| 2003 | A Fundamental Issue of Naive Bayes. | Harry Zhang, Charles X. Ling |
| 2003 | Case Authoring from Text and Historical Experiences. | Marvin Zaluski, Nathalie Japkowicz, Stan Matwin |
| 2003 | Motion Recognition from Video Sequences. | Xiang Yu, Simon X. Yang |
| 2003 | Explanation-Oriented Association Mining Using a Combination of Unsupervised and Supervised Learning Algorithms. | Yiyu Yao, Yan Zhao, R. Brien Maguire |
| 2003 | Classification Automaton and Its Construction Using Learning. | Xiangrui Wang, Narendra S. Chaudhari |
| 2003 | A Genetic K-means Clustering Algorithm Applied to Gene Expression Data. | Fang-Xiang Wu, Wen-Jun Zhang, Anthony J. Kusalik |
| 2003 | Probabilistic Reasoning in Bayesian Networks: A Relational Database Approach. | S. K. Michael Wong, Dan Wu, Cory J. Butz |
| 2003 | The Virtual Driving Instructor Creating Awareness in a Multiagent System. | Ivo Weevers, Jorrit Kuipers, Arnd O. Brugman, Job Zwiers, Elisabeth M. A. G. van Dijk, Anton Nijholt |
| 2003 | Adaptive Negotiation for Agent Based Distributed Manufacturing Scheduling. | Chun Wang, Weiming Shen, Hamada H. Ghenniwa |
| 2003 | Multi-agent System Architecture for Tracking Moving Objects. | Yingge Wang, Elhadi M. Shakshuki |
| 2003 | Efficient Mining of Indirect Associations Using HI-Mine. | Qian Wan, Aijun An |
| 2003 | Learning General Graphplan Memos through Static Domain Analysis. | Muhammad Afzal Upal |
| 2003 | Hybrid Randomised Neighbourhoods Improve Stochastic Local Search for DNA Code Design. | Dan C. Tulpan, Holger H. Hoos |
| 2003 | Pre-negotiations over Services - A Framework for Evaluation. | Petco E. Tsvetinov |
| 2003 | A Strategy for Improved Satisfaction of Selling Software Agents in E-Commerce. | Thomas T. Tran, Robin Cohen |
| 2003 | Scaling and Probabilistic Smoothing: Dynamic Local Search for Unweighted MAX-SAT. | Dave A. D. Tompkins, Holger H. Hoos |
| 2003 | A Neural Network Based Approach to the Artificial Aging of Facial Images. | Jeff Taylor |
| 2003 | Accent Classification Using Support Vector Machine and Hidden Markov Model. | Hong Tang, Ali A. Ghorbani |
| 2003 | Feature Selection Strategies for Text Categorization. | Pascal Soucy, Guy W. Mineau |
| 2003 | Iterated Robust Tabu Search for MAX-SAT. | Kevin Smyth, Holger H. Hoos, Thomas Sttzle |
| 2003 | Selective Transfer of Task Knowledge Using Stochastic Noise. | Daniel L. Silver, Peter McCracken |
| 2003 | An Improved Ant Colony Optimisation Algorithm for the 2D HP Protein Folding Problem. | Alena Shmygelska, Holger H. Hoos |
| 2003 | Post-supervised Template Induction for Dynamic Web Sources. | Zhongmin Shi, Evangelos E. Milios, Nur Zincir-Heywood |
| 2003 | Re-using Web Information for Building Flexible Domain Knowledge. | Mohammed Abdel Razek, Claude Frasson, Marc Kaltenbach |
| 2003 | Understanding "Not-Understood": Towards an Ontology of Error Conditions for Agent Communication. | Anita Petrinjak, Rene Elio |