| 11 | -- | 12 | Ted E. Senator. Introduction to the Special Issue on Innovative Applications of AI |
| 13 | -- | 24 | Kyoung Jun Lee, Hyun Woo Kim, Jae Kyu Lee, Tae-Hwan Kim. Case- and Constraint-Based Project Planning for Apartment Construction |
| 25 | -- | 38 | Ernesto M. Morgado, João P. Martins. CREWS_NS: Scheduling Train Crews in The Netherlands |
| 39 | -- | 46 | James R. Nolan. An Intelligent System for Case Review and Risk Assessment in Social Services |
| 47 | -- | 58 | Kirk D. Wilson. CHEMREG: Using Case-Based Reasoning to Support Health and Safety Compliance in the Chemical Industry |
| 59 | -- | 72 | Barry Glasgow, Alan Mandell, Dan Binney, Lila Ghemri, David Fisher. MITA: An Information-Extraction Approach to the Analysis of Free-Form Text in Life Insurance Applications |
| 73 | -- | 90 | Larry S. Yaeger, Brandyn J. Webb, Richard F. Lyon. Combining Neural Networks and Context-Driven Search for Online, Printed Handwriting Recognition in the NEWTON |
| 91 | -- | 111 | Randall Davis. What Are Intelligence? And Why? 1996 AAAI Presidential Address |
| 130 | -- | 0 | Bradley L. Whitehall. AAAI-97 Workshop on AI and Knowledge Management |
| 131 | -- | 132 | David J. Hand. Review of The Art of Causal Conjecture |
| 133 | -- | 135 | Bonnie Holte Bennett, Dwight Nelson, Russell Pannier, Thomas Sullivan, Gregory Robinson-Riegler. Mind: Introduction to Cognitive Science - A Review |
| 136 | -- | 0 | Dennis F. Kibler. A Review of Machine Learning |