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This directory is created automatically and some papers may be mislabeled. Only document within the CiteSeer database are listed. The directory is intended to provide entry points for browsing the database and is not intended to be authoritative. Papers may not appear in all relevant categories. For example, papers in a sub-category may not appear in higher level categories.

426   Bagging Predictors - Breiman (1996)   (Correct)
341   A New Method for Solving Hard Satisfiability Problems - Selman, Levesque, Mitchell (1992)   (Correct)
291   Experiments with a New Boosting Algorithm - Freund, Schapire (1996)   (Correct)
273   Fast Planning Through Planning Graph Analysis - Blum, Furst (1995)   (Correct)
255   Pushing the Envelope: Planning, Propositional Logic, and Stochastic.. - Kautz, Selman (1996)   (Correct)
249   Hard and Easy Distributions of SAT Problems - Mitchell, Selman, Levesque (1992)   (Correct)
236   Reinforcement Learning: A Survey - Leslie Pack Kaelbling, Michael L.. (1996)   (Correct)
210   Irrelevant Features and the Subset Selection Problem - John, Kohavi, Pfleger (1994)   (Correct)
192   Modeling and Rendering Architecture from Photographs: A hybrid.. - Debevec, Taylor, Malik (1996)   (Correct)
183   The Oz Programming Model - Smolka (1995)   (Correct)
171   Minimizing Conflicts: A Heuristic Repair Method for.. - Minton, Johnston, Philips, Laird (1992)   (Correct)
167   Letizia: An Agent That Assists Web Browsing - Lieberman (1995)   (Correct)
158   Intelligent Agents: Theory and Practice - Wooldridge, Jennings (1995)   (Correct)
143   An Introduction to Least Commitment Planning - Weld (1994)   (Correct)
140   The INQUERY Retrieval System - Callan, Croft, Harding   (Correct)
135   The Complexity of Concept Languages - Donini, Lenzerini, Nardi, Nutt (1995)   (Correct)
120   WebWatcher: A Tour Guide for the World Wide Web - Joachims, Freitag, Mitchell (1997)   (Correct)
118   An Algorithm for Probabilistic Planning - Kushmerick, Hanks, Weld (1995)   (Correct)
113   Extracting Semistructured Information from the Web - Hammer, Garcia-Molina, Cho, Aranha.. (1997)   (Correct)
109   Specification of the KQML Agent-Communication Language - Finin, Weber, Wiederhold.. (1994)   (Correct)
106   The Ontolingua Server: a Tool for Collaborative Ontology Construction - Farquhar, Fikes, Rice (1996)   (Correct)
104   Recursive Functions of Symbolic Expressions and Their Computation by.. - McCarthy (1960)   (Correct)
103   Acting Optimally in Partially Observable Stochastic Domains - Cassandra, Kaelbling, Littman (1994)   (Correct)
103   Wrappers for Feature Subset Selection - Kohavi, John (1997)   (Correct)
99   On The Acceptability Of Arguments And Its Fundamental Role In.. - Dung (1995)   (Correct)
98   Additive Logistic Regression: a Statistical View of Boosting - Friedman, Hastie, Tibshirani (1998)   (Correct)
93   Efficient Algorithms for Discovering Association Rules - Mannila, Toivonen, Verkamo (1994)   (Correct)
92   Operations for Learning with Graphical Models - Buntine (1994)   (Correct)
91   Greedy Attribute Selection - Caruana, Freitag (1994)   (Correct)
88   Reinforcement Learning with Perceptual Aliasing: The Perceptual.. - Chrisman (1992)   (Correct)
88   A System for Induction of Oblique Decision Trees - Murthy, Kasif, Salzberg (1994)   (Correct)
87   The Parti-game Algorithm for Variable Resolution Reinforcement.. - Moore, Atkeson (1995)   (Correct)
87   Probabilistic Roadmaps for Path Planning in High-Dimensional.. - Kavraki, Svestka, Latombe, Overmars (1996)   (Correct)
86   Factorial Hidden Markov Models - Zoubin Ghahramani, Michael I. Jordan (1997)   (Correct)
81   Knowledge Compilation Using Horn Approximations - Selman, Kautz (1991)   (Correct)
