| 2004 | Nave Bayes with Higher Order Attributes. | Bernard Rosell, Lisa Hellerstein |
| 2004 | An Automatic Evaluation Framework for Improving a Configurable Text Summarizer. | Los Rigouste, Stan Szpakowicz, Nathalie Japkowicz, Terry Copeck |
| 2004 | Modelling Singularity in Vision to Learn Rotation Invariance toward Recognition. | Qi Zou, Siwei Luo |
| 2004 | Resolvent Clause Weighting Local Search. | Wayne J. Pullan, Liang Zhao |
| 2004 | Scheduling Using Constraint-Directed Search. | Robert G. Price, Scott D. Goodwin |
| 2004 | Multi-attribute Decision Making in a Complex Multiagent Environment Using Reinforcement Learning with Selective Perception. | Sbastien Paquet, Nicolas Bernier, Brahim Chaib-draa |
| 2004 | Constraint Directed Dynamic Backtracking. | Eric J. Mulvaney, Scott D. Goodwin |
| 2004 | Solving Dynamic CSPs. | Malek Mouhoub |
| 2004 | The Frequency of Hedging Cues in Citation Contexts in Scientific Writing. | Robert E. Mercer, Chrysanne DiMarco, Frederick W. Kroon |
| 2004 | Histogram Arc Consistency as a Value Ordering Heuristic. | Wei Liu, William S. Havens |
| 2004 | Preliminary Study of Attention Control Modeling in Complex Skill Training Environments. | Heejin Lim, John Yen |
| 2004 | Software Agents in CVW. | Ming Zhen Lei, Elhadi M. Shakshuki, Ivan Tomek |
| 2004 | The Reconstruction of the Interleaved Sessions from a Server Log. | John Zhong Lei, Ali A. Ghorbani |
| 2004 | Intrinsic Representation: Bootstrapping Symbols from Experience. | Stephen David Larson |
| 2004 | Generation of Demand Feedback in Intelligent Tutors for Programming. | Amruth N. Kumar |
| 2004 | Combining Evidence in Cognate Identification. | Grzegorz Kondrak |
| 2004 | Binary Decision Tree Using Genetic Algorithm for Recognizing Defect Patterns of Cold Mill Strip. | Kyoung Min Kim, Joong Jo Park, Myung Hyun Song, In-Cheol Kim, Ching Y. Suen |
| 2004 | Performance Evaluation of Agent Toolkits. | Yang Jun, Elhadi M. Shakshuki |
| 2004 | Detecting Deception in Intelligent Systems I: Activation of Deception Detection Tactics. | Gregory Johnson Jr., Eugene Santos Jr. |
| 2004 | On Selection Strategies for the DPLL Algorithm. | Morten Irgens, William S. Havens |
| 2004 | Spatio-temporal Reasoning for Vague Regions. | Zina M. Ibrahim, Ahmed Y. Tawfik |
| 2004 | Exploring Case-Based Bayesian Networks and Bayesian Multi-nets for Classification. | Ahmed Hussein, Eugene Santos Jr. |
| 2004 | A Unified Action Language Framework. | Aaron Hunter |
| 2004 | Feature Selection by Bayesian Networks. | Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken |
| 2004 | Comparison of Parallel and Serial Genetic Algorithms for RNA Secondary Structure Prediction. | Andrew Hendriks, Kay C. Wiese, Edward Glen |