| 2003 | Enumerating the Preconditions of Agent Message Types. | Francis Jeffry Pelletier, Renee Elio |
| 2003 | Stochastic Local Search for Multiprocessor Scheduling for Minimum Total Tardiness. | Michael Pavlin, Holger H. Hoos, Thomas Sttzle |
| 2003 | Learning Coordination in RoboCupRescue. | Sbastien Paquet |
| 2003 | A Graph Based Backtracking Algorithm for Solving General CSPs. | Wanlin Pang, Scott D. Goodwin |
| 2003 | Artificial Intelligence and Human Brain Imaging. | Tom M. Mitchell |
| 2003 | Enhancing Caching in Distributed Databases Using Intelligent Polytree Representations. | Ouerd Messaouda, B. John Oommen, Stan Matwin |
| 2003 | The Importance of Fine-Grained Cue Phrases in Scientific Citations. | Robert E. Mercer, Chrysanne DiMarco |
| 2003 | Situation Event Logic for Early Validation of Multi-Agent Systems. | Sehl Mellouli, Guy W. Mineau, Bernard Moulin |
| 2003 | Pattern-Based AI Scripting Using ScriptEase. | Matthew McNaughton, James Redford, Jonathan Schaeffer, Duane Szafron |
| 2003 | Model-Based Least-Squares Policy Evaluation. | Fletcher Lu, Dale Schuurmans |
| 2003 | Searching Solutions in the Crypto-arithmetic Problems: An Adaptive Parallel Genetic Algorithm Approach. | Man Hon Lo, Kwok Yip Szeto |
| 2003 | Fuzzy C-Means Clustering of Web Users for Educational Sites. | Pawan Lingras, Rui Yan, Chad West |
| 2003 | AUC: A Better Measure than Accuracy in Comparing Learning Algorithms. | Charles X. Ling, Jin Huang, Harry Zhang |
| 2003 | Experiences Building a Distributed Sensor Network. | Victor R. Lesser |
| 2003 | Learning by Discovering Conflicts. | George V. Lashkia, Laurence Anthony |
| 2003 | DIAGAL: A Tool for Analyzing and Modelling Commitment-Based Dialogues between Agents. | Marc-Andr Labrie, Brahim Chaib-draa, Nicolas Maudet |
| 2003 | Answer Formulation for Question-Answering. | Leila Kosseim, Luc Plamondon, Louis-Julien Guillemette |
| 2003 | A Formal Theory for Describing Action Concepts in Terminological Knowledge Bases. | Christel Kemke |
| 2003 | Discovering Temporal/Causal Rules: A Comparison of Methods. | Kamran Karimi, Howard J. Hamilton |
| 2003 | Back to the Future: Changing the Direction of Time to Discover Causality. | Kamran Karimi |
| 2003 | Negotiating Exchanges of Private Information for Web Service Eligibility. | Keping Jia, Bruce Spencer |
| 2003 | Methods for Mining Frequent Sequential Patterns. | Linhui Jiang, Howard J. Hamilton |
| 2003 | A Quick Look at Methods for Mining Long Subsequences. | Linhui Jiang |
| 2003 | Not as Easy as It Seems: Automating the Construction of Lexical Chains Using Roget's Thesaurus. | Mario Jarmasz, Stan Szpakowicz |
| 2003 | Probabilistic Reasoning for Meal Planning in Intelligent Fridges. | Michael Janzen, Yang Xiang |