81   Towards Flexible Teamwork - Tambe (1997)   (Correct)
80   Data Mining: An Overview from a Database Perspective - Chen, Han, Yu (1996)   (Correct)
78   SLIQ: A Fast Scalable Classifier for Data Mining - Mehta, Agrawal, Rissanen (1996)   (Correct)
77   Mining Association Rules with Item Constraints - Srikant, Vu, Agrawal   (Correct)
77   The Schema Theorem and Price's Theorem - Altenberg (1995)   (Correct)
76   Mixtures of Probabilistic Principal Component Analysers - Tipping, al. (1998)   (Correct)
75   Higher-Order Logic Programming - Nadathur, Miller (1986)   (Correct)
75   Learning in the Presence of Malicious Errors - Kearns (1993)   (Correct)
75   SIFT - A Tool for Wide-Area Information Dissemination - Yan (1995)   (Correct)
71   An Equivalence Between Sparse Approximation and Support Vector.. - Girosi (1997)   (Correct)
70   Subsumption Algorithms for Concept Description Languages - Hollunder, Nutt, Schmidt-Schauß (1990)   (Correct)
69   Mean Field Theory for Sigmoid Belief Networks - Saul, Jaakkola, Jordan (1996)   (Correct)
69   A Comparison of Two Learning Algorithms for Text Categorization - Lewis, Ringuette (1994)   (Correct)
68   An Experimental Comparison of Three Methods for Constructing.. - Dietterich (1998)   (Correct)
68   Theory of Generalized Annotated Logic Programming and its Applications - Kifer, Subrahmanian (1992)   (Correct)
66   A Probabilistic Approach to Concurrent Mapping and Localization for.. - Thrun, Burgard, Fox (1998)   (Correct)
66   Learning to Extract Symbolic Knowledge from the World Wide Web - Craven, DiPasquo, Freitag, McCallum, .. (1998)   (Correct)
66   Error-Correcting Output Coding Corrects Bias and Variance - Kong, Dietterich (1995)   (Correct)
65   Cooperative Mobile Robotics: Antecedents and Directions - Cao, Fukunaga, Kahng (1997)   (Correct)
65   The Structure-Mapping Engine: Algorithm and Examples - Falkenhainer, Forbus, Gentner (1989)   (Correct)
65   Dynamic Parameter Encoding for Genetic Algorithms - Schraudolph, Belew (1992)   (Correct)
64   Toward Optimal Feature Selection - Koller, Sahami (1996)   (Correct)
64   The TV-tree - an index structure for high-dimensional data - Lin, Jagadish, Faloutsos (1994)   (Correct)
62   Residual Algorithms: Reinforcement Learning with Function.. - Leemon Baird (1995)   (Correct)
62   Transfer of Learning by Composing Solutions of Elemental Sequential.. - Singh (1992)   (Correct)
61   Automatically Constructing a Dictionary for Information Extraction.. - Riloff (1993)   (Correct)
61   Bounds on the Sample Complexity of Bayesian Learning Using.. - Haussler (1994)   (Correct)
61   An Evolutionary Algorithm that Constructs Recurrent Neural Networks - Angeline, Saunders, Pollack (1994)   (Correct)
60   Class-based n-gram models of natural language - Brown, Pietra, deSouza, Lai, Mercer (1990)   (Correct)
60   Rule Induction with CN2: Some Recent Improvements - Clark, Boswell (1991)   (Correct)
60   A Theoretical Evaluation of Selected Backtracking Algorithms - Kondrak (1994)   (Correct)
59   Knowledge-Based Artificial Neural Networks - Towell, Shavlik (1994)   (Correct)
59   Knowledge Discovery in Databases: An Attribute-Oriented Approach - Han, Cai, Cercone (1992)   (Correct)
59   Face Recognition Under Varying Pose - Beymer (1993)   (Correct)
58   Spacetime Constraints Revisited - Ngo, Marks (1993)   (Correct)
56   On the Optimality of the Simple Bayesian Classifier under Zero-One.. - Domingos, Pazzani (1997)   (Correct)
56   Multiagent Systems: A Survey from a Machine Learning Perspective - Stone, Veloso (1997)   (Correct)
56   Computational Complexity of Terminological Reasoning in BACK - Nebel (1988)   (Correct)
56   Records for Logic Programming - Smolka, Treinen (1994)   (Correct)
56   A Guide to the Literature on Learning Probabilistic Networks From Data - Buntine (1996)   (Correct)
