| 2004 | Typicality, Contextual Inferences and Object Determination Logic. | Michael Freund, Jean-Pierre Descls, Anca Pascu, Jrme Cardot |
| 2004 | Recurrent Neural Networks and Pitch Representations for Music Tasks. | Judy A. Franklin |
| 2004 | Inducing Fuzzy Decision Trees in Non-Deterministic Domains using CHAID. | Jay Fowdar, Zuhair Bandar, Keeley A. Crockett |
| 2004 | Automatic Creation of Contextual Knowledge in Simulated Agents. | Hans Fernlund, Avelino J. Gonzalez |
| 2004 | Using Previous Experience for Learning Planning Control Knowledge. | Susana Fernndez, Ricardo Aler, Daniel Borrajo |
| 2004 | ABSURDIST II: A Graph Matching Algorithm and its Application to Conceptual System Translation. | Ying Feng, Robert L. Goldstone, Vladimir Menkov |
| 2004 | The Use of a Modified Backpropagation Neural Network for Random Access to Data Files on Secondary Storage. | James N. Etheredge |
| 2004 | Being as Informative as the User Wants: The Generation of Information Enriched Utterances. | Stina Ericsson |
| 2004 | Interactive Refinement of a Knowledge Base. | R. Djelouah, Batrice Duval, Stphane Loiseau |
| 2004 | Natural Language Generation and Discourse Context: Computing Distractor Sets from the Focus Stack. | David DeVault, Charles Rich, Candace L. Sidner |
| 2004 | Rule Extraction From Dynamic Cell Structure Neural Network Used in a Safety Critical Application. | Marjorie Darrah, Brian J. Taylor, Spiro T. Skias |
| 2004 | A Functional and Behavioral Knowledge-based Implementation for Intelligent Sensors/Actuators. | Richard Dapoigny, Patrick Barlatier, Laurent Foulloy, Eric Benoit |
| 2004 | Decision Tree Extraction from Trained Neural Networks. | Darren Dancey, David McLean, Zuhair Bandar |
| 2004 | A Theory for Convex Interval Relations including Unbounded Intervals. | Diana Cukierman, James P. Delgrande |
| 2004 | Strategies For Fuzzy Inference within Classifier Systems. | Keeley A. Crockett, Zuhair Bandar, David McLean |
| 2004 | Mixed-Initiative Case Replay. | Michael T. Cox |
| 2004 | Categorization Versus Logic in Category Conjunction: Towards a Model of Overextension. | Fintan J. Costello |
| 2004 | Structure Discovery from Sequential Data. | Jeffrey Coble, Diane J. Cook, Lawrence B. Holder, Runu Rathi |
| 2004 | Pathological Dependency Cycles in State-space Lpanning: When Control Rules Fail. | Kevin Cleereman, Michael T. Cox |
| 2004 | The Mobile Agents Integrated Field Test: Mars Desert Research Station, April 2003. | William J. Clancey, Maarten Sierhuis, Richard Alena, Sekou Crawford, John Dowding, Jeffrey Graham, Charis Kaskiris, Kim S. Tyree, Ron van Hoof |
| 2004 | A Partitioned Fuzzy ARTMAP Implementation for Fast Processing of Large Databases on Sequential Machines. | Jos Castro, Michael Georgiopoulos, Ronald F. DeMara, Avelino J. Gonzalez |
| 2004 | Simulating Biological Motion Perception Using a Recurrent Neural Network. | Roxanne L. Canosa |
| 2004 | Modeling Selective Perception of Complex, Natural Scenes. | Roxanne L. Canosa |
| 2004 | Combining Entropy Based Heuristics and Min-Max Search with Temporal Differences to Play Hidden State Games. | Gregory Calbert, Hing-Wah Kwok |
| 2004 | Context-Based Representation of the Task/Method Paradigm. | Patrick Brzillon, E. Marquois |