| 2003 | A Distributed Reinforcement Learning Approach to Pattern Inference in Go. Myriam Abramson, Harry Wechsler |
| 2003 | A Fast Learning Decision-Based SVM for Multi-Class Problems. Rameswar Debnath, N. Takahide, Haruhisa Takahashi |
| 2003 | Adaptive Divide-and-Conquer Using Populations and Ensembles. Xin Yao |
| 2003 | An Agent-Based Distance Teaching System. B. Sofiane, S. Zaidi |
| 2003 | An Internet-based Fuzzy Medical Advisory System using Multi-Agent Methodology. Saadat M. Alhashmi, Henry O. Nyongesa, K. Hafeez |
| 2003 | Classification of Critical Driving Events. Kari Torkkola, Noel Massey, Bob Leivian, Chip Wood, John Summers, Snehal Kundalkar |
| 2003 | Co-evolution of Successful Trading Strategies in A Simulated Stock Market. Graham Kendall, Yan Su |
| 2003 | Computing with Words and Perceptions - A Paradigm Shift in Computing and Decision Analysis and Machine Intelligence. Lotfi A. Zadeh |
| 2003 | Discretization Algorithms for Inductive Learning. M. Arif Wani |
| 2003 | Dynamic Joint Action Perception for Q-Learning Agents. Nancy Fulda, Dan Ventura |
| 2003 | Efficient Dictionary Compression for On-line Character Recognition. Jungpil Shin |
| 2003 | Efficient Implementation of Strong Negative Association Rules. Mehmed M. Kantardzic, Antonio Badia |
| 2003 | Efficient Value Iteration Using Partitioned Models. David Wingate, Kevin D. Seppi |
| 2003 | Fast Class-Attribute Interdependence Maximization (CAIM) Discretization Algorithm. Lukasz A. Kurgan, Krzysztof J. Cios |
| 2003 | Fast Decision Tree Learning Algorithms for Microarray Data Collections. Xiaoyong Li, Christoph F. Eick |
| 2003 | Immune System Model for Detecting Web Server Attacks. Melissa Danforth, Karl N. Levitt |
| 2003 | Learning Characteristic Rules for Fuzzy Classes And Its Application to Analysis of Weather Impact on National Airspace System Performance. J. Zhang, M. Virginia |
| 2003 | Learning in Mixed Modality Situations-Learning Textual Descriptions of Images and Learning imageries encoded text. Khurshid Ahmad |
| 2003 | Medical Dynamic Data Series Prediction Using Neural Network Methods. Wieslaw Wajs |
| 2003 | Mining Interesting Temporal Rules with Genetic Programming and Specialized Hardware. Pål Sætrom, Magnus Lie Hetland |
| 2003 | On the Evaluation of Text Processing in Text Categorization. Catarina Silva, Bernardete Ribeiro |
| 2003 | Proceedings of the 2003 International Conference on Machine Learning and Applications - ICMLA 2003, June 23-24, 2003, Los Angeles, California, USA. M. Arif Wani, Krzysztof J. Cios, Khalid Hafeez |
| 2003 | Reinforcement Learning Task Clustering. James L. Carroll, Todd S. Peterson, Kevin D. Seppi |
| 2003 | Robust Support Vector Machines for Anomaly Detection in Computer Security. Wenjie Hu, Yihua Liao, V. Rao Vemuri |
| 2003 | Routine Human-Competitive Machine Intelligence by means of Genetic Programming. John R. Koza |
| 2003 | Server Intrusion Detection Using SAFARI Algorithm. Marc Thomas, M. Arif Wani |
| 2003 | Testing Intelligent Tutoring System. Mircea Gh. Negoita, David Pritchard |
| 2003 | The Consolidation of Neural Network Task Knowledge. Daniel L. Silver, Peter McCracken |
| 2003 | Using a Family of Perceptron-Based Neural Networks for Detecting Central Vestibular System Problems. Luiz Garcia Palma Neto, Lucas Baggio Figueira, Maria do Carmo Nicoletti |