56   Learning Decision Trees using the Fourier Spectrum - Kushilevitz, Mansour (1991)   (Correct)
55   Reinforcement Learning with Replacing Eligibility Traces - Singh (1996)   (Correct)
55   HTN Planning: Complexity and Expressivity - Kutluhan Erol   (Correct)
54   Bias Plus Variance Decomposition for Zero-One Loss Functions - Kohavi, Wolpert (1996)   (Correct)
54   Active Learning with Statistical Models - Cohn, Ghahramani, Jordan (1996)   (Correct)
54   Empirical Support for Winnow and Weighted-Majority Algorithms.. - Blum (1995)   (Correct)
52   Tractable Inference for Complex Stochastic Processes - Boyen (1998)   (Correct)
52   Intelligent Agents: An Emerging Technology for Next Generation.. - Magedanz, Rothermel, Krause (1996)   (Correct)
52   Deception Considered Harmful - Grefenstette (1992)   (Correct)
51   Provably Bounded-Optimal Agents - Russell, Subramanian (1995)   (Correct)
49   Improving Generalization with Active Learning - Cohn, Atlas, al. (1992)   (Correct)
49   Combining estimates in regression and classification - LeBlanc, Tibshirani (1993)   (Correct)
49   Distributed Intelligent Agents - Sycara, Decker, Pannu, Williamson.. (1996)   (Correct)
48   Has a Consensus NL Generation Architecture Appeared, and is it.. - Reiter (1994)   (Correct)
48   Locating the Phase Transition in Binary Constraint Satisfaction.. - Smith (1994)   (Correct)
48   The RoboCup Synthetic Agent Challenge 97 - Kitano, Tambe, Stone (1997)   (Correct)
47   Competitive Environments Evolve Better Solutions for Complex Tasks - Angeline, Pollack (1993)   (Correct)
47   A graduated assignment algorithm for graph matching - Gold, Rangarajan (1996)   (Correct)
46   Selection of Relevant Features and Examples in Machine Learning - Blum, Langley (1997)   (Correct)
46   Web Mining: Information and Pattern Discovery on the World Wide Web - Cooley, Mobasher, Srivastava (1997)   (Correct)
46   Local Learning in Probabilistic Networks With Hidden Variables - Russell (1995)   (Correct)
45   Incremental Multi-Step Q-Learning - Peng, Williams (1996)   (Correct)
43   Planning as Refinement Search: A unified framework for comparative.. - Kambhampati (1993)   (Correct)
43   Context-Specific Independence in Bayesian Networks - Boutilier, Friedman, Goldszmidt.. (1996)   (Correct)
43   Relational Learning of Pattern-Match Rules for Information Extraction - Califf, Mooney (1997)   (Correct)
43   Overcoming Incomplete Perception with Utile Distinction Memory - McCallum (1993)   (Correct)
43   Cooperative Information Gathering: A Distributed Problem Solving.. - Oates, Prasad, Lesser   (Correct)
42   A Comparative Evaluation of Voting and Meta-learning on Partitioned.. - Philip Chan (1995)   (Correct)
42   Integrating Planning and Learning: The PRODIGY Architecture - Veloso, Carbonell, Perez, Borrajo.. (1995)   (Correct)
42   Automatic SAT-Compilation of Planning Problems - Ernst, Millstein, Weld (1997)   (Correct)
42   Feature Subset Selection Using A Genetic Algorithm - Yang, Honavar (1998)   (Correct)
42   Qualitative Spatial Representation and Reasoning with the Region.. - Cohn, Bennett, Gooday, Gotts (1997)   (Correct)
42   Information Extraction from HTML: Application of a General Machine.. - Freitag (1998)   (Correct)
41   Data Mining - The Search for Knowledge in Databases - Holsheimer, Siebes (1991)   (Correct)
41   Biological Metaphors and the Design of Modular Artificial Neural.. - Boers, Kuiper (1992)   (Correct)
41   Tracking the Best Expert - Mark Herbster (1995)   (Correct)
41   How To Evolve Autonomous Robots: Different Approaches In Evolutionary .. - Nolfi, Floreano, Miglino, Mondada (1994)   (Correct)
41   Using meta-logic to reconcile reactive with rational agents - Kowalski (1995)   (Correct)
