📰 Journal of Artificial Intelligence Research 2002: all accepted papers

27 papers · the most cited first · ← Journal of Artificial Intelligence Research 2002

1. SMOTE: Synthetic Minority Over-sampling TechniqueNitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al.32,436 citations · our summary
2. A Knowledge Compilation Map ↗Adnan Y. Darwiche, Pierre Marquis405 citations
3. The Communicative Multiagent Team Decision Problem: Analyzing Teamwork Theories and Models ↗David V. Pynadath, M. Tambe376 citations
4. Optimizing Dialogue Management with Reinforcement Learning: Experiments with the NJFun System ↗Satinder Pal Singh, Diane J. Litman, Michael J. Kearns et al.352 citations
5. Inferring Strategies for Sentence Ordering in Multidocument News Summarization ↗Regina Barzilay, Noémie Elhadad330 citations
6. Expert-Guided Subgroup Discovery: Methodology and Application ↗Dragan Gamberger, Nada Lavrač A211 citations
7. Towards Adjustable Autonomy for the Real World ↗Paul Scerri, David V. Pynadath, Milind Tambe200 citations
8. A New Technique for Combining Multiple Classifiers using The Dempster-Shafer Theory of Evidence ↗Ahmed K. Al-Ani, Mohamed A. Deriche145 citations
9. Efficient Reinforcement Learning Using Recursive Least-Squares Methods ↗Xin Xu, Haibo He, Dewen Hu135 citations
10. Policy Recognition in the Abstract Hidden Markov Model ↗Hung Bui, Svetha Venkatesh, GEOFF A. W. WEST123 citations
11. Extensions of Simple Conceptual Graphs: the Complexity of Rules and Constraints ↗Jean-François Baget, Marie-Laure Mugnier114 citations
12. Improving the Efficiency of Inductive Logic Programming Through the Use of Query Packs ↗Hendrik Blockeel, L. Dehaspe, Bart Demoen et al.111 citations
13. Collective Intelligence, Data Routing and Braess' Paradox ↗David H. Wolpert, Kagan Tumer85 citations
14. Automatically Training a Problematic Dialogue Predictor for a Spoken Dialogue System ↗Marilyn A. Walker, Irene Langkilde-Geary, Helen Wright Hastie et al.77 citations
15. Monitoring Teams by Overhearing: A Multi-Agent Plan-Recognition Approach ↗G. A. Kaminka, D. V. Pynadath, M. Tambe76 citations
16. A Critical Assessment of Benchmark Comparison in Planning ↗Adele E. Howe, Eric Dahlman68 citations
17. A Unified Model of Structural Organization in Language and Music ↗Rens Bod61 citations
18. When do Numbers Really Matter? ↗H. Chan, Adnan Y. Darwiche61 citations
19. Specific-to-General Learning for Temporal Events with Application to Learning Event Definitions from Video ↗Alan Fern, Robert L. Givan, Jeffrey Mark Siskind56 citations
20. Accelerating Reinforcement Learning by Composing Solutions of Automatically Identified Subtasks ↗C. Drummond54 citations
21. Structured Knowledge Representation for Image Retrieval ↗Eugenio Di Sciascio, Francesco M. Donini, Marina Mongiello35 citations
22. Competitive Safety Analysis: Robust Decision-Making in Multi-Agent Systems ↗Moshe Tennenholtz34 citations
23. A Logic for Reasoning about Upper Probabilities ↗Joseph Yehuda Halpern, Riccardo Pucella29 citations
24. Learning Geometrically-Constrained Hidden Markov Models for Robot Navigation: Bridging the Topological-Geometrical Gap ↗Hagit Shatkay, Leslie Pack Kaelbling27 citations
25. Fusions of Description Logics and Abstract Description Systems ↗F. Baader, C. Lutz, H. Sturm et al.26 citations
26. An Analysis of Phase Transition in NK Landscapes ↗Yong Chao Gao, Joseph C. Culberson23 citations
27. Inducing Interpretable Voting Classifiers without Trading Accuracy for Simplicity: Theoretical Results, Approximation Algorithms ↗Richard Nock6 citations

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