramachandran:icnn96,
AUTHOR = {Sowmya Ramachandran and Raymond J. Mooney},
TITLE = {Revising {B}ayesian networks parameters using
Backpropagation},
BOOKTITLE = {International Conference on Neural Networks: Plenary,
Panel and Special Sessions},
YEAR = {1996},
ADDRESS = {Washington D.C., USA},
MONTH = JUN,
PAGES = {82--87}
}
@INPROCEEDINGS{ramachandran:ml98,
AUTHOR = {Sowmya Ramachandran and Raymond J. Mooney},
TITLE = {Theory Refinement for {Bayesian} Networks with Hidden
Variables},
BOOKTITLE = {Proceedings of the Fifteenth International Conference
on Machine Learning (ICML-98)},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {Madison, WI},
YEAR = {1998},
PAGES = {454--462},
KEY = {BANNER, Bayes nets}
}
@INPROCEEDINGS{ramachandran:nips92,
AUTHOR = {Sowmya Ramachandran and Lorien Y. Pratt},
TITLE = {Information Measure Based Skeletonisation},
BOOKTITLE = {Advances in Neural Information Processing Systems 4},
YEAR = {1992}
}
@INPROCEEDINGS{ramachandran:qr94,
AUTHOR = {Sowmya Ramachandran and Raymond J. Mooney and Benjamin
J. Kuipers},
TITLE = {Learning Qualitative Models for Systems with Multiple
Operating Regions},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Qualitative Reasoning about Physical Systems},
ORGANIZATION = {Nara Institute of Science and Technology},
ADDRESS = {Nara, Japan},
YEAR = {1994}
}
@PHDTHESIS{ramachandran:thesis98,
TITLE = {Theory Refinement of {Bayesian} Networks with Hidden
Variables},
AUTHOR = {Sowmya Ramachandran},
NUMBER = {Ph.D. Thesis},
SCHOOL = {Department of Computer Sciences, University of Texas},
ADDRESS = {Austin, TX},
YEAR = {1998},
MONTH = MAY,
NOTE = {Also appears as Artificial Intelligence Laboratory
Technical Report AI 98-265 (see
http://www.cs.utexas.edu/users/ai-lab)},
KEY = {BANNER, threv}
}
@UNPUBLISHED{ramachandran:unpublished96,
AUTHOR = {Sowmya Ramachandran and Raymond J. Mooney},
TITLE = {Revising {B}ayesian Network Parameters using
Backpropagation},
YEAR = {1996},
MONTH = JAN,
NOTE = {Unpublished},
ANNOTE = {Comparison of {BANNER} with {APEM}}
}
@ARTICLE{ramamohanarao:vldbj94,
TITLE = {An Introduction to Deductive Database Languages and
Systems},
AUTHOR = {K. Ramamohanarao and J. Harland},
JOURNAL = {VLDB Journal},
VOLUME = {3},
PAGES = {2},
YEAR = {1994}
}
@INPROCEEDINGS{ramshaw:wvlc95,
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TITLE = {Text Chunking Using Transformation-Based Learning},
BOOKTITLE = {Proceedings of the Third Workshop on Very Large
Corpora},
YEAR = {1995},
PLACE = {Boston, MA}
}
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TITLE = {Learning Engineering Models with the minimum Length
Description Principle},
AUTHOR = {R. Bharat Rao and Stephen C-Y Lu},
BOOKTITLE = {Proceedings of the Tenth National Conference on
Artificial Intelligence (AAAI-92)},
ANNOTE = {},
YEAR = {1992}
}
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TITLE = {Formal Theories of Belief Revision},
AUTHOR = {Anand S. Rao and Norman Y. Foo},
BOOKTITLE = {Proceedings of the First International Conference on
Principles of Knowledge Representation and Reasoning},
PAGES = {369--380},
YEAR = {1989},
ADDRESS = {Toronto, Ont.},
KEY = {belief revision}
}
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AUTHOR = {R. Bharat Rao and Diana F. Gordon and William M.
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TITLE = {For Every Generalization Action is There Really an
Equal an Opposite Reaction? {Analysis} of the
Conservation Law for Generalization Performance},
BOOKTITLE = {Proceedings of the Twelfth International Conference on
Machine Learning (ICML-95)},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Francisco, CA},
YEAR = {1995},
PAGES = {471--479}
}
@INCOLLECTION{rasmussen:bkchapter92,
AUTHOR = {Edie M. Rasmussen},
TITLE = {Clustering Algorithms},
BOOKTITLE = {Information Retrieval},
EDITOR = {W. B. Frakes and Ricardo Baeza-Yates},
PUBLISHER = {Prentice Hall},
YEAR = {1992},
ADDRESS = {Englewood Cliffs, NJ},
KEY = {text clustering}
}
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AUTHOR = {Adwait Ratnaparkhi},
YEAR = {1999},
TITLE = {Learning to Parse Natural Language with Maximum
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JOURNAL = {Machine Learning},
VOLUME = {34},
PAGES = {151--176},
KEY = {NLL}
}
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AUTHOR = {Joel Ratsaby and Santosh S. Venkatesh},
TITLE = {Learning from a Mixture of Labeled and Unlabeled Examples with Parametric Side Information},
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Computational Learning Theory},
PAGES = {412-417},
YEAR = {1995}
}
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AUTHOR = {Lisa F. Rau and Ron Brandow and Karl Mitze},
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ADDRESS = {Dagstuhl, Germany},
PAGES = {71--75},
YEAR = {1994}
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TITLE = {Representing Sentence Structure in Hidden
{Markov} Models for Information Extraction},
AUTHOR = {S. Ray and M. Craven},
BOOKTITLE = {Proceedings of the Seventeenth International Joint
Conference on Artificial Intelligence (IJCAI-2001)},
ADDRESS = {Seattle, WA},
PAGES = {1273--1279},
KEY = {IE CompBio},
YEAR = {2001}
}
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AUTHOR = {Soumya Raychaudhuri and Jeffrey T. Chang and Patrick D. Sutphin and Russ B. Altman},
TITLE = {Associating Genes with Gene Ontology Codes Using a Maximum Entropy Analysis of Biomedical Literature},
JOURNAL = {Genome Research},
VOLUME = {12},
PAGES = {203--214},
YEAR = {2002}
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TITLE = {Simultaneous Feature Extraction and Selection Using a
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C. Sanschagrin and L. A. Kuhn},
BOOKTITLE = {7th International Conference on Genetic Algorithms},
ADDRESS = {East Lansing, MI},
MONTH = JUL # { 19--23},
YEAR = {1997},
PUBLISHER = {Morgan Kaufmann, CA},
PAGES = {561--567}
}
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TITLE = {Proceedings of the SIGIR 2001 Workshop on Recommender Systems},
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YEAR = {2001},
ADDRESS = {New Orleans, LA}
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TITLE = {Papers from the AAAI-98 Workshop on
Recommender Systems},
EDITOR = {Henry Kautz},
YEAR = {1998},
PUBLISHER = {AAAI Press},
ADDRESS = {Madison, WI}
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NUMBER = {TR-91-050},
YEAR = {1991}
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TITLE = {Plain-speaking: {A} theory and grammar of spontaneous
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AUTHOR = {R. Reichman},
SCHOOL = {Harvard University},
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YEAR = {1981}
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EDITOR = {R. G. Reilly and N. E. Sharkey},
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PUBLISHER = {Lawrence Erlbaum and Associates},
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YEAR = {1992}
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JOURNAL = {Financial Analysis},
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YEAR = {1988},
KEY = {stock}
}
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AUTHOR = {R. E. Reinke and Ryszard S. Michalski},
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BOOKTITLE = {Machine Intelligence (Vol. 11)},
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PUBLISHER = {Oxford University Press},
ADDRESS = {Oxford, England},
YEAR = {1988},
KEY = {}
}
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AUTHOR = {Raymond Reiter and Johan de Kleer},
TITLE = {Foundations of Assumption-Based Truth Maintenance
Systems},
PAGES = {183--188},
BOOKTITLE = {Proceedings of the Sixth National Conference on
Artificial Intelligence (AAAI-87)},
YEAR = {1987}
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AUTHOR = {Raymond Reiter},
TITLE = {A Theory of Diagnosis from First Principles},
JOURNAL = {Artificial Intelligence},
YEAR = {1987},
VOLUME = {32},
PAGES = {57--95}
}
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EDITOR = {Lawrence A. Birnbaum and Gregg C. Collins},
TITLE = {Proceedings of the Eighth International Workshop on
Machine Learning: Part {VI} Learning Relations},
MONTH = JUN,
ADDRESS = {Evanston, IL},
YEAR = {1991},
KEY = {}
}
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TITLE = {Improving the Design of Similarity-based Rule-learning
Systems},
AUTHOR = {Larry A. Rendell and Howard H. Cho and Raj Seshu},
JOURNAL = {International Journal of Expert Systems},
VOLUME = {2},
PAGES = {97--133},
YEAR = {1989},
KEY = {ID3 in Comparison}
}
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AUTHOR = {P. Resnick},
TITLE = {{WordNet} and distribution analysis: {A} class-based
approach to lexical discovery},
BOOKTITLE = {Statistically-Based Natural-Language-Processing
Techniques: Papers from the 1992 AAAI Workshop},
YEAR = {1992},
PUBLISHER = {AAAI Press}
}
@INPROCEEDINGS{resnick:cscw94,
AUTHOR = {Paul Resnick and Neophytos Iacovou and Mitesh Sushak
and Peter Bergstrom and John Reidl},
TITLE = {{GroupLens}: An Open Architecture for Collaborative
Filtering of Netnews},
BOOKTITLE = {Proceedings of the 1994 Computer Supported Cooperative
Work Conference},
PUBLISHER = {ACM},
ADDRESS = {New York},
YEAR = {1994},
KEY = {recommender systems}
}
@INPROCEEDINGS{resnick:ijcai95,
AUTHOR = {P. Resnick},
TITLE = {Using Information Content to Evaluate Semantic
Similarity in a Taxonomy},
BOOKTITLE = {Proceedings of the Fourteenth International Joint
Conference on Artificial Intelligence (IJCAI-95)},
PAGES = {448--453},
YEAR = {1995}
}
@ARTICLE{resnik:cacm97,
TITLE = {Introduction (to the Special Section on Recommender
Systems)},
AUTHOR = {Philip Resnik and Hal R. Varian},
JOURNAL = {Communications of the Association for Computing
Machinery},
VOLUME = {40},
NUMBER = {3},
PAGES = {56--59},
YEAR = {1997},
KEY = {}
}
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TITLE = {Disambiguating Noun Groupings with Respect to
{W}ord{N}et Senses},
AUTHOR = {Philip Resnik},
BOOKTITLE = {Proceedings of the Third Workshop on Very Large
Corpora},
YEAR = {1995},
PAGES = {54--68},
ADDRESS = {Cambridge, MA}
}
@INCOLLECTION{rich:bkchapter90,
AUTHOR = {Elaine Rich},
TITLE = {Stereotypes and User Modeling},
BOOKTITLE = {Diagnostic Monitoring of Skill and Knowledge
Acquisition},
EDITOR = {N. Frederiksen and R. Glaser and A. Lesgold and M.
