| 1997 | A Coevolutionary Approach to Concept Learning. Attilio Giordana, Lorenza Saitta, Giuseppe Lo Bello |
| 1997 | A Comparison of Attribute Selection Strategies for Attribute-Oriented Generalization. Brock Barber, Howard J. Hamilton |
| 1997 | A Description Logic Model for Querying Knowledge Bases for Structured Documents. Patrick Lambrix, Lin Padgham |
| 1997 | A Machine Learning Experiment to Determine Part of Speech from Word-Endings. Jerzy W. Grzymala-Busse, L. John Old |
| 1997 | A Modal Logical Framework for Security Policies. Frédéric Cuppens, Robert Demolombe |
| 1997 | A Way of Increasing Both Autonomy and Versality of a KDD System. Ning Zhong, Chunnian Liu, Setsuo Ohsuga |
| 1997 | A WordNet Based Rule Generalization Engine for Meaning Extraction System. Joyce Yue Chai, Alan W. Biermann |
| 1997 | Abstraction of Representation for Interoperation. David A. Maluf, Gio Wiederhold |
| 1997 | An Implementation Platform for Query-Answering in Default Logics: Theoretical Underpinnings. Torsten Schaub, Pascal Nicolas |
| 1997 | An Improved Inductive Learning Algorithm with a Preanalysis of Data. Janusz Kacprzyk, Grazyna Szkatula |
| 1997 | An Intelligent System Dealing with Negative Information. Daniel Pacholczyk |
| 1997 | An Interactive Constraint-Based System for Selective Attention in Visual Search. Rita Cucchiara, Evelina Lamma, Paola Mello, Michela Milano |
| 1997 | Automating Spoken Dialogue Systems. Mona Singh, James Barnett, Munindar P. Singh |
| 1997 | Autonomous Database Mining and Disorder Measures. Lawrence J. Mazlack |
| 1997 | Boolean Reasoning for Feature Extraction Problems. Hung Son Nguyen, Andrzej Skowron |
| 1997 | Completeness for Linear Regular Negation Normal Form Inference Systems. Reiner Hähnle, Neil V. Murray, Erik Rosenthal |
| 1997 | Conceptual Modelling of the "Meaning" of Textual Narrative Documents. Gian Piero Zarri |
| 1997 | Constraints, Causal Rules and Minimal Change in Model-based Update. Yan Zhang |
| 1997 | Data Mining and Knowledge Discovery: The Third Generation (Extended Abstract). Gregory Piatetsky-Shapiro |
| 1997 | Decision Value Oriented Decomposition of Data Tables. Dominik Slezak |
| 1997 | Determining Attribute Relevance in Decision Trees. Mirsad Hadzikadic, Benjamin F. Bohren |
| 1997 | Discovering Empirical Equations from Robot-Collected Data. Kuang-Ming Huang, Jan M. Zytkow |
| 1997 | Document Explorer: Discovering Knowledge in Document Collections. Ronen Feldman, Willi Klösgen, Amir Zilberstein |
| 1997 | Efficient Induction of Numerical Constraints. Lionel Martin, Christel Vrain |
| 1997 | Embedding Prioritized Circumscription in Logic Programs. Jianhua Chen |
| 1997 | Extending Temporal Logic for Capturing Evolving Behaviour. Stefan Conrad, Gunter Saake |
| 1997 | Flexible Database Querying Based on Associations of Domain Values. Troels Andreasen |
| 1997 | Foundations of Intelligent Systems, 10th International Symposium, ISMIS '97, Charlotte, North Carolina, USA, October 15-18, 1997, Proceedings Zbigniew W. Ras, Andrzej Skowron |
| 1997 | From Conceptual Model to Internal Model. John K. Debenham |
| 1997 | From Data to Knowledge: Method-Specific Transformations. Michael J. Donahoo, J. William Murdock, Ashok K. Goel, Shamkant B. Navathe, Edward Omiecinski |
| 1997 | Generalized Rules in Incomplete Information Systems. Marzena Kryszkiewicz |
