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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.

579   Mining Association Rules between Sets of Items in Large Databases - Agrawal, Imielinski, Swami (1993)   (Correct)
488   Fast Algorithms for Mining Association Rules - Agrawal, Srikant (1994)   (Correct)
426   Bagging Predictors - Breiman (1996)   (Correct)
373   Complements to 'Pattern Recognition and Neural Networks' - Ripley (1996)   (Correct)
291   Experiments with a New Boosting Algorithm - Freund, Schapire (1996)   (Correct)
265   A decision-theoretic generalization of on-line learning and an.. - Freund, Schapire (1995)   (Correct)
236   Reinforcement Learning: A Survey - Leslie Pack Kaelbling, Michael L.. (1996)   (Correct)
212   LEDA - A Platform for Combinatorial and Geometric Computing - Mehlhorn, Näher (1995)   (Correct)
210   Irrelevant Features and the Subset Selection Problem - John, Kohavi, Pfleger (1994)   (Correct)
200   A Tutorial on Support Vector Machines for Pattern Recognition - Burges (1998)   (Correct)
185   Mining Generalized Association Rules - Srikant, Agrawal (1995)   (Correct)
183   Fast Effective Rule Induction - Cohen (1995)   (Correct)
179   Learning to Act using Real-Time Dynamic Programming - Barto, Bradtke, Singh (1995)   (Correct)
178   The CN2 Induction Algorithm - Clark, Niblett (1989)   (Correct)
167   Text Categorization with Support Vector Machines: Learning with Many.. - Joachims (1998)   (Correct)
160   WebWatcher: A Learning Apprentice for the World Wide Web - Armstrong, Freitag, Joachims.. (1997)   (Correct)
156   Mining Quantitative Association Rules in Large Relational Tables - Srikant, Agrawal (1996)   (Correct)
155   Neural Network-Based Face Detection - Rowley, Baluja, Kanade (1996)   (Correct)
152   An Optimal Algorithm for Approximate Nearest Neighbor Searching in.. - Arya, Mount, Netanyahu, Silverman, Wu (1994)   (Correct)
152   Dynamic Itemset Counting and Implication Rules for Market Basket Data - Brin, Motwani, Ullman, Tsur (1997)   (Correct)
150   Boosting the Margin: A New Explanation for the Effectiveness of.. - Schapire, Freund, al. (1997)   (Correct)
140   A Weighted Nearest Neighbor Algorithm for Learning with Symbolic.. - Cost, Salzberg (1993)   (Correct)
127   Boosting a Weak Learning Algorithm By Majority - Freund (1995)   (Correct)
125   GroupLens: An Open Architecture for Collaborative Filtering of Netnews - Resnick, Iacovou, Suchak, Bergstrom, .. (1994)   (Correct)
123   Goal-directed Requirements Acquisition - Dardenne, van Lamsweerde, Fickas (1993)   (Correct)
120   WebWatcher: A Tour Guide for the World Wide Web - Joachims, Freitag, Mitchell (1997)   (Correct)
117   Sampling Large Databases for Association Rules - Toivonen (1996)   (Correct)
117   Discovery of Multiple-Level Association Rules from Large Databases - Han (1995)   (Correct)
114   Solving Multiclass Learning Problems via Error-Correcting Output Codes - Dietterich, al. (1995)   (Correct)
113   Regularization Theory and Neural Networks Architectures - Girosi, Jones, Poggio (1995)   (Correct)
108   Refinement of Approximate Domain Theories by Knowledge-Based Neural.. - Towell, Shavlik, Noordewier (1990)   (Correct)
104   Prioritized Sweeping: Reinforcement Learning with Less Data and Less.. - Moore, Atkeson (1993)   (Correct)
104   Markov games as a framework for multi-agent reinforcement learning - Littman (1994)   (Correct)
104   Automatic Subspace Clustering of High Dimensional Data for Data.. - Agrawal, Gehrke, Gunopulos, Raghavan (1998)   (Correct)
103   Wrappers for Feature Subset Selection - Kohavi, John (1997)   (Correct)
98   Additive Logistic Regression: a Statistical View of Boosting - Friedman, Hastie, Tibshirani (1998)   (Correct)
97   Finding Interesting Rules from Large Sets of Discovered Association.. - Klemettinen, Mannila, Ronkainen.. (1994)   (Correct)