Shafto},
PUBLISHER = {Lawrence Erlbaum and Associates},
CHAPTER = {2},
YEAR = {1990},
KEY = {grundy stereotypes}
}
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AUTHOR = {Elaine Rich},
TITLE = {User Modeling via Stereotypes},
JOURNAL = {Cognitive Science},
VOLUME = {3},
YEAR = {1979},
PAGES = {329--354}
}
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AUTHOR = {E. Rich},
TITLE = {Users are individuals: {I}ndividualizing user models},
JOURNAL = {International Journal of Man-Machine Studies},
VOLUME = {18},
YEAR = {1983},
PAGES = {199--214}
}
@ARTICLE{rich:umuai98,
TITLE = {{COLLAGEN}: {A} Collaboration Manager for Software
Interface Agents},
AUTHOR = {Charles Rich and Candace L. Sidner},
JOURNAL = {User Modeling and User-Adapted Interaction},
VOLUME = {8},
PAGES = {315--350},
YEAR = {1998}
}
@INPROCEEDINGS{richards:aaai92,
TITLE = {Learning Relations by Pathfinding},
AUTHOR = {Bradley L. Richards and Raymond J. Mooney},
BOOKTITLE = {Proceedings of the Tenth National Conference on
Artificial Intelligence (AAAI-92)},
PAGES = {50--55},
MONTH = JUL,
YEAR = {1992},
ADDRESS = {San Jose, CA},
KEY = {FORTE}
}
@INPROCEEDINGS{richards:aaai92a,
TITLE = {Automatic Abduction of Qualitative Models},
AUTHOR = {Bradley L. Richards and Benjamin J. Kuipers and Ina
Kraan},
BOOKTITLE = {Proceedings of the Tenth National Conference on
Artificial Intelligence (AAAI-92)},
PAGES = {723--728},
MONTH = JUL,
YEAR = {1992},
ADDRESS = {San Jose, CA},
KEY = {MISQ}
}
@INPROCEEDINGS{richards:ml91,
TITLE = {First-Order Theory Revision},
AUTHOR = {Bradely L. Richards and Raymond J. Mooney},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Machine Learning},
PAGES = {447--451},
MONTH = JUN,
ADDRESS = {Evanston, IL},
YEAR = {1991},
KEY = {FORTE}
}
@ARTICLE{richards:mlj95,
TITLE = {Automated Refinement of First-Order {Horn}-Clause
Domain Theories},
AUTHOR = {B. L. Richards and R. J. Mooney},
JOURNAL = {Machine Learning},
VOLUME = {19},
NUMBER = {2},
PAGES = {95--131},
YEAR = {1995},
KEY = {FORTE}
}
@PHDTHESIS{richards:thesis92,
TITLE = {An Operator-Based Approach To First-Order Theory
Revision},
AUTHOR = {Benjamin L. Richards},
NUMBER = {AI 92-181},
SCHOOL = {Department of Computer Sciences, University of Texas},
ADDRESS = {Austin, TX},
YEAR = {1992},
MONTH = AUG,
NOTE = {Also appears as Artificial Intelligence Laboratory
Technical Report AI 92-181}
}
@INPROCEEDINGS{rickel:qr92,
AUTHOR = {Jeff Rickel and Bruce W. Porter},
TITLE = {Automated Modeling for Answering Prediction Questions:
Exploiting Interaction Paths},
BOOKTITLE = {Proceedings of the Sixth International Workshop on
Qualitative Reasoning about Physical Systems},
ORGANIZATION = {Heriot-Watt University},
ADDRESS = {Edinburgh, Scotland},
PAGES = {82--95},
YEAR = {1992}
}
@PHDTHESIS{rickel:thesis95,
AUTHOR = {Jeff Rickel},
TITLE = {Automated Modeling of Complex Systems to Answer
Prediction Questions},
SCHOOL = {Department of Computer Sciences, University of Texas},
YEAR = {1995}
}
@TECHREPORT{rickel:tr92,
TITLE = {Automated Modeling For Answering Prediction Questions:
Exploiting Interaction Paths},
AUTHOR = {Jeff Rickel},
NUMBER = {AI92-178},
INSTITUTION = {University of Texas at Austin},
YEAR = {1992}
}
@BOOK{riemsdijk:rw86,
TITLE = {Introduction to the Theory of Grammar},
AUTHOR = {Henk C. van Riemsdijk and Edwin Williams},
PUBLISHER = {MIT Press},
ADDRESS = {Cambridge, Massachusetts and London, England},
YEAR = {1986},
KEY = {}
}
@INPROCEEDINGS{rigau:acl98,
TITLE = {Building Accurate Semantic Taxonomies from Monolingual
{MRD}s},
AUTHOR = {German Rigau and Horacio Rodr\'{i}guez and Eneko
Agirre},
BOOKTITLE = {Proceedings of the 36th Annual Meeting of the
Association for Computational Linguistics and COLING-98
(ACL/COLING-98)},
PAGES = {1103--1109},
YEAR = {1998},
ADDRESS = {Montreal, CA}
}
@INPROCEEDINGS{riloff:aaai93,
TITLE = {Automatically constructing a dictionary for
information extraction tasks},
AUTHOR = {Ellen Riloff},
BOOKTITLE = {Proceedings of the Eleventh National Conference on
Artificial Intelligence (AAAI-93)},
MONTH = AUG,
ADDRESS = {Washington, D.C.},
YEAR = {1993},
PAGES = {811--816}
}
@INPROCEEDINGS{riloff:aaai96,
AUTHOR = {Ellen Riloff},
TITLE = {Automatically Generating Extraction Patterns from
Untagged Text},
BOOKTITLE = {Proceedings of the Thirteenth National Conference on
Artificial Intelligence (AAAI-96)},
YEAR = {1996},
ADDRESS = {Portland, OR},
PAGES = {1044--1049}
}
@INPROCEEDINGS{riloff:aaai99,
AUTHOR = {Ellen Riloff and Rosie Jones},
TITLE = {Learning Dictionaries for Information Extraction by
Multi-Level Bootstrapping},
BOOKTITLE = {Proceedings of the Sixteenth National Conference on
Artificial Intelligence (AAAI-99)},
ADDRESS = {Orlando, FL},
YEAR = {1999},
MONTH = JUL,
PAGES = {1044--1049}
}
@ARTICLE{riloff:ai96,
AUTHOR = {Ellen Riloff},
TITLE = {An Empirical Study of Automated Dictionary
Construction for Information Extraction in Three
Domains},
JOURNAL = {Artificial Intelligence},
YEAR = {1996},
VOLUME = {85},
PAGES = {101--134},
KEY = {info-extract}
}
@INPROCEEDINGS{riloff:anlp-naacl00,
AUTHOR = {Ellen Riloff and Michael Thelen},
TITLE = {A Rule-Based Question Answering System for Reading
Comprehension Tests},
BOOKTITLE = {Proceedings of ANLP-NAACL Workshop on Reading
Comprehension Tests as Evaluation for Computer-Based
Lanugage Understanding Systems},
YEAR = {2000},
PAGES = {13--19},
ADDRESS = {Seattle, WA}
}
@INCOLLECTION{riloff:bkchapter96,
AUTHOR = {Ellen Riloff},
TITLE = {Using Learned Extraction Patterns for Text
Classification},
BOOKTITLE = {Connectionist, Statistical, and Symbolic Approaches to
Learning for Natural Language Processing},
EDITOR = {Stefan Wermter and Ellen Riloff and Gabrille Scheler},
PAGES = {275--289},
PUBLISHER = {Springer},
ADDRESS = {Berlin},
YEAR = {1996},
KEY = {nla}
}
@INPROCEEDINGS{riloff:emnlp97,
AUTHOR = {Ellen Riloff and Jessica Shepherd},
TITLE = {A Corpus-Based Approach for Building Semantic
Lexicons},
BOOKTITLE = {Proceedings of the Second Conference on Empirical
Methods in Natural Language Processing (EMNLP-97)},
YEAR = {1997},
PAGES = {117--124},
ADDRESS = {Providence, RI},
KEY = {sup/usup}
}
@INPROCEEDINGS{rindflesch:psb00,
AUTHOR = {T. C. Rindflesch and L. Tanabe and J. N. Weinstein and
L. Hunter},
TITLE = {{EDGAR}: Extraction of Drugs, Genes, and Relations
from the Biomedical Literature},
BOOKTITLE = {Proceedings of the 5th Pacific Symposium on
Biocomputing},
YEAR = {2000},
PAGES = {515--524}
}
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AUTHOR = {Jorma Rissanen},
TITLE = {Modeling by Shortest Data Description},
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VOLUME = {14},
PAGES = {465--471}
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TITLE = {A Universal Prior for Integers and Estimation by
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JOURNAL = {Annals of Statistics},
VOLUME = {11},
NUMBER = {2},
PAGES = {416--431},
YEAR = {1983},
KEY = {MDL}
}
@INPROCEEDINGS{ristad:ml97,
TITLE = {Learning String Edit Distance},
AUTHOR = {Eric Sven Ristad and Peter N. Yianilos},
BOOKTITLE = {Proceedings of the Fourteenth International Conference
on Machine Learning (ICML-97)},
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TYPE = {Technical Report},
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OPTMONTH = {},
OPTNOTE = {},
OPTANNOTE = {}
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PAGES = {13-25},
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YEAR = {1998}
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YEAR = 2002
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AUTHOR = {Robert E. Schapire and Yoram Singer},
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VOLUME = {39},