| 1997 | Generic and Fully Automatic Content-Based Image Retrieval Architecture. Suresh K. Choubey, Vijay V. Raghavan |
| 1997 | Goal-Oriented Multimedia Dialogue with Variable Initiative. Alan W. Biermann, Curry I. Guinn, Michael S. Fulkerson, Greg A. Keim, Zheng Liang, Douglas M. Melamed, Krishnan Rajagopalan |
| 1997 | Handwritten Digit Recognition by Local Principal Components Analysis. Wladyslaw Skarbek, Krystian Ignasiak |
| 1997 | Induction of Positive and Negative Deterministic Rules based on Rough Set Model. Shusaku Tsumoto |
| 1997 | Intelligent Computation of Presentation Documents. Joseph D. Oldham, V. Wiktor Marek, Miroslaw Truszczynski |
| 1997 | Interval Approaches for Uncertain Reasoning. Yiyu Yao, S. K. Michael Wong |
| 1997 | KOMET - A System for the Integration of Heterogeneous Information Sources. Jacques Calmet, Sebastian Jekutsch, Peter Kullmann, Joachim Schü |
| 1997 | Knowledge Discovery from Databases with the Guidance of a Causal Network. Qiuming Zhu, Zhengxin Chen |
| 1997 | Knowledge Revision for Document Understanding. Floriana Esposito, Donato Malerba, Giovanni Semeraro, Stefano Ferilli |
| 1997 | Knowledge-Based Image Retrieval with Spatial and Temporal Constructs. Wesley W. Chu, Alfonso F. Cardenas, Ricky K. Taira |
| 1997 | Learning English Syllabification for Words. Jian Zhang, Howard J. Hamilton |
| 1997 | Learning Flexible Concepts from Uncertain Data. Mohamed Quafafou |
| 1997 | On Multi-class Problems and Discretization in Inductive Logic Programming. Wim Van Laer, Luc De Raedt, Saso Dzeroski |
| 1997 | On Representation-Based Querying of Databases Containing Ill-known Values. Patrick Bosc, Olivier Pivert |
| 1997 | Planning Based on View Updating in Deductive Databases. Dolors Costal, Antoni Olivé |
| 1997 | Program Synthesis from Examples by Theory Formation. Jutta Eusterbrock |
| 1997 | Qualitative Versus Quantitative Interpretation of the Mathematical Theory of Evidence. Mieczyslaw A. Klopotek, Slawomir T. Wierzchon |
| 1997 | Refining First Order Theories with Neural Networks. Marco Botta, Attilio Giordana, Roberto Piola |
| 1997 | Renaming a Set of Non-Horn Clauses. Xumin Nie, Qing Guo |
| 1997 | Representation of Music in a Learning Classifier System. Francine Federman, Susan Fife Dorchak |
| 1997 | Representing and Reasoning on SGML Documents. Diego Calvanese, Giuseppe De Giacomo, Maurizio Lenzerini |
| 1997 | Speeding GA-Based Attribute Selection for Image Interpretation. Qi Zhang |
| 1997 | Towards AI Formalisms for Legal Evidence. Ephraim Nissan, Daniel Rousseau |
| 1997 | Towards Conceptual Query Answering. Suk-Chung Yoon |
| 1997 | TraumaCASE: Exploiting the Knowledge Base of an Existing Decision Support System to Automatically Construct Medical Cases. Sandra Carberry, John R. Clarke |
| 1997 | Type Extensibility of a Knowledge Representation System with Powersets. Cécile Capponi |
| 1997 | Using Recurrent Selection to Improve GA Performance. Ben S. Hadad, Christoph F. Eick |
| 1997 | Verification and Validation of AI Systems that Control Deep-Space Spacecraft. Michael R. Lowry, Klaus Havelund, John Penix |
| 1997 | Well-Behaved Evaluation Functions for Numerical Attributes. Tapio Elomaa, Juho Rousu |
| 1997 | World Model Construction in Children during Physics Learning. Lorenza Saitta, Filippo Neri, Andrée Tiberghien |