41   Information Extraction as a Basis for High-Precision Text.. - Riloff, Lehnert (1994)   (Correct)
41   Adaptive Web Sites: an AI Challenge - Perkowitz (1997)   (Correct)
40   Preferential Semantics for Goals - Wellman, Doyle (1991)   (Correct)
40   Behavior of Database Production Rules: Termination, Confluence, and.. - Aiken, Widom, Hellerstein (1992)   (Correct)
40   Powerful Techniques for the Automatic Generation of Invariants - Bensalem (1996)   (Correct)
40   An Efficient Method for Contour Tracking using Active Shape Models - Baumberg, Hogg (1994)   (Correct)
40   An Experimental and Theoretical Comparison of Model Selection Methods - Kearns, Mansour, Ng, Ron (1995)   (Correct)
39   Tight Performance Bounds on Greedy Policies Based on Imperfect Value.. - Williams (1993)   (Correct)
39   Convergence results for the EM approach to mixtures of experts.. - Jordan, Xu (1993)   (Correct)
39   Model-Based Monitoring of Dynamic Systems - Dvorak (1989)   (Correct)
39   Using experience in learning and problem solving - Koton (1989)   (Correct)
39   Planning for Temporally Extended Goals - Bacchus (1996)   (Correct)
39   Algebraic Functions For Recognition - Shashua (1994)   (Correct)
38   DRAFT Specification of the KQML Agent-Communication Language - Finin, Weber, Wiederhold.. (1993)   (Correct)
38   A Tourist Guide through Treewidth - Bodlaender (1993)   (Correct)
37   Subsumption Algorithms for Concept Languages - Hollunder, Nutt (1990)   (Correct)
37   Representing Continuous Change in The Event Calculus - Shanahan (1990)   (Correct)
36   On the Complexity of Blocks-World Planning - Gupta (1992)   (Correct)
36   Integrating Classification and Association Rule Mining - Liu (1998)   (Correct)
36   PAC-Learnability of Determinate Logic Programs - Dzeroski, Muggleton, Russell (1992)   (Correct)
35   A Knowledge-Based Configurator that Supports Sales, Engineering, and.. - Jon Wright (1993)   (Correct)
35   A Heuristic Estimator for Means-Ends Analysis in Planning - Drew McDermott (1996)   (Correct)
35   The Complexity of Existential Quantification in Concept Languages - Donini, Hollunder, Lenzerini.. (1992)   (Correct)
35   Learning to Classify Text from Labeled and Unlabeled Documents - Nigam, McCallum, Thrun, Mitchell (1998)   (Correct)
35   An Adaptive Web Page Recommendation Service - Balabanovic (1997)   (Correct)
34   Negotiation and Task Sharing Among Autonomous Agents in Cooperative.. - Zlotkin, Rosenschein (1989)   (Correct)
34   Issues and Approaches in the Design of Collective Autonomous Agents - Mataric (1995)   (Correct)
34   Downward Refinement and the Efficiency of Hierarchical Problem Solving - Bacchus, Yang (1993)   (Correct)
34   Coevolving High-Level Representations - Angeline (1994)   (Correct)
34   Foundations of a Logical Approach to Agent Programming - Lespérance, Levesque, Lin.. (1995)   (Correct)
33   The Behavior Language; User's Guide - Brooks (1990)   (Correct)
33   Classification And Detection Of Computer Intrusions - Kumar (1995)   (Correct)
33   DAMN: A Distributed Architecture for Mobile Navigation - Rosenblatt (1997)   (Correct)
32   An Experimental Comparison of the Nearest-Neighbor and.. - Wettschereck, Dietterich (1995)   (Correct)
32   Caching and Lemmaizing in Model Elimination Theorem Provers - Astrachan (1992)   (Correct)
32   Representing Control: A Study of the CPS Transformation - Danvy, Filinski (1992)   (Correct)
32   Surface Approximation and Geometric Partitions - Agarwal, Suri (1994)   (Correct)
32   Lamarckian Learning in Multi-agent Environments - Grefenstette (1991)   (Correct)
32   Reasoning With Characteristic Models - Henry Kautz (1993)   (Correct)
31   Representing Action: Indeterminacy and Ramifications - Giunchiglia (1997)   (Correct)
31   LIME: Linda Meets Mobility - Picco, Murphy, Roman (1999)   (Correct)
