| 1998 | Using Genetic Programming for Document Classification. | Brge Svingen |
| 1998 | An Architecture for Smart Internet Agents. | Niranjan Suri, Kenneth M. Ford, Alberto J. Caas |
| 1998 | Is Intelligent Belief Really Beyond Logic?. | Paul Snow |
| 1998 | Analytical Design of Reinforcement Learning Tasks. | Robert E. Smith |
| 1998 | Static Classification Schemes for an Object System. | Ana Simonet, Michel Simonet, Cyr Gabin Bassolet, Xavier C. Delannoy, Riad Hamadi |
| 1998 | Teaching the Foundations in AI: Mobile Robots and Symbolic Victories. | David A. Shamma, Carl W. Turner |
| 1998 | Prototype Selection from Homogeneous Subsets by a Monte Carlo Sampling. | Marc Sebban |
| 1998 | Fine Grained Neural Network Classification of Positron Emission Tomography Scans of Alzheimer's and Normal Subjects. | Samir Sayegh, Satoshi Minoshima, David Kuhl |
| 1998 | Lazy Transformation-Based Learning. | Ken Samuel |
| 1998 | Function Modeling for an Integrated Framework: A Progress Report. | Filippo A. Salustri |
| 1998 | Detecting Motion in Single Images Using ALISA. | Taras P. Riopka, Peter Bock |
| 1998 | Decision Making in Qualitative Influence Diagrams. | Silja Renooij, Linda C. van der Gaag |
| 1998 | The Giant: An Agent-Based Approach to Knowledge Construction and Sharing. | Thomas Reichherzer, Alberto J. Caas, Kenneth M. Ford, Patrick J. Hayes |
| 1998 | A Technique for Generalizing Temporal Durations in Relational Databases. | Dee Jay Randall, Howard J. Hamilton, Robert J. Hilderman |
| 1998 | A Sequence Building Approach to Pattern Discovery in Medical Data. | Jorge C. G. Ramirez, Lynn L. Peterson, Dolores M. Peterson |
| 1998 | Learning to Race: Experiments with a Simulated Race Car. | Larry D. Pyeatt, Adele E. Howe |
| 1998 | Interactively Training Pixel Classifiers. | Justus H. Piater, Edward M. Riseman, Paul E. Utgoff |
| 1998 | DFA Learning of Opponent Strategies. | Gilbert L. Peterson, Diane J. Cook |
| 1998 | Some Experimental Results of Applying Heuristic Search to Route Finding. | John Pearson, Hans W. Guesgen |
| 1998 | Towards Partial Reasoning. | Krzysztof Zbigniew Nowak |
| 1998 | A WordNet-Based Interface to Internet Search Engines. | Dan I. Moldovan, Rada Mihalcea |
| 1998 | Action-Centered Communication with an Embedded Agent. | Jan-Torsten Milde, Kornelia Peters, Simone Strippgen |
| 1998 | Investigating the Validity of a Test Case Selection Methodology for Expert System Validation. | Jan-Eike Michels, Thomas Abel, Rainer Knauf, Avelino J. Gonzalez |
| 1998 | A Hierarchical Shape Representation for Vision-Guided Robotics. | Begoa Martnez-Salvador, Angel P. del Pobil |
| 1998 | Optimizing Production Manufacturing Using Reinforcement Learning. | Sridhar Mahadevan, Georgios Theocharous |