| 2003 | A Fast Learning Decision-Based SVM for Multi-Class Problems. | Rameswar Debnath, N. Takahide, Haruhisa Takahashi |
| 2003 | Immune System Model for Detecting Web Server Attacks. | Melissa Danforth, Karl N. Levitt |
| 2003 | Reinforcement Learning Task Clustering. | James L. Carroll, Todd S. Peterson, Kevin D. Seppi |
| 2003 | An Internet-based Fuzzy Medical Advisory System using Multi-Agent Methodology. | Saadat M. Alhashmi, Henry O. Nyongesa, K. Hafeez |
| 2003 | Learning in Mixed Modality Situations-Learning Textual Descriptions of Images and Learning imageries encoded text. | Khurshid Ahmad |
| 2003 | A Distributed Reinforcement Learning Approach to Pattern Inference in Go. | Myriam Abramson, Harry Wechsler |
| 2002 | Text Categorization Using Modified-CHI Feature Selection and Document/Term Frequencies. | Zhaohui Zheng, Sargur N. Srihari |
| 2002 | Mining Very Large Databases Using Software Agents. | Chengqi Zhang, Xiaowei Yan, Shichao Zhang, Paul Kennedy |
| 2002 | Association Rule Mining by Agents. | Xiaowei Yan, Chengqi Zhang, Shichao Zhang, John K. Debenham |
| 2002 | Control Chart Pattern Recognition Through Inductive Learning. | M. Arif Wani |
| 2002 | A Characterization of Difficult Problems in Classification. | Ricardo Vilalta, Youssef Drissi |
| 2002 | Learning Automata to Capture Temporal Patterns. | Lynne Vettel, Raj Bhatnagar |
| 2002 | Q-Learning in Simulated Robotic Soccer - Large State Spaces and Incomplete Information. | Karl Tuyls, Sam Maes, Bernard Manderick |
| 2002 | Text Mining from Biomedical Literature Using Term Extraction and Associations Rule Mining. | Tuan Nam Tran, Masayuki Numao |
| 2002 | The Effectiveness of Bigrams in Automated Text Categorization. | Chade-Meng Tan, Yuan-Fang Wang, Chan-Do Lee |
| 2002 | Using Genetic Algorithm Based Variable Selection to Improve Neural Network Models for Real-World Systems. | Donald Sofge |
| 2002 | Evolutionary Algorithm Based Data Mining for Fuzzy Rules. | James F. Smith III |
| 2002 | Neural Networks for Analysing Rehabilitation of Hearing Impairments in Children via Voice Descriptors. | Iryna Skrypnyk |
| 2002 | Life-long Learning through Task Rehersal and Selective Transfer. | Daniel L. Silver, Robert E. Mercer |
| 2002 | The Retrieval of Influencing Factors of Customer Satisfaction by Case-based Reasoning. | Bih-Yaw Shih, Wan-I Lee |
| 2002 | A Confident Agent: Toward More Effective Intelligent Distance Learning Environments. | Mohammed Abdel Razek, Claude Frasson, Marc Kaltenbach |
| 2002 | Adaptive Methods for Activity Monitoring of Streaming Data. | Vasundhara Puttagunta, Konstantinos Kalpakis |
| 2002 | Qualified Prediction for Large Data Sets in the Case of Pattern Recognition. | Harris Papadopoulos, Vladimir Vovk, Alex Gammerman |
| 2002 | Evolutionary User Modelling in an Adaptive Information Retrieval System. | Henry O. Nyongesa, Saeedeh Maleki-Dizaji, Jawed I. A. Siddiqi |
| 2002 | Finding Robust Texas Hold'em Poker Strategies Using Pareto Coevolution and Deterministic Crowding. | Jason Noble |