| 1997 | Autonomous Database Mining and Disorder Measures. | Lawrence J. Mazlack |
| 1997 | Efficient Induction of Numerical Constraints. | Lionel Martin, Christel Vrain |
| 1997 | Abstraction of Representation for Interoperation. | David A. Maluf, Gio Wiederhold |
| 1997 | Verification and Validation of AI Systems that Control Deep-Space Spacecraft. | Michael R. Lowry, Klaus Havelund, John Penix |
| 1997 | A Description Logic Model for Querying Knowledge Bases for Structured Documents. | Patrick Lambrix, Lin Padgham |
| 1997 | On Multi-class Problems and Discretization in Inductive Logic Programming. | Wim Van Laer, Luc De Raedt, Saso Dzeroski |
| 1997 | Generalized Rules in Incomplete Information Systems. | Marzena Kryszkiewicz |
| 1997 | Qualitative Versus Quantitative Interpretation of the Mathematical Theory of Evidence. | Mieczyslaw A. Klopotek, Slawomir T. Wierzchon |
| 1997 | An Improved Inductive Learning Algorithm with a Preanalysis of Data. | Janusz Kacprzyk, Grazyna Szkatula |
| 1997 | Discovering Empirical Equations from Robot-Collected Data. | Kuang-Ming Huang, Jan M. Zytkow |
| 1997 | Completeness for Linear Regular Negation Normal Form Inference Systems. | Reiner Hhnle, Neil V. Murray, Erik Rosenthal |
| 1997 | Determining Attribute Relevance in Decision Trees. | Mirsad Hadzikadic, Benjamin F. Bohren |
| 1997 | Using Recurrent Selection to Improve GA Performance. | Ben S. Hadad, Christoph F. Eick |
| 1997 | A Machine Learning Experiment to Determine Part of Speech from Word-Endings. | Jerzy W. Grzymala-Busse, L. John Old |
| 1997 | A Coevolutionary Approach to Concept Learning. | Attilio Giordana, Lorenza Saitta, Giuseppe Lo Bello |
| 1997 | Document Explorer: Discovering Knowledge in Document Collections. | Ronen Feldman, Willi Klsgen, Amir Zilberstein |
| 1997 | Representation of Music in a Learning Classifier System. | Francine Federman, Susan Fife Dorchak |
| 1997 | Program Synthesis from Examples by Theory Formation. | Jutta Eusterbrock |
| 1997 | Knowledge Revision for Document Understanding. | Floriana Esposito, Donato Malerba, Giovanni Semeraro, Stefano Ferilli |
| 1997 | Well-Behaved Evaluation Functions for Numerical Attributes. | Tapio Elomaa, Juho Rousu |
| 1997 | From Data to Knowledge: Method-Specific Transformations. | Michael J. Donahoo, J. William Murdock, Ashok K. Goel, Shamkant B. Navathe, Edward Omiecinski |
| 1997 | From Conceptual Model to Internal Model. | John K. Debenham |
| 1997 | A Modal Logical Framework for Security Policies. | Frdric Cuppens, Robert Demolombe |
| 1997 | An Interactive Constraint-Based System for Selective Attention in Visual Search. | Rita Cucchiara, Evelina Lamma, Paola Mello, Michela Milano |
| 1997 | Planning Based on View Updating in Deductive Databases. | Dolors Costal, Antoni Oliv |