31   Compiling Prior Knowledge Into an Explicit Bias - Cohen (1992)   (Correct)
30   A Computational Market Model for Distributed Configuration Design - Wellman (1995)   (Correct)
30   Equational Reasoning and Term Rewriting Systems - Plaisted (1993)   (Correct)
30   Evolving Mobile Robots in Simulated and Real Environments - Miglino, Lund, Nolfi (1996)   (Correct)
30   Genetic Algorithms and Artificial Life - Mitchell, Forrest (1993)   (Correct)
30   Towards a unified agent architecture that combines rationality with.. - Kowalski, Sadri (1996)   (Correct)
29   Multiresolution Sampling Procedure for Analysis and Synthesis of.. - De Bonet (1998)   (Correct)
29   A Social Reasoning Mechanism Based On Dependence Networks - Sichman, Conte, Demazeau.. (1994)   (Correct)
29   Easy Problems are Sometimes Hard - Gent, Walsh (1994)   (Correct)
29   Experiments on Multistrategy Learning by Meta-Learning - Chan (1993)   (Correct)
29   Pattern Associativity and the Retrieval of Semantic Networks - Levinson (1992)   (Correct)
28   A Formal Framework for Agency and Autonomy - Luck, d'Inverno (1995)   (Correct)
28   Text Classification from Labeled and Unlabeled Documents using EM - Nigam, McCallum, Thrun, Mitchell (1999)   (Correct)
28   A Nonparametric Approach to Pricing and Hedging Derivative Securities .. - Hutchinson (1994)   (Correct)
28   Computational Neuroethology: A Provisional Manifesto - Cliff (1991)   (Correct)
28   Partial Deduction of Disjunctive Logic Programs: A Declarative.. - Sakama (1994)   (Correct)
28   CARIN: A Representation Language Combining Horn Rules and Description .. - Levy (1996)   (Correct)
28   The MAXQ Method for Hierarchical Reinforcement Learning - Dietterich (1998)   (Correct)
28   Flexible Discriminant Analysis by Optimal Scoring - Hastie, Tibshirani, Buja (1993)   (Correct)
28   Accelerating Partial-Order Planners: Some Techniques for Effective.. - Gerevini (1996)   (Correct)
28   A Logic of Relative Desire - Doyle, al. (1991)   (Correct)
28   Learning in the Presence of Concept Drift and Hidden Contexts - Widmer, Kubat (1996)   (Correct)
27   Co-Evolving Soccer Softbot Team Coordination with Genetic Programming - Luke (1997)   (Correct)
27   Pitfalls of Agent-Oriented Development - Wooldridge, Jennings (1998)   (Correct)
27   A Robot Controller Using Learning by Imitation - Hayes, Demiris (1994)   (Correct)
27   Learning Dynamic Bayesian Networks - Ghahramani (1997)   (Correct)
27   On the Complexity of Solving Markov Decision Problems - Littman, Dean, Kaelbling (1995)   (Correct)
27   Factor Graphs and the Sum-Product Algorithm - Kschischang, Frey, Loeliger (1998)   (Correct)
27   An Analysis of Trace Data for Predictive File Caching in Mobile.. - Kuenning (1994)   (Correct)
27   Weakly Learning DNF and Characterizing Statistical Query Learning.. - Blum (1994)   (Correct)
27   A Framework for Combining Symbolic and Neural Learning - Shavlik (1992)   (Correct)
26   A Promising Genetic Algorithm Approach to Job-Shop Scheduling.. - Fang, Ross, Corne (1993)   (Correct)
26   Implementing Calendars and Temporal Rules in Next Generation Databases - Chandra, Segev, Stonebraker (1994)   (Correct)
26   A Generalization of Analytic Deduction via Labelled Deductive Systems .. - D'Agostino, Gabbay (1995)   (Correct)
26   Data Mining Approaches for Intrusion Detection - Lee, Stolfo (1998)   (Correct)
26   Average Reward Reinforcement Learning: Foundations, Algorithms, and.. - Mahadevan (1996)   (Correct)
26   Multi-class Support Vector Machines - Weston, Watkins (1998)   (Correct)
26   MAGMA: An Agent-Based Virtual Market for Electronic Commerce - Tsvetovatyy, Gini, Mobasher.. (1997)   (Correct)
26   A Linear Method for Deviation Detection in Large Databases - Arning, Agrawal, Raghavan (1996)   (Correct)

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