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MONTH = AUG,
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TITLE = {Beyond Incremental Processing: Tracking Concept
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YEAR = {1986},
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NUMBER = {3},
PAGES = {317--334},
YEAR = {1986},
KEY = {Stagger}
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TITLE = {Concept Acquisition Through Representational
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NUMBER = {Doctoral Dissertation},
SCHOOL = {Department of Information and Computer Science,
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ADDRESS = {Irvine, CA},
YEAR = {1987},
KEY = {STAGGER}
}
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TITLE = {Less is More: {A}ctive Learning with Support Vector
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Conference on Machine Learning (ICML-2000)},
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YEAR = {2000}
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ADDRESS = {Minneapolis, MN}
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Analysis and Information Retrieval},
YEAR = {1995},
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AUTHOR = {Matthias Seeger},
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NOTE = {See \verb|http://www.dai.ed.ac.uk/~seeger/papers.html|.},
YEAR = {2000}
}
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VOLUME = {19},
PAGES = {i264--i272}
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ADDRESS = {Hingham, MA},
YEAR = {1988},
KEY = {ARMS, EBL}
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TITLE = {Proceedings of the Sixth International Workshop on
Machine Learning: Section on Combining Empirical and
Explanation-Based Learning},
MONTH = JUN,
YEAR = {1989},
ADDRESS = {Ithaca, NY},
KEY = {}
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VOLUME = {6},
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AUTHOR = {M. E. Stickel},
INSTITUTION = {SRI International},
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YEAR = {1988},
KEY = {ABDUCTION}
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Abduction},
INSTITUTION = {Institute for New Generation Computer Technology},
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TYPE = {Technical Report},
NUMBER = {TR-664},
ADDRESS = {Tokyo, Japan}
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KEY = {gestalt}
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NUMBER = {Ph.D. Thesis},
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YEAR = {2002}
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YEAR = {1995},
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TITLE = {Qualitative Multiple-Fault Diagnosis of Continuous
Dynamic Systems Using Behavioral Modes},
AUTHOR = {Siddarth Subramanian},
NUMBER = {Ph.D. Thesis},
SCHOOL = {Department of Computer Sciences, University of Texas},
ADDRESS = {Austin, TX},
YEAR = {1995},
MONTH = AUG,
NOTE = {Also appears as Artificial Intelligence Laboratory
Technical Report AI 95-239},
KEY = {QDOCS}
}
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AUTHOR = {Siddarth Subramanian},
TITLE = {Belief Revision in the Context of Abductive
Explanation},
YEAR = {1992},
NUMBER = {AI92-179},
INSTITUTION = {Artificial Intelligence Laboratory, University of
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ADDRESS = {Austin, TX},
MONTH = DEC
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NUMBER = {3},
PAGES = {291-311},
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}
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MONTH = DEC,
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NOTE = {DM Review}
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VOLUME = {4},
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YEAR = {1993}
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VOLUME = {91},
PAGES = {183--203},
YEAR = {1997},
KEY = {ARROWSMITH}
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NUMBER = {3},
PAGES = {58--64},
YEAR = {1991},
KEY = {}
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YEAR = {1992}
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Support Vector Machines},
BOOKTITLE = {Knowledge Discovery and Data Mining},
PAGES = {317-321},
URL = {citeseer.nj.nec.com/syed99handling.html},
YEAR = 1999
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TITLE = {Lazy Explanation-Based Learning: {A} Solution to the
Intractable Theory Problem},
AUTHOR = {Prasad Tadepalli},
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Conference on Artificial Intelligence (IJCAI-89)},
PAGES = {694--700},
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YEAR = {1989},
ADDRESS = {Detroit, MI},
KEY = {ebl intractible}
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EDITOR = {Prasad Tadepalli},
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YEAR = {1992},
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Artificial Intelligence (AAAI-90)},
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MONTH = JUL,
YEAR = {1990},
ADDRESS = {Boston, MA},
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AUTHOR = {Ah-Hwee Tan},
TITLE = {Text Mining: {T}he State of the Art and the Challenges},
BOOKTITLE = {Proceedings of PAKDD-1999 Workshop on Knowledge Discovery
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ADDRESS = {Beijing, China},
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MONTH = APR,
YEAR = {1999}
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BOOKTITLE = {KDD-03 Workshop on Multi-Relational Data Mining},
YEAR = 2003
}
@PHDTHESIS{tang:thesis03,
TITLE = {Integrating Top-down and Bottom-up Approaches in Inductive Logic Programming:
Applications in Natural Language Processing and Relational Data Mining},
AUTHOR = {Lappoon R. Tang},
NUMBER = {Ph.D. Thesis},
SCHOOL = {Department of Computer Sciences, University of Texas},
ADDRESS = {Austin, TX},
YEAR = {2003},
MONTH = AUG,
KEY = {TABULATE, BETH}
}
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TITLE = {Learning from an Approximate Theory and Noisy
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Artificial Intelligence (AAAI-93)},
PAGES = {466--471},
MONTH = JUL,
YEAR = {1993},
ADDRESS = {Washington, D.C.},
KEY = {}
}
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MONTH = JUL,
ADDRESS = {Aberdeen, Scotland},
YEAR = {1992},
KEY = {Rx}
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Relational Data},
BOOKTITLE = {Proceedings of the Seventeenth International Joint
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PAGES = {870--878},
ADDRESS = {Seattle, US},
YEAR = 2001
}
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YEAR = {2002},
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TITLE = {Learning Domain-Independent String Transformation
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YEAR = 2002,
ADDRESS = {Edmonton, Alberta}
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TITLE = {Papers from the {AAAI}-98 Workshop on Text
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YEAR = {1998},
PUBLISHER = {AAAI Press},
ADDRESS = {Madison, WI}
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AUTHOR = {Paul Thagard},
TITLE = {Explanatory Coherence},
INSTITUTION = {Cognitive Science Laboratory, Princeton University},
MONTH = MAR,
YEAR = {1988},
TYPE = {CSL Report},
NUMBER = {16}
}
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AUTHOR = {Bo Thiesson},
TITLE = {Accelerated quantification of {B}ayesian networks with
incomplete data},
EDITOR = {U. M. Fayyad and R. Uthurusamy},
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BOOKTITLE = {Proceedings of the First International Conference on