96   Multi-Agent Reinforcement Learning: Independent vs. Cooperative Agents - Tan (1993)   (Correct)
93   Mining Sequential Patterns: Generalizations And Performance.. - Srikant, Agrawal (1996)   (Correct)
93   Efficient Algorithms for Discovering Association Rules - Mannila, Toivonen, Verkamo (1994)   (Correct)
93   Beyond Market Baskets: Generalizing Association Rules to Correlations - Brin, Motwani, Silverstein (1997)   (Correct)
91   Greedy Attribute Selection - Caruana, Freitag (1994)   (Correct)
90   Collaborative Interface Agents - Lashkari, Metral, Maes (1994)   (Correct)
89   A Comparative Study on Feature Selection in Text Categorization - Yang, Pedersen (1997)   (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   An Effective Hash-Based Algorithm for Mining Association Rules - Park, Yu (1995)   (Correct)
86   Factorial Hidden Markov Models - Zoubin Ghahramani, Michael I. Jordan (1997)   (Correct)
83   The Utility of Knowledge in Inductive Learning - Pazzani, Kibler (1992)   (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)
78   An Evaluation of Statistical Approaches to Text Categorization - Yang (1998)   (Correct)
77   Mining Association Rules with Item Constraints - Srikant, Vu, Agrawal   (Correct)
77   The Schema Theorem and Price's Theorem - Altenberg (1995)   (Correct)
77   A Probabilistic Analysis of the Rocchio Algorithm with TFIDF for Text .. - Joachims (1997)   (Correct)
76   Mixtures of Probabilistic Principal Component Analysers - Tipping, al. (1998)   (Correct)
75   Learning in the Presence of Malicious Errors - Kearns (1993)   (Correct)
74   Removing the Genetics from the Standard Genetic Algorithm - Baluja, Caruana (1995)   (Correct)
72   Training Algorithms for Linear Text Classifiers - Lewis, Schapire, Callan, Papka (1996)   (Correct)
71   Hierarchically classifying documents using very few words - Koller, Sahami (1997)   (Correct)
70   Beyond Independence: Conditions for the Optimality of the Simple.. - Domingos, Pazzani (1996)   (Correct)
69   A Comparison of Two Learning Algorithms for Text Categorization - Lewis, Ringuette (1994)   (Correct)
69   Learning policies for partially observable environments: Scaling up - Littman, Cassandra, Kaelbling (1995)   (Correct)
68   An Experimental Comparison of Three Methods for Constructing.. - Dietterich (1998)   (Correct)
68   Exploratory Mining and Pruning Optimizations of Constrained.. - Ng (1998)   (Correct)
68   Error Reduction through Learning Multiple Descriptions - Ali, Pazzani (1996)   (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   The Structure-Mapping Engine: Algorithm and Examples - Falkenhainer, Forbus, Gentner (1989)   (Correct)
65   Dynamic Parameter Encoding for Genetic Algorithms - Schraudolph, Belew (1992)   (Correct)
65   Combining Labeled and Unlabeled Data with Co-Training - Blum, Mitchell (1998)   (Correct)
64   Toward Optimal Feature Selection - Koller, Sahami (1996)   (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   Bounds on the Sample Complexity of Bayesian Learning Using.. - Haussler (1994)   (Correct)
61   Neural Network Exploration Using Optimal Experiment Design - Cohn (1994)   (Correct)
60   Rule Induction with CN2: Some Recent Improvements - Clark, Boswell (1991)   (Correct)
60   Learning Information Retrieval Agents: Experiments with Automated Web .. - Balabanovic, Shoham (1995)   (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)
58   A Type System for Object Initialization In the Java Bytecode Language .. - Freund (1998)   (Correct)
57   An Introduction to Variational Methods for Graphical Models - Jordan, Ghahramani, Jaakkola, Saul (1998)   (Correct)
57   An Introduction to Variational Methods for Graphical Methods - Jordan, Ghahramani, Jaakkola, Saul (1998)   (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   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)
