| 1998 | Analysis of Case-Based Representability of Boolean Functions by Monotone Theory. | Ken Satoh |
| 1998 | Using Attribute Grammars for Description of Inductive Inference Search Space. | Ugis Sarkans, Janis Barzdins |
| 1998 | Finding a One-Variable Pattern from Incomplete Data. | Hiroshi Sakamoto |
| 1998 | Editor's Introduction. | Michael M. Richter, Carl H. Smith, Rolf Wiehagen, Thomas Zeugmann |
| 1998 | Learning from Entailment of Logic Programs with Local Variables. | M. R. K. Krishna Rao, Abdul Sattar |
| 1998 | Comparing the Power of Probabilistic Learning and Oracle Identification Under Monotonicity Constraints. | La Meyer |
| 1998 | Learning Unary Output Two-Tape Automata from Multiplicity and Equivalence Queries. | Giovanna Melideo, Stefano Varricchio |
| 1998 | LIME: A System for Learning Relations. | Eric McCreath, Arun Sharma |
| 1998 | Structured Weight-Based Prediction Algorithms. | Akira Maruoka, Eiji Takimoto |
| 1998 | Learning with Refutation. | Sanjay Jain |
| 1998 | A Comparison of Identification Criteria for Inductive Inference of Recursive Real-Valued Functions. | Eiju Hirowatari, Setsuo Arikawa |
| 1998 | Locality, Reversibility, and Beyond: Learning Languages from Positive Data. | Tom Head, Satoshi Kobayashi, Takashi Yokomori |
| 1998 | Towards the Validation of Inductive Learning Systems. | Gunter Grieser, Klaus P. Jantke, Steffen Lange |
| 1998 | Cryptographic Limitations on Parallelizing Membership and Equivalence Queries with Applications to Random Self-Reductions. | Marc Fischlin |
| 1998 | PAC Learning from Positive Statistical Queries. | Franois Denis |
| 1998 | Computational Aspects of Parallel Attribute-Efficient Learning. | Peter Damaschke |
| 1998 | Learning to Win Process-Control Games Watching Game-Masters. | John Case, Matthias Ott, Arun Sharma, Frank Stephan |
| 1998 | Predictive Learning Models for Concept Drift. | John Case, Sanjay Jain, Susanne Kaufmann, Arun Sharma, Frank Stephan |
| 1998 | Synthesizing Learners Tolerating Computable Noisy Data. | John Case, Sanjay Jain |
| 1998 | A Fast Algorithm for Discovering Optimal String Patterns in Large Text Databases. | Hiroki Arimura, Atsushi Wataki, Ryoichi Fujino, Setsuo Arikawa |
| 1998 | Closedness Properties in EX-Identification of Recursive Functions. | Kalvis Apsitis, Rusins Freivalds, Raimonds Simanovskis, Juris Smotrovs |
| 1997 | Learning and Revising Theories in Noisy Domains. | Xiaolong Zhang, Masayuki Numao |
| 1997 | Probability Theory for the Brier Game. | V. G. Vovk |
| 1997 | A Simple Algorithm for Predicting Nearly as Well as the Best Pruning Labeled with the Best Prediction Values of a Decision Tree. | Eiji Takimoto, Ken'ichi Hirai, Akira Maruoka |
| 1997 | Deranomized Learning of Boolean Functions. | Meera Sitharam, Timothy Straney |