Knowledge Discovery and Data Mining (KDD-95)},
YEAR = {1995},
PUBLISHER = {AAAI Press}
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TITLE = {Automatic Extraction of Protein Interactions from
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@INPROCEEDINGS{thompson:aaai-ss:00,
AUTHOR = {Cynthia Thompson and Mehmet Goker},
TITLE = {Learning to Suggest: The Adaptive Place Advisor},
BOOKTITLE = {Proceedings of the 2000 AAAI Spring Symposium on Adaptive User Interfaces},
ADDRESS = {Menlo Park, CA},
YEAR = {2000}
}
@INPROCEEDINGS{thompson:aaai94,
TITLE = {Inductive Learning for Abductive Diagnosis},
AUTHOR = {Cynthia A. Thompson and Raymond J. Mooney},
BOOKTITLE = {Proceedings of the Twelfth National Conference on
Artificial Intelligence (AAAI-94)},
ADDRESS = {Seattle, WA},
MONTH = AUG,
PAGES = {664--669},
KEY = {abduction},
YEAR = {1994}
}
@INPROCEEDINGS{thompson:aaai99,
TITLE = {Automatic Construction of Semantic Lexicons for
Learning Natural Language Interfaces},
AUTHOR = {Cynthia A. Thompson and Raymond J. Mooney},
BOOKTITLE = {Proceedings of the Sixteenth National Conference on
Artificial Intelligence (AAAI-99)},
ADDRESS = {Orlando, FL},
MONTH = JUL,
PAGES = {487--493},
KEY = {WOLFIE},
YEAR = {1999}
}
@INPROCEEDINGS{thompson:acl95,
TITLE = {Acquisition of a Lexicon from Semantic Representations
of Sentences},
AUTHOR = {Cynthia A. Thompson},
BOOKTITLE = {Proceedings of the 33rd Annual Meeting of the
Association for Computational Linguistics (ACL-95)},
YEAR = {1995},
PAGES = {335--337},
ADDRESS = {Cambridge, MA}
}
@INCOLLECTION{thompson:bkchapter00,
AUTHOR = {Cynthia A. Thompson and Mary Elaine Califf},
TITLE = {Improving Learning in Two Natural Language Tasks:
Choosing Examples Intelligently},
BOOKTITLE = {This volume},
PUBLISHER = {Springer-Verlag},
YEAR = {2000}
}
@INCOLLECTION{thompson:bkchapter91,
AUTHOR = {Kevin Thompson and Pat Langley},
TITLE = {Concept Formation in Structured Domains},
BOOKTITLE = {Concept Formation: Knowledge and Experience in
Unsupervised Learning},
EDITOR = {Douglas Fisher and Michael Pazzani and Pat Langley},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Mateo, CA},
PAGES = {127--161},
YEAR = {1991},
KEY = {LABYRINTH}
}
@INPROCEEDINGS{thompson:ecml-wkshp03,
AUTHOR = {Cynthia A. Thompson and Joseph Smarr and Huy Nguyen
and Christopher D. Manning},
TITLE = {Finding Educational Resources on the {W}eb:
{E}exploiting Automatic Extraction of Metadata},
BOOKTITLE = {Papers from the 14th European Conference on
Machine Learning({ECML-2003}) and the 7th European
Conference on Principles and Practice of Knowledge
Discovery in Databases({PKDD-2003}) Workshop on Adaptive
Text Extraction and Mining},
EDITOR = {Fabio Ciravegna and Nicholas Kushmerick},
ADDRESS = {Cavtat-Dubrovnik, Croatia},
MONTH = SEP,
YEAR = {2003}
}
@ARTICLE{thompson:jair03,
AUTHOR = {Cynthia A. Thompson and Raymond J. Mooney},
TITLE = {Acquiring Word-Meaning Mappings for Natural Language Interfaces},
JOURNAL = {Journal of Artificial Intelligence Research},
VOLUME = {18},
PAGES = {1--44},
YEAR = {2003},
KEY = {Wolfie}
}
@INPROCEEDINGS{thompson:ml91,
TITLE = {Using Background Knowledge in Concept Formation},
AUTHOR = {Kevin Thompson and Pat Langley and Wayne Iba},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Machine Learning},
PAGES = {554--558},
MONTH = JUN,
ADDRESS = {Evanston, IL},
YEAR = {1991},
KEY = {}
}
@INPROCEEDINGS{thompson:ml99,
TITLE = {Active Learning for Natural Language Parsing and
Information Extraction},
AUTHOR = {Cynthia A. Thompson and Mary Elaine Califf and Raymond
J. Mooney},
BOOKTITLE = {Proceedings of the Sixteenth International Conference
on Machine Learning (ICML-99)},
ADDRESS = {Bled, Slovenia},
MONTH = JUN,
PAGES = {406--414},
KEY = {RAPIER WOLFIE},
YEAR = {1999}
}
@UNPUBLISHED{thompson:paper98,
AUTHOR = {Cynthia A. Thompson and Raymond J. Mooney},
TITLE = {Semantic Lexicon Acquisition for Learning Natural
Language Interfaces},
NOTE = {Submitted paper. Available at {\tt
http://www.cs.utexas.edu/ml/nl.html}},
YEAR = {1998}
}
@UNPUBLISHED{thompson:thesis93,
TITLE = {Inductive Learning for Abductive Diagnosis},
AUTHOR = {Cynthia A. Thompson},
NOTE = {Masters Thesis, Department of Computer Sciences,
University of Texas, Austin, TX},
YEAR = {1993},
MONTH = AUG,
KEY = {LAB}
}
@PHDTHESIS{thompson:thesis98,
TITLE = {Semantic Lexicon Acquisition for Learning Natural
Language Interfaces},
AUTHOR = {Cynthia A. Thompson},
NUMBER = {Ph.D. Thesis},
SCHOOL = {Department of Computer Sciences, University of Texas},
ADDRESS = {Austin, TX},
YEAR = {1998},
MONTH = DEC,
NOTE = {Also appears as Artificial Intelligence Laboratory
Technical Report AI 99-278 (see
http://www.cs.utexas.edu/users/ai-lab)},
KEY = {WOLFIE}
}
@UNPUBLISHED{thompson:unpub96,
TITLE = {Lexical Acquisition: {A} Novel Machine Learning
Problem},
AUTHOR = {Cynthia A. Thompson and Raymond J. Mooney},
NOTE = {Submitted to ICML'96},
YEAR = {1996}
}
@UNPUBLISHED{thompson:unpub97,
TITLE = {Semantic Lexicon Acquisition for Learning Parsers},
AUTHOR = {Cynthia A. Thompson and Raymond J. Mooney},
NOTE = {Submitted for review},
YEAR = {1997}
}
@ARTICLE{thompson:unpub98,
AUTHOR = {Cynthia A. Thompson and Raymond J. Mooney},
TITLE = {Semantic Lexicon Acquisition for Learning Natural
Language Interfaces},
JOURNAL = {submitted for review},
YEAR = {1998}
}
@INPROCEEDINGS{thompson:wvlc98,
TITLE = {Semantic Lexicon Acquisition for Learning Natural
Language Interfaces},
AUTHOR = {Cynthia A. Thompson and Raymond J. Mooney},
BOOKTITLE = {Proceedings of the Sixth Workshop on Very Large
Corpora},
YEAR = {1998},
PAGES = {57--65},
ADDRESS = {Montreal, CA}
}
@INCOLLECTION{thrun:bkchapter98,
AUTHOR = {Sebastian Thrun and Joseph O'Sullivan},
TITLE = {Clustering learning tasks and the selective
cross-task transfer of knowledge},
BOOKTITLE = {Learning to Learn},
EDITOR = {Sebastian Thrun and Lorien Pratt},
YEAR = 1998,
PUBLISHER = {Kluwer Academic Publishers},
PAGES = {235--257}
}
@INCOLLECTION{thrun:bkchapter98a,
AUTHOR = {S. Thrun and L. Pratt},
TITLE = {Learning to Learn: Itroduction and Overview},
EDITOR = {Sebastian Thrun and Lorien Pratt},
BOOKTITLE = {Learning to Learn},
PUBLISHER = {Kluwer Academic Publishers},
ADDRESS = {Boston},
YEAR = {1998}
}
@BOOK{thrun:book98,
EDITOR = {Sebastian Thrun and Lorien Pratt},
TITLE = {Learning to Learn},
PUBLISHER = {Kluwer Academic Publishers},
ADDRESS = {Boston},
YEAR = {1998}
}
@INPROCEEDINGS{thrun:ijcai93,
AUTHOR = {Sebastian Thrun and Tom M. Mitchell},
TITLE = {Integrating Inductive Neural Network Learning and
Explanation-Based Learning},
BOOKTITLE = {Proceedings of the Thirteenth International Joint
Conference on Artificial Intelligence (IJCAI-93)},
PAGES = {930-936},
URL = {http://www.informatik.uni-trier.de/~ley/db/conf/ijcai/ijcai93.html#ThrunM93},
YEAR = 1993
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AUTHOR = {N. Tishby and A. Gorin},
TITLE = {Algebraic learning of statistical associations for
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JOURNAL = {Computer Speech and Language},
VOLUME = {8},
PAGES = {51--78},
YEAR = {1994}
}
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AUTHOR = {Erik F. Tjong Kim Sang},
TITLE = {Text Chunking by System Combination},
BOOKTITLE = {Proceedings of {C}o{NLL}-2000 and {LLL}-2000},
YEAR = {2000},
PAGES = {151--153},
ADDRESS = {Lisbon, Portugal}
}
@ARTICLE{tjong:jmlr02,
TITLE = {Memory-Based Shallow Parsing},
AUTHOR = {Erik Tjong Kim Sang},
JOURNAL = {Journal of Machine Learning Research},
VOLUME = 2,
PAGES = {559--594},
YEAR = 2002,
KEY = {chunking KNN TIMBL}
}
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AUTHOR = {H. Toivonen and M. Klemettinen and P. Ronkainen and K.
