---
title: "Journal of Artificial Intelligence Research 2002 — papers"
description: "Journal of Artificial Intelligence Research 2002 — papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/2002/"
---
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# Journal of Artificial Intelligence Research 2002 — papers

The works of Journal of Artificial Intelligence Research published in 2002 that our library holds (publisher: AI Access Foundation): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**27** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/2002/#works) · [**32,663** citations of these works](https://md.research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/2002/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[SMOTE: Synthetic Minority Over-sampling Technique](https://md.research.elamur.ai/free/en/papers/chawla-2002-smote-synthetic-minority-over-sampling/)**Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al.*32,436 citations · our summary*
2. **[A Knowledge Compilation Map ↗](https://doi.org/10.1613/jair.989)**Adnan Y. Darwiche, Pierre Marquis*405 citations*
3. **[The Communicative Multiagent Team Decision Problem: Analyzing Teamwork Theories and Models ↗](https://doi.org/10.1613/jair.1024)**David V. Pynadath, M. Tambe*376 citations*
4. **[Optimizing Dialogue Management with Reinforcement Learning: Experiments with the NJFun System ↗](https://doi.org/10.1613/jair.859)**Satinder Pal Singh, Diane J. Litman, Michael J. Kearns et al.*352 citations*
5. **[Inferring Strategies for Sentence Ordering in Multidocument News Summarization ↗](https://doi.org/10.1613/jair.991)**Regina Barzilay, Noémie Elhadad*330 citations*
6. **[Expert-Guided Subgroup Discovery: Methodology and Application ↗](https://doi.org/10.1613/jair.1089)**Dragan Gamberger, Nada Lavrač A*211 citations*
7. **[Towards Adjustable Autonomy for the Real World ↗](https://doi.org/10.1613/jair.1037)**Paul Scerri, David V. Pynadath, Milind Tambe*200 citations*
8. **[A New Technique for Combining Multiple Classifiers using The Dempster-Shafer Theory of Evidence ↗](https://doi.org/10.1613/jair.1026)**Ahmed K. Al-Ani, Mohamed A. Deriche*145 citations*
9. **[Efficient Reinforcement Learning Using Recursive Least-Squares Methods ↗](https://doi.org/10.1613/jair.946)**Xin Xu, Haibo He, Dewen Hu*135 citations*
10. **[Policy Recognition in the Abstract Hidden Markov Model ↗](https://doi.org/10.1613/jair.839)**Hung Bui, Svetha Venkatesh, GEOFF A. W. WEST*123 citations*

