| 2002 | Hidden Markov Modeling for Multi-agent Systems. | Itsuki Noda |
| 2002 | Application of Episodic Q-Learning to a Multi-agent Cooperative Task. | Akira Ito |
| 2002 | Optimizing a Multiple Classifier System. | Hirotaka Inoue, Hiroyuki Narihisa |
| 2002 | Construction of Large-Scale Bayesian Networks by Local to Global Search. | Kyu Baek Hwang, Jae Won Lee, Seung-Woo Chung, Byoung-Tak Zhang |
| 2002 | Recognizing 100 Speakers Using Homologous Naive Bayes. | Hung-Ju Huang, Chun-Nan Hsu |
| 2002 | Learning, Collecting, and Using Ontological Knowledge for NLP. | Eduard H. Hovy |
| 2002 | Socially Intelligent Aerial Combat Simulator. | Henry Hexmoor, Xin Zhang |
| 2002 | Logic Programming for Agents. | Hisashi Hayashi, Kenta Cho, Akihiko Ohsuga |
| 2002 | Distributed Reinforcement of Arc-Consistency. | Ahlem Ben Hassine, Khaled Ghdira |
| 2002 | Case Generation Method for Constructing an RDR Knowledge Base. | Keisei Fujiwara, Tetsuya Yoshida, Hiroshi Motoda, Takashi Washio |
| 2002 | Hidden Variables in Knowledge Representation. | Norman Y. Foo |
| 2002 | Change-Point Estimation Using New Minimum Message Length Approximations. | Leigh J. Fitzgibbon, David L. Dowe, Lloyd Allison |
| 2002 | Generation of Optimal Biped Walking for Humanoid Robot by Co-evolving Morphology and Controller. | Ken Endo, Funinori Yamasaki, Takashi Maeno, Hiroaki Kitano |
| 2002 | A Generative Dependency Grammar. | Stefan Diaconescu |
| 2002 | A Saliency Map Model for Active Perception Using Color Information and Local Competitive Mechanism. | Kyungjoo Cheoi, Yillbyung Lee |
| 2002 | R-UNSEARCHMO: A Refinement on UNSEARCHMO. | Yuyan Chao, Norimitsu Kawana, Lifeng He, Tsuyoshi Nakamura, Hidenori Itoh |
| 2002 | Topic Extraction from Text Documents Using Multiple-Cause Networks. | Jeong Ho Chang, Jae Won Lee, Yuseop Kim, Byoung-Tak Zhang |
| 2002 | Dynamic Fuzziness. | Andrzej Buller |
| 2002 | A Wrapper-Based Approach to Robot Learning Concepts from Images. | Nicolas Bredche, Jean-Daniel Zucker, Yann Chevaleyre |
| 2002 | Implementing NRDR Using OO Database Management System (OODBMS). | Ghassan Beydoun, Lina Al-Jadir |
| 2002 | Using Bayesian Networks with Hidden Nodes to Recognise Neural Cell Morphology. | Jung-Wook Bang, Duncan Fyfe Gillies |
| 2002 | An Affective Decision Making Agent Architecture Using Emotion Appraisals. | Penny Baillie de Byl, Dickson Lukose |
| 2002 | Generalization of Iterative Learning Control for Multiple Desired Trajectories in Robotic Systems. | Muhammad Arif, Tadashi Ishihara, Hikaru Inooka |
| 2002 | Proposal of a Multimodal Dialogue Description Language. | Masahiro Araki, Kiyoshi Ueda, Masashi Akita, Takuya Nishimoto, Yasuhisa Niimi |
| 2002 | An Approach to Microscopic Clustering of Terms and Documents. | Akiko N. Aizawa |