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TITLE = {Pruning and grouping discovered association rules},
BOOKTITLE = {{MLNET} Workshop on Statistics, Machine Learning and
Discovery in Databases},
YEAR = {1995},
MONTH = APR
}
@BOOK{tomita:book86,
AUTHOR = {Masaru Tomita},
TITLE = {Efficient Parsing for Natural Language},
PUBLISHER = {Kluwer Academic Publishers},
YEAR = {1986},
ADDRESS = {Boston}
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AUTHOR = {Simon Tong and Daphne Koller},
TITLE = {Support vector machine active learning with applications to text classification},
BOOKTITLE = {Proceedings of the Seventeenth International
Conference on Machine Learning (ICML-2000)},
YEAR = {2000}
}
@PHDTHESIS{tong:thesis01,
TITLE = {Active Learning: Theory and Applications},
AUTHOR = {Simon Tong},
NUMBER = {Ph.D. Thesis},
SCHOOL = {Stanford University},
ADDRESS = {Stanford, CA},
YEAR = {2001}
}
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TITLE = {Automated extraction of information on protein-protein interactions from the biological literature},
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VOLUME = 17,
NUMBER = 2,
PAGES = {155--161},
YEAR = 2001,
KEY = {compbio, IE}
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TITLE = {Refinement of Approximate Domain Theories by
Knowledge-based Artificial Neural Networks},
AUTHOR = {Geoffrey G. Towell and Jude W. Shavlik and Michiel O.
Noordewier},
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MONTH = JUL,
YEAR = {1990},
ADDRESS = {Boston, MA},
KEY = {ebg}
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@ARTICLE{towell:ai94,
TITLE = {Knowledge-based artificial neural networks},
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JOURNAL = {Artificial Intelligence},
VOLUME = {70},
PAGES = {119--165},
YEAR = {1994},
KEY = {KBANN}
}
@INCOLLECTION{towell:bkchapter92,
AUTHOR = {Geoffrey G. Towell and Jude W. Shavlik},
EDITOR = {Richar P. Lippmann and John E. Moody and David S.
Touretzky},
TITLE = {Interpretation of artificial neural networks: Mapping
knowledge-based neural networks into rules},
BOOKTITLE = {Advances in Neural Information Processing Systems},
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VOLUME = {4},
YEAR = {1992}
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TITLE = {Constructive Induction in Knowledge-Based Neural
Networks},
AUTHOR = {Geoffrey G. Towell and Mark Craven and Jude W.
Shavlik},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Machine Learning},
PAGES = {213--217},
MONTH = JUN,
ADDRESS = {Evanston, IL},
YEAR = {1991},
KEY = {KBANN}
}
@ARTICLE{towell:mlj93,
TITLE = {Extracting Refined Rules from Knowledge-Based Neural
Networks},
AUTHOR = {Geoffrey G. Towell and Jude W. Shavlik},
JOURNAL = {Machine Learning},
VOLUME = {13},
NUMBER = {1},
PAGES = {71--102},
YEAR = {1993},
KEY = {KBANN}
}
@INPROCEEDINGS{towell:msl91,
TITLE = {Refining Symbolic Knowledge Using Neural Networks},
AUTHOR = {Geoffrey G. Towell and Jude W. Shavlik},
BOOKTITLE = {Proceedings of the First International Workshop on
Multistrategy Learning},
PAGES = {257--272},
MONTH = NOV,
ADDRESS = {Harper's Ferry, W.Va.},
YEAR = {1991},
KEY = {KBANN}
}
@PHDTHESIS{towell:thesis91,
TITLE = {Symbolic Knowledge and Neural Networks: Insertion,
Refinement, and Extraction},
AUTHOR = {Geoffrey G. Towell},
NUMBER = {Ph.D. Thesis},
SCHOOL = {University of Wisconsin},
INSTITUTION = {Department of Computer Science},
ADDRESS = {Madison, WI},
YEAR = {1991},
KEY = {KBANN}
}
@UNPUBLISHED{towne:paper94,
AUTHOR = {D. M. Towne},
TITLE = {An Experimental Command and Decision Task},
NOTE = {Unpublished paper},
YEAR = {1994}
}
@ARTICLE{traum:compint92,
AUTHOR = {David R. Traum and Elizabeth A. Hinkelman},
TITLE = {Conversation Acts in Task Oriented Spoken Dialogue},
JOURNAL = {Computational Intelligence},
VOLUME = {8},
NUMBER = {3},
PAGES = {575--599},
YEAR = {1992}
}
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AUTHOR = {Stanley Tuhrim and James Reggia and Sharon Goodall},
TITLE = {An Experimental Study of Criteria for Hypothesis
Plausibility},
JOURNAL = {Journal of Experimental and Theoretical Artificial
Intelligence},
YEAR = {1991},
VOLUME = {3},
PAGES = {129--144}
}
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TITLE = {Curious Customs: The Stories Behind 296 Popular
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PUBLISHER = {Harmony Books},
ADDRESS = {New York},
YEAR = {1987},
KEY = {}
}
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AUTHOR = {Kagan Tumer and Joydeep Ghosh},
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YEAR = {1996}
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AUTHOR = {K. Tumer and N. Oza},
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YEAR = {1999}
}
@MISC{turney:97,
AUTHOR = {Peter Turney},
TITLE = {Cost-sensitive learning bibliography},
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YEAR = 1997
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AUTHOR = {Peter D. Turney},
TITLE = {Mining the Web for synonyms: PMI-IR versus LSA on
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BOOKTITLE = {Proceedings of the 12th European Conference on Machine
Learning (ECML-01)},
ADDRESS = {Freiburg, Germany},
PAGES = {491--502},
YEAR = 2001
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TITLE = {Types of Cost in Inductive Concept Learning},
AUTHOR = {P. D. Turney},
BOOKTITLE = {Proceedings of the Workshop on Cost-Sensitive Learning at the 17th International Conference on Machine Learning},
PAGES = {},
YEAR = {2000},
ADDRESS = {Palo Alto, CA},
KEY = {}
}
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AUTHOR = {Howard R. Turtle and James Flood},
TITLE = {Query Evaluation: {S}trategies and Optimizations},
JOURNAL = {Information Processing and Management},
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NUMBER = {6},
PAGES = {831--850},
MONTH = NOV,
YEAR = {1995}
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AUTHOR = {Amos Tversky},
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@BOOK{ullman:book89,
AUTHOR = {Jeffrey D. Ullman},
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Mitchell},
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YEAR = {1986},
KEY = {induction machine_learning}
}
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Machine Learning},
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YEAR = {1987}
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@ARTICLE{utgoff:mlj89,
TITLE = {Incremental Induction of Decision Trees},
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JOURNAL = {Machine Learning},
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NUMBER = {2},
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ADDRESS = {Washington, DC},
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Machine Learning (ICML-90)},
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JOURNAL = {Artificial Intelligence},
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PAGES = {401--412}
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KEY = {SIERRA, how students learn}
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TITLE = {A Version Space Approach to Learning Context-free
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AUTHOR = {V. N. Vapnik},
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AUTHOR = {V. N. Vapnik},
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AUTHOR = {Paola Velardi},
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Build a Lexicon},
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TITLE = {{FLECS}: Planning with a Flexible Commitment
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TITLE = {Integrated Planning and Learning:
The {PRODIGY} Architecture},
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@PHDTHESIS{veloso:thesis92,
TITLE = {Learning by Analogical Reasoning in General Problem
Solving},
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SCHOOL = {School of Computer Science, Carnegie Mellon
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@TECHREPORT{veloso:tr92,
TITLE = {Learning by Analogical Reasoning in General Problem
Solving},
AUTHOR = {Manuela M. Veloso},
NUMBER = {CMU-CS-92-174},
