| 2004 | Hidden Layer Training via Hessian Matrix Information. | Changhua Yu, Michael T. Manry, Jiang Li |
| 2004 | Invariance of MLP Training to Input Feature De-correlation. | Changhua Yu, Michael T. Manry, Jiang Li |
| 2004 | Real-Time Sensor Fusion Framework for Distributed Intelligent Sensors. | Xiaojing Yuan, Xiangshang Li, Xiaohui Yuan |
| 2004 | Agent-based Players for a First-person Entertainment-based Real-time Artificial Environment. | G. Michael Youngblood, Lawrence B. Holder |
| 2004 | Package Planning with Graphical Models. | Yang Xiang, Michael Janzen |
| 2004 | Local Propagation in Bayesian networks Versus Semi-Join Program in Databases. | Dan Wu, S. K. Michael Wong |
| 2004 | Computing Marginals with Hierarchical Acyclic Hypergraphs. | S. K. Michael Wong, Tao Lin |
| 2004 | An Active Architecture for Managing Events in Pervasive Computing Environments. | Edwin Wong, Lisa J. Burnell, Charles Hannon |
| 2004 | Case-Based Reasoning in Support of Intelligence Analysis. | Elizabeth T. Whitaker, Robert L. Simpson Jr. |
| 2004 | Identifying Critical Factors in Case-Based Prediction. | Rosina Weber, William M. Evanco, Michael Waller, June M. Verner |
| 2004 | Case-Agents: A Novel Architecture for Case-Based Agents. | Ian Watson |
| 2004 | Clustering Spatial Data in the Presence of Obstacles. | Xin Wang, Howard J. Hamilton |
| 2004 | Using Privacy Loss to Guide Decisions During Distributed CSP Search. | Richard J. Wallace, Marius-Calin Silaghi |
| 2004 | Towards a Linguistically Motivated Ontology of Motion: Situation Based Synsets of Motion Verbs. | Zygmunt Vetulani |
| 2004 | Building Hint Specifications in an NL Tutorial System for Mathematics. | Dimitra Tsovaltzi, Helmut Horacek, Armin Fiedler |
| 2004 | Knowledge-Based Constraint Satisfaction for Spatial Reasoning. | Dan Tappan |
| 2004 | A Faster Algorithm for Generalized Multiple-Instance Learning. | Qingping Tao, Stephen D. Scott |
| 2004 | On the Pedagogically Guided Paper Recommendation for an Evolving Web-Based Learning System. | Tiffany Ya Tang, Gordon I. McCalla |
| 2004 | Reasoning on Spatial Constraints over Regions. | Kazuko Takahashi |
| 2004 | Characterizing Quality of Knowledge on Semantic Web. | Kaustubh Supekar, Chintan Patel, Yugyung Lee |
| 2004 | Context-Based Reasoning: A Revised Specification. | Brian S. Stensrud, Gilbert C. Barrett, Avelino J. Gonzalez |
| 2004 | Cautious Cooperative Learning with Distributed Case-Based Reasoning. | Leen-Kiat Soh |
| 2004 | Experience-Based Resource Description and Selection in Multiagent Information Retrieval. | Leen-Kiat Soh |
| 2004 | PIModel: A Pragmatic ITS Model Based on Instructional Automata Theory. | Jinxin Si, Xiaoli Yue, Cungen Cao, Yuefei Sui |
| 2004 | Context Free Grammar for the Generation of One Time Authentication Identity. | Abhishek Singh, Andr L. M. dos Santos |