## All works of the year (27)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[SMOTE: Synthetic Minority Over-sampling Technique](https://md.research.elamur.ai/free/en/papers/chawla-2002-smote-synthetic-minority-over-sampling/)**Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al.*32,436 citations · our summary*
2. **[A Knowledge Compilation Map ↗](https://doi.org/10.1613/jair.989)**Adnan Y. Darwiche, Pierre Marquis*405 citations*
3. **[The Communicative Multiagent Team Decision Problem: Analyzing Teamwork Theories and Models ↗](https://doi.org/10.1613/jair.1024)**David V. Pynadath, M. Tambe*376 citations*
4. **[Optimizing Dialogue Management with Reinforcement Learning: Experiments with the NJFun System ↗](https://doi.org/10.1613/jair.859)**Satinder Pal Singh, Diane J. Litman, Michael J. Kearns et al.*352 citations*
5. **[Inferring Strategies for Sentence Ordering in Multidocument News Summarization ↗](https://doi.org/10.1613/jair.991)**Regina Barzilay, Noémie Elhadad*330 citations*
6. **[Expert-Guided Subgroup Discovery: Methodology and Application ↗](https://doi.org/10.1613/jair.1089)**Dragan Gamberger, Nada Lavrač A*211 citations*
7. **[Towards Adjustable Autonomy for the Real World ↗](https://doi.org/10.1613/jair.1037)**Paul Scerri, David V. Pynadath, Milind Tambe*200 citations*
8. **[A New Technique for Combining Multiple Classifiers using The Dempster-Shafer Theory of Evidence ↗](https://doi.org/10.1613/jair.1026)**Ahmed K. Al-Ani, Mohamed A. Deriche*145 citations*
9. **[Efficient Reinforcement Learning Using Recursive Least-Squares Methods ↗](https://doi.org/10.1613/jair.946)**Xin Xu, Haibo He, Dewen Hu*135 citations*
10. **[Policy Recognition in the Abstract Hidden Markov Model ↗](https://doi.org/10.1613/jair.839)**Hung Bui, Svetha Venkatesh, GEOFF A. W. WEST*123 citations*
11. **[Extensions of Simple Conceptual Graphs: the Complexity of Rules and Constraints ↗](https://doi.org/10.1613/jair.918)**Jean-François Baget, Marie-Laure Mugnier*114 citations*
12. **[Improving the Efficiency of Inductive Logic Programming Through the Use of Query Packs ↗](https://doi.org/10.1613/jair.924)**Hendrik Blockeel, L. Dehaspe, Bart Demoen et al.*111 citations*
13. **[Collective Intelligence, Data Routing and Braess' Paradox ↗](https://doi.org/10.1613/jair.995)**David H. Wolpert, Kagan Tumer*85 citations*
14. **[Automatically Training a Problematic Dialogue Predictor for a Spoken Dialogue System ↗](https://doi.org/10.1613/jair.971)**Marilyn A. Walker, Irene Langkilde-Geary, Helen Wright Hastie et al.*77 citations*
15. **[Monitoring Teams by Overhearing: A Multi-Agent Plan-Recognition Approach ↗](https://doi.org/10.1613/jair.970)**G. A. Kaminka, D. V. Pynadath, M. Tambe*76 citations*
16. **[A Critical Assessment of Benchmark Comparison in Planning ↗](https://doi.org/10.1613/jair.935)**Adele E. Howe, Eric Dahlman*68 citations*
17. **[A Unified Model of Structural Organization in Language and Music ↗](https://doi.org/10.1613/jair.1076)**Rens Bod*61 citations*
18. **[When do Numbers Really Matter? ↗](https://doi.org/10.1613/jair.967)**H. Chan, Adnan Y. Darwiche*61 citations*
19. **[Specific-to-General Learning for Temporal Events with Application to Learning Event Definitions from Video ↗](https://doi.org/10.1613/jair.1050)**Alan Fern, Robert L. Givan, Jeffrey Mark Siskind*56 citations*
20. **[Accelerating Reinforcement Learning by Composing Solutions of Automatically Identified Subtasks ↗](https://doi.org/10.1613/jair.904)**C. Drummond*54 citations*
21. **[Structured Knowledge Representation for Image Retrieval ↗](https://doi.org/10.1613/jair.902)**Eugenio Di Sciascio, Francesco M. Donini, Marina Mongiello*35 citations*
22. **[Competitive Safety Analysis: Robust Decision-Making in Multi-Agent Systems ↗](https://doi.org/10.1613/jair.1065)**Moshe Tennenholtz*34 citations*
23. **[A Logic for Reasoning about Upper Probabilities ↗](https://doi.org/10.1613/jair.985)**Joseph Yehuda Halpern, Riccardo Pucella*29 citations*
24. **[Learning Geometrically-Constrained Hidden Markov Models for Robot Navigation: Bridging the Topological-Geometrical Gap ↗](https://doi.org/10.1613/jair.874)**Hagit Shatkay, Leslie Pack Kaelbling*27 citations*
25. **[Fusions of Description Logics and Abstract Description Systems ↗](https://doi.org/10.1613/jair.919)**F. Baader, C. Lutz, H. Sturm et al.*26 citations*

[See all 27 papers in Journal of Artificial Intelligence Research 2002 — papers →](https://md.research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/2002/papers/)

## Works with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. **[SMOTE: Synthetic Minority Over-sampling Technique](https://md.research.elamur.ai/free/en/papers/chawla-2002-smote-synthetic-minority-over-sampling/) [Journal of Artificial Intelligence Research](https://md.research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/)**Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall, et al.*2002 · 32,663 citations*

## Fields

[Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Nitesh V. Chawla**1 work here · 32,663 citations](https://md.research.elamur.ai/free/en/authors/nitesh-v-chawla/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**University of Notre Dame** Notre Dame · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-notre-dame/) · [🎓**University of South Florida** Tampa · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-south-florida/)

works and citations from OpenAlex and our library.

- [next → Journal of Artificial Intelligence Research 2009](https://md.research.elamur.ai/free/en/venues/journal-of-artificial-intelligence-research/2009/)
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