INSTITUTION = {School of Computer Science, Carnegie Mellon
University},
ADDRESS = {Pittsburgh, PA},
YEAR = {1992},
KEY = {}
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TITLE = {The sequence of the human genome},
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AUTHOR = {Marc B. Vilain},
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TITLE = {Query Transformations for Improving the Efficiency of ILP Systems},
AUTHOR = {V. S. Costa and A. Srinivasan and R. C. Camacho and H. Blockeel and B.Demoen and G. Janssens and J. Struyf and H. Vandecasteele and W. Van Laer.},
JOURNAL = {Journal of Machine Learning Research (To Appear)},
YEAR = {2002}
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@INCOLLECTION{volterra:bkchapter95,
TITLE = {When do modality factors affect the course of language
acquisition?},
AUTHOR = {Virginia Volterra and Jana M. Iverson},
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PUBLISHER = {Erlbaum},
ADDRESS = {Hillsdale, NJ},
PAGES = {371--390},
YEAR = {1995},
KEY = {}
}
@INCOLLECTION{voorhees:bkchapter95,
AUTHOR = {Ellen M. Voorhees and Claudia Leacock and Geoffrey
Towell},
TITLE = {Learning Context to Disambiguate Word Senses},
BOOKTITLE = {Computational Learning Theory and Natural Learning
Systems, Vol. 3},
EDITOR = {T. Petsche and S. Hanson and Jude W. Shavlik},
PAGES = {279--305},
PUBLISHER = {MIT Press},
ADDRESS = {Cambridge, MA},
YEAR = {1995},
KEY = {line corpus, lexical diasmbiguation}
}
@ARTICLE{wagner:jacm74,
TITLE = {The String to String Correction Problem},
AUTHOR = {Robert A. Wagner and Michael J. Fisher},
JOURNAL = {Journal of the Association for Computing Machinery},
VOLUME = {21},
PAGES = {168--173},
YEAR = {1974},
KEY = {edit distance}
}
@INPROCEEDINGS{wagstaff:ml00,
TITLE = {Clustering with Instance-Level Constraints},
AUTHOR = {Kiri Wagstaff and Claire Cardie},
BOOKTITLE = {Proceedings of the Seventeenth International
Conference on Machine Learning (ICML-2000)},
ADDRESS = {Stanford, CA},
PAGES = {1103--1110},
YEAR = {2000}
}
@INPROCEEDINGS{wagstaff:ml01,
AUTHOR = {Kiri Wagstaff and Claire Cardie and Seth Rogers and
Stefan Schroedl},
TITLE = {Constrained {K-Means} Clustering with Background
Knowledge},
BOOKTITLE = {Proceedings of 18th International Conference on Machine
Learning (ICML-2001)},
YEAR = {2001},
PAGES = {577--584}
}
@MISC{wagstaff:personal,
AUTHOR = {Kiri Wagstaff},
TITLE = {Personal Communication},
YEAR = {2001}
}
@PHDTHESIS{wagstaff:thesis,
AUTHOR = {Kiri Wagstaff},
TITLE = {Intelligent Clustering with Instance-Level Constraints},
SCHOOL = {Cornell University},
YEAR = {2002}
}
@BOOK{waibel:book90,
TITLE = {Readings in Speech Recognition},
EDITOR = {A. Waibel and K. F. Lee},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Mateo,CA},
YEAR = {1990},
KEY = {}
}
@INCOLLECTION{walker:bkchapter86,
AUTHOR = {Donald Walker and Robert Amsler},
TITLE = {The Use of Machine-readable Dictionaries in
Sublanguage Analysis},
BOOKTITLE = {Analyzing Language in Restricted Domains},
PAGES = {69--83},
EDITOR = {R. Grishman and R. Kittredge},
PUBLISHER = {Lawrence Erlbaum and Associates},
ADDRESS = {Hillsdale, NJ},
YEAR = {1986}
}
@INCOLLECTION{wallace:cj99,
AUTHOR = {C. S. Wallace and D. L. Lowe},
TITLE = {Minimum Message Length and {K}olmogorov Complexity},
BOOKTITLE = {The Computer Journal},
PUBLISHER = {Oxford University Press},
YEAR = {1999}
}
@INCOLLECTION{waltz:bkchapter75,
TITLE = {Understanding Line Drawings of Scenes with Shadows},
AUTHOR = {David L. Waltz},
BOOKTITLE = {The Psychology of Computer Vision},
EDITOR = {Patrick H. Winston},
PUBLISHER = {McGraw Hill},
PAGES = {19--91},
YEAR = {1975},
ADDRESS = {Cambridge, MA}
}
@ARTICLE{waltz:cacm78,
TITLE = {An {English} Language Question Answering System for a
Large Relational Database},
AUTHOR = {David L. Waltz},
JOURNAL = {Communications of the Association for Computing
Machinery},
VOLUME = {21},
NUMBER = {7},
PAGES = {526--539},
YEAR = {1978},
KEY = {PLANES}
}
@TECHREPORT{waltz:tr72,
AUTHOR = {David L. Waltz},
TITLE = {Generating Semantic Descriptions from Drawings of
Scenes with Shadows},
INSTITUTION = {MIT Artificial Intelligence Laboratory},
YEAR = {1972},
OPTNUMBER = {AI-TR-271},
OPTADDRESS = {Cambridge, MA}
}
@ARTICLE{wang:pami98,
AUTHOR = {Jason Tsong Li Wang and Bruce A. Shapiro and Dennis
Shasha and Kaizhong Zhang and Kathleen M. Currey},
TITLE = {An Algorithm for Finding the Largest Approximately
Common Substructures of Two Trees},
JOURNAL = {IEEE Transactions on Pattern Analysis and Machine
Intelligence},
VOLUME = {20},
NUMBER = {8},
PAGES = {889--895},
YEAR = {1998},
URL = {citeseer.nj.nec.com/322637.html}
}
@ARTICLE{warren:compling82,
TITLE = {An Efficient Easily Adaptable System for Interpreting
Natural Language Queries},
AUTHOR = {David H. D. Warren and Fernando C. N. Pereira},
JOURNAL = {American Journal of Computational Linguistics},
VOLUME = {8},
NUMBER = {3-4},
PAGES = {110--122},
YEAR = {1982},
KEY = {CHAT-80}
}
@TECHREPORT{warren:tr74,
TITLE = {{WARPLAN}: {A} System for Generating Plans},
AUTHOR = {David H. D. Warren},
INSTITUTION = {Department of Computational Logic, University of
Edinburgh},
NUMBER = {Memo No. 76},
YEAR = {1974}
}
@BOOK{wasserman:book94,
TITLE = {Social Network Analysis: Methods \& Applications},
AUTHOR = {S. Wasserman and K. Faust},
PUBLISHER = {Cambridge University Press},
ADDRESS = {Cambridge, UK},
YEAR = {1994}
}
@ARTICLE{waters:dis90,
TITLE = {The Dinosaur Acid Test},
AUTHOR = {Tom Waters},
JOURNAL = {Discover},
MONTH = FEB,
YEAR = {1990}
}
@ARTICLE{watrous:jasa91,
TITLE = {Current Status of Peterson-Barney Vowel Formant Data},
AUTHOR = {Raymond L. Watrous},
JOURNAL = {Journal of the Acoustical Society of America},
YEAR = {1991},
MONTH = MAR,
VOLUME = {89},
PAGES = {2459--60},
NUMBER = {3},
ANNOTE = {Describes verification of this online version, and
includes a full acknowledgement of the many people who
participated in locating a complete and correct data
set.}
}
@ARTICLE{wbaxt:nc92,
TITLE = {Improving the accuracy of an artificial neural network
using multiple differently trained networks},
AUTHOR = {William G. Baxt},
JOURNAL = {Neural Computation},
VOLUME = {4},
PAGES = {772--780},
YEAR = {1992}
}
@PHDTHESIS{wbuntine:thesis90,
TITLE = {A theory of learning classification rules},
AUTHOR = {Wray Buntine},
NUMBER = {Doctoral Dissertation},
SCHOOL = {University of Technology},
ADDRESS = {Sydney, Australia},
YEAR = 1990
}
@INPROCEEDINGS{webb:amlw93,
TITLE = {Learning Decision Lists by Prepending Inferred Rules},
AUTHOR = {Geoffrey I. Webb and N. Brki\v{c}},
BOOKTITLE = {Proceedings of the Australian Workshop on Machine
Learning and Hybrid Systems},
PAGES = {6--10},
ADDRESS = {Melbourne, Australia},
YEAR = {1993},
KEY = {}
}
@ARTICLE{webb:jair96,
TITLE = {Further experimental evidence against the utility of
Occam's Razor},
AUTHOR = {Geoffrey I. Webb},
JOURNAL = {Journal of Artificial Intelligence Research},
VOLUME = {4},
PAGES = {397--417},
YEAR = {1996}
}
@ARTICLE{webb:mlj00,
AUTHOR = {G. Webb},
TITLE = {Multiboosting: A technique for combining boosting and wagging},
JOURNAL = {Machine Learning},
YEAR = {2000},
VOLUME = {40},
TNUMBER = {2}
}
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TITLE = {Automatic Acquisition of the Lexical Semantics of
Verbs From Sentence Frames},
AUTHOR = {Mort Webster and Mitch Marcus},
BOOKTITLE = {Proceedings of the 27th Annual Meeting of the
Association for Computational Linguistics (ACL-89)},
YEAR = {1995}
}
@BOOK{webster:dict94,
AUTHOR = {Webster's},
TITLE = {Webster's Encyclopedic Unabridged Dictionary of the
English Language},
PUBLISHER = {Gramercy Books},
YEAR = {1994},
ADDRESS = {New York/Avenel}
}
@ARTICLE{wedell:cd80,
TITLE = {Child deafness and mother-child interaction},
AUTHOR = {Jacelyn Wedell-Monnig and Joan M. Lumley},
JOURNAL = {Child Development},
VOLUME = {51},
PAGES = {766--774},
YEAR = {1980}
}
@INCOLLECTION{weigand:nips91,
AUTHOR = {Andreas S. Weigend and David E. Rumelhart and Bernardo
A. Huberman},
TITLE = {Generalization by Weight-Elimination with Application
to Forecasting},
BOOKTITLE = {{Advances in Neural Information Processing Systems
3}},
ADDRESS = {San Mateo, CA},
EDITOR = {Richard P. Lippmann and John E. Moody and David S.