56   Discovery of frequent episodes in event sequences - Mannila, Toivonen, Verkamo (1997)   (Correct)
55   Reinforcement Learning with Replacing Eligibility Traces - Singh (1996)   (Correct)
55   Scalable Parallel Data Mining for Association Rules - Han, Karypis, Kumar (1997)   (Correct)
55   Modeling Web Sources for Information Integration - Knoblock, Minton, Ambite, Ashish.. (1998)   (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)
53   Gradient Calculations for Dynamic Recurrent Neural Networks: A Survey - Pearlmutter (1995)   (Correct)
53   A Unifying Review of Linear Gaussian Models - Sam Roweis (1997)   (Correct)
49   Improving Generalization with Active Learning - Cohn, Atlas, al. (1992)   (Correct)
49   Combining estimates in regression and classification - LeBlanc, Tibshirani (1993)   (Correct)
49   Serial and Parallel Genetic Algorithms as Function Optimizers - Gordon, Whitley (1993)   (Correct)
49   A New SQL-like Operator for Mining Association Rules - Meo, Psaila, al. (1996)   (Correct)
49   Relational Instance-Based Learning - Emde, Wettschereck (1996)   (Correct)
48   The RoboCup Synthetic Agent Challenge 97 - Kitano, Tambe, Stone (1997)   (Correct)
48   Active Storage for Large-Scale Data Mining and Multimedia - Riedel, Gibson, Faloutsos (1998)   (Correct)
48   Learning Sequential Decision Rules Using Simulation Models and.. - Grefenstette (1990)   (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)
47   A Simple Weight Decay Can Improve Generalization - Krogh (1992)   (Correct)
47   Stable Function Approximation in Dynamic Programming - Gordon (1995)   (Correct)
46   Selection of Relevant Features and Examples in Machine Learning - Blum, Langley (1997)   (Correct)
46   Approximate Statistical Tests for Comparing Supervised Classification .. - Dietterich (1998)   (Correct)
46   Generating Accurate and Diverse Members of a Neural-Network Ensemble - Opitz, al. (1996)   (Correct)
46   Efficient Algorithms for Minimizing Cross Validation Error - Moore, Lee (1994)   (Correct)
45   Incremental Multi-Step Q-Learning - Peng, Williams (1996)   (Correct)
45   Levelwise search and borders of theories in knowledge discovery - Mannila, Toivonen (1997)   (Correct)
44   Learning to Fly - Sammut (1992)   (Correct)
44   Flexible Metric Nearest Neighbor Classification - Friedman (1994)   (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   Keeping Neural Networks Simple by Minimizing the Description Length.. - Hinton (1993)   (Correct)
43   Active Storage for Large-Scale Data Mining and Multimedia Applications - Riedel, Gibson, Faloutsos (1998)   (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   Information Extraction from HTML: Application of a General Machine.. - Freitag (1998)   (Correct)
42   Selection of Relevant Features in Machine Learning - Langley (1994)   (Correct)
41   Data Mining - The Search for Knowledge in Databases - Holsheimer, Siebes (1991)   (Correct)
41   Tracking the Best Expert - Mark Herbster (1995)   (Correct)
41   Adaptive Web Sites: an AI Challenge - Perkowitz (1997)   (Correct)
41   Theory and Applications of Agnostic PAC-learning with Small Decision.. - Auer (1995)   (Correct)
41   A Minimum Description Length Framework for Unsupervised Learning - Zemel (1993)   (Correct)
40   New Algorithms for Fast Discovery of Association Rules - Zaki, Parthasarathy, Ogihara, Li (1997)   (Correct)
40   An Experimental and Theoretical Comparison of Model Selection Methods - Kearns, Mansour, Ng, Ron (1995)   (Correct)
40   Cost-Sensitive Classification: Empirical Evaluation of a Hybrid.. - Turney (1995)   (Correct)
40   Tail Bounds for Occupancy and the Satisfiability Threshold Conjecture - Kamath, Motwani, Palem, Spirakis (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   Using experience in learning and problem solving - Koton (1989)   (Correct)
