| 2004 | Advancements and Trends in Medical Case-Based Reasoning: An Overview of Systems and System Development. | Markus Nilsson, Mikael Sollenborn |
| 2004 | Splitting Ratios: Metric Details of Topological Line-Line Relations. | Konstantinos A. Nedas, Max J. Egenhofer |
| 2004 | A Tool for Satisfiability-Based Commonsense Reasoning in the Event Calculus. | Erik T. Mueller |
| 2004 | A Context-Based Approach of Security Policies. | Ghita Kouadri Mostfaoui, Patrick Brzillon |
| 2004 | Unifying Emotion and Cognition: The Flow Model Approach. | Lus Morgado, Graa Gaspar |
| 2004 | Intelligent Control of Closed-Loop Sedation in Simulated ICU Patients. | Brett L. Moore, Eric D. Sinzinger, Todd M. Quasny, Larry D. Pyeatt |
| 2004 | Generating Tutorial Feedback with Affect. | Johanna D. Moore, Kaska Porayska-Pomsta, Sebastian Varges, Claus Zinn |
| 2004 | Generating Tailored, Comparative Descriptions in Spoken Dialogue. | Johanna D. Moore, Mary Ellen Foster, Oliver Lemon, Michael White |
| 2004 | A New Approach for Heterogeneous Hybridization of Constraint Satisfaction Search Algorithms. | Debasis Mitra, Hyoung-rae Kim |
| 2004 | CSAA: A Distributed Ant Algorithm Framework for Constraint Satisfaction. | Koenraad Mertens, Tom Holvoet |
| 2004 | Blind Data Classification Using Hyper-Dimensional Convex Polytopes. | Brent T. McBride, Gilbert L. Peterson |
| 2004 | Augmenting AI Coursework Through Undergraduate Research. | Antonio M. Lopez Jr. |
| 2004 | Proactive Utilization of Proximity-Oriented Information Inside an Agent-based Framework. | Vincenzo Loia, Witold Pedrycz, Sabrina Senatore, Maria I. Sessa |
| 2004 | Gene Expression Data Classification with Revised Kernel Partial Least Squares Algorithm. | Zhenqiu Liu, Dechang Chen |
| 2004 | Prototype Based Classifier Design with Pruning. | Jiang Li, Michael T. Manry, Changhua Yu |
| 2004 | Iterative Improvement of Neural Classifiers. | Jiang Li, Michael T. Manry, Li-min Liu, Changhua Yu, John Wei |
| 2004 | Inferring The Context for Evaluating Physics Algebraic Equations When the Scaffolding is Removed. | Chun Wai Liew, Joel A. Shapiro, Donald E. Smith |
| 2004 | A Method for Measuring Sentence Similarity and iIts Application to Conversational Agents. | Yuhua Li, Zuhair Bandar, David McLean, James O'Shea |
| 2004 | A Local Search/Constraint Propagation Hybrid for a Network Routing Problem. | Jonathan M. Lever |
| 2004 | Intermediate Consistencies by Delaying Expensive Propagators. | Andrei Legtchenko, Arnaud Lallouet, AbdelAli Ed-Dbali |
| 2004 | Multi-Attribute Decision Tree Evaluation in Imprecise and Uncertain Domains. | Aron Larsson, Jim Johansson, Love Ekenberg, Mats Danielson |
| 2004 | A Dialogue-Based Tutoring System for Beginning Programming. | H. Chad Lane, Kurt VanLehn |
| 2004 | Conditioning and Evidence. | Henry E. Kyburg Jr. |
| 2004 | Highway Vehicle Classification by Probabilistic Neural Networks. | Valerian Kwigizile, Majura F. Selekwa, Renatus N. Mussa |
| 2004 | A Rule-Based Semiautomated Approach to Building Natural Language Question Answering (NLQA) Systems. | Kaushik Krishnasamy, Brian P. Butz, Michael Duarte |