Touretzky},
PUBLISHER = {Morgan Kaufmann},
YEAR = {1991},
PAGES = {875--882}
}
@ARTICLE{weigend:ijns90,
AUTHOR = {Andreas S. Weigend and Bernardo A. Huberman and David
E. Rumelhart},
TITLE = {Predicting the future: {A} connectionist approach.},
JOURNAL = {International Journal of Neural Systems},
YEAR = {1990},
VOLUME = {1},
PAGES = {193--209}
}
@ARTICLE{weischedel:compling93,
TITLE = {Coping with Ambiguity and Unknown Words through
Probabilistic Models},
AUTHOR = {R. Weischedel and {et al.}},
JOURNAL = {Computational Linguistics},
VOLUME = {19},
NUMBER = {2},
PAGES = {359--382},
YEAR = {1993}
}
@INPROCEEDINGS{weiss:awic03,
AUTHOR = {Jerzy Stefanowski and Dawid Weiss},
TITLE = {Carrot2 and Language Properties in Web Search Results Clustering},
BOOKTITLE = {Lecture Notes in Artificial Intelligence: Advances in Web Intelligence, Proceedings of the First International Atlantic Web Intelligence Conference},
PAGES = {240-249},
YEAR = {2003},
PUBLISHER = {Springer Verlag}
}
@BOOK{weiss:book91,
AUTHOR = {Casimir A. Kulikowski and Sholom M. Weiss},
TITLE = {Computer Systems That Learn - Classification and
Prediction Methods from Statistics, Neural Nets,
Machine Learning, and Expert Systems},
PUBLISHER = {Morgan Kaufmann},
ADDRESS = {San Mateo, CA},
YEAR = {1991}
}
@INPROCEEDINGS{weiss:ijcai89,
TITLE = {An Empirical Comparison of Pattern Recognition, Neural
Nets, and Machine Learning Classification Methods},
AUTHOR = {Sholom M. Weiss and Ioannis Kapouleas},
BOOKTITLE = {Proceedings of the Eleventh International Joint
Conference on Artificial Intelligence (IJCAI-89)},
PAGES = {781--787},
MONTH = AUG,
YEAR = {1989},
ADDRESS = {Detroit, MI},
KEY = {}
}
@ARTICLE{weizenbaum:cacm66,
TITLE = {{ELIZA} -- {A} computer program for the study of
natural language communications between men and
machines},
AUTHOR = {Joseph Weizenbaum},
JOURNAL = {Communications of the Association for Computing
Machinery},
VOLUME = {9},
PAGES = {36--45},
YEAR = {1966},
KEY = {pattern matching}
}
@MISC{weka,
AUTHOR = {Weka: Machine Learning Software},
TITLE = {},
HOWPUBLISHED = {http://www.cs.waikato.ac.nz/ml/weka/}
}
@MISC{weka-www,
TITLE = {Weka3: {O}pen {S}ource {M}achine {L}earning {S}oftware in {J}ava},
HOWPUBLISHED = {\verb+http://www.cs.waikato.ac.nz/~ml/weka/+}
}
@ARTICLE{wellman:ai90,
AUTHOR = {Michael P. Wellman},
TITLE = {Fundamental Concepts of Qualitative Probabilistic
Networks},
JOURNAL = {Artificial Intelligence},
YEAR = {1990},
VOLUME = {44},
PAGES = {257--303},
ANNOTE = {}
}
@BOOK{wenger:book87,
AUTHOR = {Etienne Wenger},
TITLE = {Artificial Intelligence and Tutoring Systems},
PUBLISHER = {Morgan Kaufmann},
YEAR = {1987},
ADDRESS = {Los Altos, CA}
}
@ARTICLE{werker:devpsych,
AUTHOR = {Janet F. Werker and Leslie B. Cohen and Valerie L.
Lloyd and Marianella Casasola and Christine L. Stager},
TITLE = {Acquisition of word-object associations by
14-month-old infants},
JOURNAL = {Developmental Psychology},
YEAR = {in press},
KEY = {}
}
@BOOK{wermter:book96,
EDITOR = {Stefan Wermter and Ellen Riloff and Gabrille Scheler},
TITLE = {Connectionist, Statistical, and Symbolic Approaches to
Learning for Natural Language Processing},
PUBLISHER = {Springer Verlag},
ADDRESS = {Berlin},
YEAR = {1996},
KEY = {nla}
}
@ARTICLE{wermter:jair97,
TITLE = {{SCREEN}: Learning a Flat Syntactic and Semantic
Spoken Language Analysis Using Artificial Neural
Networks},
AUTHOR = {Stefan Wermter and Volker Weber},
JOURNAL = {Journal of Artificial Intelligence Research},
VOLUME = {6},
PAGES = {35--85},
YEAR = {1997}
}
@ARTICLE{wettschereck:air97,
AUTHOR = {D. Wettschereck and D. W. Aha and T. Mohri},
TITLE = {A Review and Empirical Evaluation of Feature Weighting
Methods for a Class of Lazy Learning Algorithms},
JOURNAL = {AI Review},
VOLUME = {11},
PAGES = {273--314},
YEAR = {1997}
}
@INPROCEEDINGS{white:anlp-wkshp00,
AUTHOR = {Michael White and Claire Cardie and Chung-Hye Han and
Nari Kim and Beonit Lavoie and Martha Palmer and Owen
Rambow and Juntae Yoon},
TITLE = {Towards Translingual Information Access Using Portable
Information Extraction},
BOOKTITLE = {Proceedings of the Applied Natural Language Processing
and the North American Chapter of the Association for
Computational Linguistics (ANLP/NAACL-2000) Workshop on
Embedded MT Systems},
ADDRESS = {Seattle, WA},
PAGES = {31--37},
MONTH = APR,
YEAR = {2000}
}
@INPROCEEDINGS{whitehall:msl91,
TITLE = {Theory Completion using Knowledge-Based Learning},
AUTHOR = {Bradley L. Whitehall and Stephen C. Y. Lu and Robert
E. Stepp},
BOOKTITLE = {Proceedings of the First International Workshop on
Multistrategy Learning},
PAGES = {144--159},
MONTH = NOV,
ADDRESS = {Harper's Ferry, W.Va.},
YEAR = {1991},
KEY = {KBL}
}
@MASTERSTHESIS{whitehall:mthesis87,
AUTHOR = {Bradley Lane Whitehall},
TITLE = {Substructure Discovery in Executed Action Sequences},
SCHOOL = {University of Illinois at Urbana-Champaign},
YEAR = {1987},
KEY = {}
}
@PHDTHESIS{whitehall:thesis90,
TITLE = {Knowledge-Based Learning: An Integration of Deductive
and Inductive Learning for Knowledge Base Completion},
AUTHOR = {Bradley L. Whitehall},
NUMBER = {Ph.D. Thesis},
SCHOOL = {University of Illinois},
INSTITUTION = {Department of Computer Science},
ADDRESS = {Urbana, IL},
YEAR = {1990},
MONTH = OCT,
NOTE = {Also appears as Technical Report UILU-ENG-90-1776},
KEY = {}
}
@INPROCEEDINGS{whitehead:aaai91,
AUTHOR = {Steven D. Whitehead},
TITLE = {A Complexity Analysis of Cooperative Mechanisms in
Reinforcement Learning},
BOOKTITLE = {Proceedings of the Ninth National Conference on
Artificial Intelligence (AAAI-91)},
PAGES = {607-613},
YEAR = 1991
}
@BOOK{whittaker:book90,
AUTHOR = {Joe Whittaker},
TITLE = {Graphical Models in Applied Multivariate Statistics},
PUBLISHER = {John Wiley},
YEAR = {1990},
ADDRESS = {New York},
NOTE = {A very readable general textbook on belief networks
from a statistical perspective, focusing on ML
estimation and model selection}
}
@ARTICLE{widmer:mlj96,
AUTHOR = {Gerhard Widmer and Miroslav Kubat},
YEAR = {1996},
TITLE = {Learning in the Presence of Concept Drift and Hidden
Contexts},
JOURNAL = {Machine Learning},
VOLUME = {23},
NUMBER = {1},
PAGES = {69--101}
}
@ARTICLE{widmer:mlj98,
AUTHOR = {Gerhard Widmer and Miroslav Kubat (Eds.)},
YEAR = {1998},
TITLE = {Special Issue on Context Sensitivity and Concept
Drift},
JOURNAL = {Machine Learning},
VOLUME = {32},
NUMBER = {2}
}
@BOOK{wilensky:book83,
AUTHOR = {Robert W. Wilensky},
TITLE = {Planning and Understanding: {A} Computational Approach
to Human Reasoning},
PUBLISHER = {Addison-Wesley},
YEAR = {1983},
ADDRESS = {Reading, MA}
}
@PHDTHESIS{wilensky:thesis78,
AUTHOR = {Robert W. Wilensky},
TITLE = {Understanding Goal-Based Stories},
SCHOOL = {Department of Computer Science, Yale University},
MONTH = SEP,
YEAR = {1978},
ADDRESS = {New Haven, CT},
NOTE = {Technical Report 140}
}
@INPROCEEDINGS{wilkins:aaai88,
TITLE = {Knowlege Base Refinement Using Apprenticeship Learning
Techniques},
AUTHOR = {David C. Wilkins},
BOOKTITLE = {Proceedings of the Seventh National Conference on
Artificial Intelligence (AAAI-88)},
ADDRESS = {St. Paul, MN},
MONTH = AUG,
PAGES = {646--651},
YEAR = {1988},