38   Knowledge Discovery and Data Mining: Towards a Unifying Framework - Fayyad, Piatetsky-Shapiro, Smyth (1996)   (Correct)
38   Soccer Server: a tool for research on multi-agent systems - Noda, Matsubara, Hiraki, Frank (1997)   (Correct)
38   Niching Methods for Genetic Algorithms - Mahfoud (1995)   (Correct)
37   Maintenance of Discovered Association Rules in Large Databases: An.. - Cheung, Han, Ng, Wong (1996)   (Correct)
36   Integrating Classification and Association Rule Mining - Liu (1998)   (Correct)
36   PAC-Learnability of Determinate Logic Programs - Dzeroski, Muggleton, Russell (1992)   (Correct)
36   Addressing the Selective Superiority Problem: Automatic.. - Brodley (1993)   (Correct)
36   Purposive Behavior Acquisition on a Real Robot by a Vision-Based.. - Asada, Noda, Tawaratsumida, Hosoda (1994)   (Correct)
36   Learning Simple Concepts Under Simple Distributions - Li (1991)   (Correct)
35   Learning to Classify Text from Labeled and Unlabeled Documents - Nigam (1998)   (Correct)
35   An Adaptive Web Page Recommendation Service - Balabanovic (1997)   (Correct)
35   A Dynamic Disk Spin-Down Technique for Mobile Computing - Helmbold, Long, Sherrod (1996)   (Correct)
35   Forming Concepts for Fast Inference - Kautz, Selman (1992)   (Correct)
34   A Generalized Hidden Markov Model for the Recognition of Human Genes.. - Kulp, Haussler, Reese, Eeckman (1996)   (Correct)
34   Decision Tree Induction Based on Efficient Tree Restructuring - Paul Utgoff (1996)   (Correct)
34   Induction of First-Order Decision Lists: Results on Learning the Past .. - Mooney (1995)   (Correct)
34   Data Mining using MLC++ - A Machine Learning Library in C++ - Kohavi, Sommerfield, Dougherty (1997)   (Correct)
33   Building Classifiers using Bayesian Networks - Friedman (1996)   (Correct)
33   Fast Sequential and Parallel Algorithms for Association Rule Mining.. - Mueller (1995)   (Correct)
33   A Cooperative Coevolutionary Approach to Function Optimization - Potter, De Jong (1994)   (Correct)
32   An Experimental Comparison of the Nearest-Neighbor and.. - Wettschereck, Dietterich (1995)   (Correct)
32   Surface Approximation and Geometric Partitions - Agarwal, Suri (1994)   (Correct)
32   Lamarckian Learning in Multi-agent Environments - Grefenstette (1991)   (Correct)
32   Map Learning and High-Speed Navigation in RHINO - Thrun, Bücken, Burgard, Fox.. (1998)   (Correct)
32   Integrated Support For Data Archaeology - Brachman (1993)   (Correct)
32   A Perspective on Databases and Data Mining - Holsheimer, Kersten, Mannila.. (1995)   (Correct)
32   Instance-Based Utile Distinctions for Reinforcement Learning with.. - Andrew Mccallum (1995)   (Correct)
32   Rigorous Learning Curve Bounds from Statistical Mechanics - Haussler (1996)   (Correct)
32   Strategy Learning with Multilayer Connectionist Representations - Anderson (1987)   (Correct)
32   Learning at the Knowledge Level - Dietterich (1986)   (Correct)
31   Compiling Prior Knowledge Into an Explicit Bias - Cohen (1992)   (Correct)
31   On Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach - Salzberg (1997)   (Correct)
31   Boosting and Rocchio Applied to Text Filtering - Schapire, Singer, Singhal (1998)   (Correct)
31   Reusing Proofs - Kolbe, Walther (1994)   (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   Algorithms for Mining Distance-Based Outliers in Large Datasets - Knorr, Ng (1998)   (Correct)
30   JAM: Java Agents for Meta-Learning over Distributed Databases - Stolfo, Prodromidis, Tselepis, Lee.. (1997)   (Correct)
30   DBMiner: A System for Mining Knowledge in Large Relational Databases - Han (1996)   (Correct)
29   Experiments on Multistrategy Learning by Meta-Learning - Chan (1993)   (Correct)

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