KEY = {odysseus expert-systems}
}
@PHDTHESIS{wilkins:thesis87,
TITLE = {Apprenticeship Learning Techniques for Knowledge Based
Systems},
AUTHOR = {David C. Wilkins},
NUMBER = {Doctoral Dissertation},
SCHOOL = {EECS Department, University of Michigan},
ADDRESS = {Ann Arbor, MI},
YEAR = {1987},
KEY = {odysseus phd}
}
@ARTICLE{wilks:ai99,
AUTHOR = {Yorick Wilks},
TITLE = {Review of {K}. Sparck Jones and {J}. Galliers,
Evaluating Natural Language Processing Systems: An
Analysis and Review},
JOURNAL = {Artificial Intelligence},
YEAR = {1999},
VOLUME = {107},
NUMBER = {1},
PAGES = {165--170}
}
@INPROCEEDINGS{williamson:aips94,
TITLE = {Optimal Planning with a Goal-Directed Utility Model},
AUTHOR = {Mike Williamson and Steve Hanks},
BOOKTITLE = {Proceedings of the Second International Conference of
AI Planning Systems},
MONTH = JUN,
YEAR = {1994},
ADDRESS = {Chicago},
PAGES = {176--181},
KEY = {}
}
@INPROCEEDINGS{wilson:aie96,
TITLE = {Instance-Based Learning with Genetically Derived
Attribute Weights},
AUTHOR = {D. Randall Wilson and Tony R. Martinez},
BOOKTITLE = {International Conference on Artificial Intelligence,
Expert Systems and Neural Networks (AIE'96)},
YEAR = {1996},
PAGES = {11--14}
}
@INPROCEEDINGS{winkler:asa90,
AUTHOR = {William E. Winkler},
TITLE = {String Comparator Metrics and Enhanced Decision
Rules in the Fellegi-Sunter Model of Record Linkage},
BOOKTITLE = {Proceedings of the Section on Survey Research
Methods, American Statistical Association},
PAGES = {354--359},
YEAR = 1990
}
@TECHREPORT{winkler:tr02,
TITLE = {Methods for Record Linkage and {B}ayesian Networks},
AUTHOR = {William E. Winkler},
INSTITUTION = {Statistical Research Division, U.S. Census Bureau,
Washington, DC},
YEAR = 2002
}
@TECHREPORT{winkler:tr93,
TITLE = {Improved Decision Rules in the Fellegi-Sunter Model
of Record Linkage},
AUTHOR = {William E. Winkler},
INSTITUTION = {Statistical Research Division, U.S. Census Bureau,
Washington, DC},
YEAR = 1993
}
@TECHREPORT{winkler:tr94,
TITLE = {Advanced Methods for Record Linkage},
AUTHOR = {William E. Winkler},
INSTITUTION = {Statistical Research Division, U.S. Census Bureau,
Washington, DC},
YEAR = 1994,
KEY = {Record linkage, Information integration}
}
@TECHREPORT{winkler:tr99,
TITLE = {The State of Record Linkage and Current Research
Problems},
AUTHOR = {William E. Winkler},
INSTITUTION = {Statistical Research Division, U.S. Census Bureau,
Washington, DC},
YEAR = 1999,
KEY = {Record linkage, Information integration}
}
@BOOK{winograd:book72,
AUTHOR = {Terry Winograd},
TITLE = {Understanding Natural Language},
PUBLISHER = {Academic Press},
ADDRESS = {Orlando, FL},
YEAR = {1972}
}
@INPROCEEDINGS{winston:aaai83,
TITLE = {Learning Physical Descriptions from Functional
Definitions, Examples, and Precedents},
AUTHOR = {Patrick H. Winston and Thomas O. Binford and Boris
Katz and Michael R. Lowry},
BOOKTITLE = {Proceedings of the Third National Conference on
Artificial Intelligence (AAAI-83)},
PAGES = {433--439},
MONTH = AUG,
YEAR = {1983},
ADDRESS = {Washington, D.C.},
KEY = {cups analogy ebl}
}
@INCOLLECTION{winston:bkchapter75,
TITLE = {Learning Structural Descriptions from Examples},
AUTHOR = {Patrick H. Winston},
BOOKTITLE = {The Psychology of Computer Vision},
EDITOR = {Patrick H. Winston},
PUBLISHER = {McGraw-Hill},
ADDRESS = {New York},
PAGES = {},
YEAR = {1975},
KEY = {}
}
@BOOK{winston:book78,
TITLE = {Artificial Intelligence},
AUTHOR = {Patrick H. Winston},
PUBLISHER = {Addison-Wesley},
ADDRESS = {Reading, MA},
YEAR = {1978},
KEY = {text}
}
@BOOK{winston:book89,
TITLE = {Lisp},
AUTHOR = {Patrick H. Winston and Berthold K. P. Horn},
PUBLISHER = {Addison-Wesley},
ADDRESS = {Reading, MA},
YEAR = {1989},
KEY = {text}
}
@INPROCEEDINGS{wirth:ewsl88,
TITLE = {Learning by Failure to Prove},
AUTHOR = {R{\"{u}}diger Wirth},
BOOKTITLE = {Proceedings of the Third European Working Session on
Learning},
PAGES = {237--251},
PUBLISHER = {Pitman},
YEAR = {1988},
KEY = {}
}
@INPROCEEDINGS{wirth:ewsl89,
TITLE = {Completing Logic Programs by Inverse Resolution},
AUTHOR = {R{\"{u}}diger Wirth},
BOOKTITLE = {Proceedings of the Fourth European Working Session on
Learning},
YEAR = {1989},
PUBLISHER = {Pitman},
PAGES = {239--250}
}
@INPROCEEDINGS{wirth:ml91,
TITLE = {Constraints on Predicate Invention},
AUTHOR = {R{\"{u}}diger Wirth and Paul O'Rorke},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Machine Learning},
PAGES = {457--461},
MONTH = JUN,
ADDRESS = {Evanston, IL},
YEAR = {1991},
KEY = {}
}
@INPROCEEDINGS{wisniewski:cogsci89,
TITLE = {Learning from Examples: The Effect of Different
Conceptual Roles},
AUTHOR = {Edward J. Wisniewski},
BOOKTITLE = {Proceedings of the Eleventh Annual Conference of the
Cognitive Science Society},
ADDRESS = {Ann Arbor, MI},
PAGES = {980--986},
YEAR = {1989}
}
@BOOK{witten:book99,
TITLE = {Data Mining: Practical Machine Learning Tools and
Techniques with {J}ava Implementations},
AUTHOR = {Ian H. Witten and Eibe Frank},
PUBLISHER = {Morgan Kaufmann},
YEAR = {1999},
ADDRESS = {San Francisco}
}
@INPROCEEDINGS{wogulis:ijcai-ilp93,
TITLE = {Handling Negation in First-Order Theory Revision},
AUTHOR = {James Wogulis},
BOOKTITLE = {Proceedings of the IJCAI-93 Workshop on Inductive
Logic Programming},
YEAR = {1993},
ADDRESS = {Chambery, France},
PAGES = {36--46},
KEY = {}
}
@INPROCEEDINGS{wogulis:ijcai93,
TITLE = {A Methodology for Evaluating Theory Revision Systems:
Results with {Audrey II}},
AUTHOR = {James Wogulis and Michael Pazzani},
BOOKTITLE = {Proceedings of the Thirteenth International Joint
Conference on Artificial Intelligence (IJCAI-93)},
YEAR = {1993},
ADDRESS = {Chambery, France},
PAGES = {1128--1134},
KEY = {}
}
@INPROCEEDINGS{wogulis:ml91,
TITLE = {Revising Relational Domain Theories},
AUTHOR = {James Wogulis},
BOOKTITLE = {Proceedings of the Eighth International Workshop on
Machine Learning},
PAGES = {462--466},
MONTH = JUN,
ADDRESS = {Evanston, IL},
YEAR = {1991},
KEY = {AUDREY}
}
@PHDTHESIS{wogulis:thesis94,
TITLE = {An Approach to Repairing and Evaluating First-Order
Theories Containing Multiple Concepts and Negation},
AUTHOR = {James Wogulis},
NUMBER = {Ph.D. Thesis},
SCHOOL = {Department of Information and Computer Science,
University of California},
ADDRESS = {Irvine, CA},
YEAR = {1994},
KEY = {AUDREY A3}
}
@INCOLLECTION{wolff:bkchapter87,
TITLE = {Cognitive development as optimisation},
AUTHOR = {J. Gerard Wolff},
BOOKTITLE = {Computational Models of Learning},
EDITOR = {L. Bolc},
PUBLISHER = {Springer Verlag},
ADDRESS = {Berlin},
YEAR = {1987}
}
@ARTICLE{wolff:lac82,
TITLE = {Language Acquisition, Data Compression, and
Generalization},
AUTHOR = {J. Gerard Wolff},
JOURNAL = {Language and Communication},
VOLUME = {2},
PAGES = {57--89},
YEAR = {1982},
KEY = {}
}
@ARTICLE{wolpert:compsys92,
TITLE = {On the Connection Between In-Sample Testing and
Generalization Error},
AUTHOR = {David H. Wolpert},
JOURNAL = {Complex Systems},
VOLUME = {6},
PAGES = {47--94},
YEAR = {1992},
KEY = {bias, no free lunch theorems, conservation law}
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NUMBER = {CMU-CS-97-127},
YEAR = {1997}
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