| 1998 | A Comparison of Identification Criteria for Inductive Inference of Recursive Real-Valued Functions. Eiju Hirowatari, Setsuo Arikawa |
| 1998 | A Fast Algorithm for Discovering Optimal String Patterns in Large Text Databases. Hiroki Arimura, Atsushi Wataki, Ryoichi Fujino, Setsuo Arikawa |
| 1998 | Algorithmic Learning Theory, 9th International Conference, ALT '98, Otzenhausen, Germany, October 8-10, 1998, Proceedings Michael M. Richter, Carl H. Smith, Rolf Wiehagen, Thomas Zeugmann |
| 1998 | Analysis of Case-Based Representability of Boolean Functions by Monotone Theory. Ken Satoh |
| 1998 | Characteristic Sets for Unions of Regular Pattern Languages and Compactness. Masako Sato, Yasuhito Mukouchi, Dao Zheng |
| 1998 | Closedness Properties in EX-Identification of Recursive Functions. Kalvis Apsitis, Rusins Freivalds, Raimonds Simanovskis, Juris Smotrovs |
| 1998 | Comparing the Power of Probabilistic Learning and Oracle Identification Under Monotonicity Constraints. Léa Meyer |
| 1998 | Computational Aspects of Parallel Attribute-Efficient Learning. Peter Damaschke |
| 1998 | Consistent Polynominal Identification in the Limit. Werner Stein |
| 1998 | Cryptographic Limitations on Parallelizing Membership and Equivalence Queries with Applications to Random Self-Reductions. Marc Fischlin |
| 1998 | Editor's Introduction. Michael M. Richter, Carl H. Smith, Rolf Wiehagen, Thomas Zeugmann |
| 1998 | Finding a One-Variable Pattern from Incomplete Data. Hiroshi Sakamoto |
| 1998 | LIME: A System for Learning Relations. Eric McCreath, Arun Sharma |
| 1998 | Learnability of Translations from Positive Examples. Noriko Sugimoto |
| 1998 | Learning Algebraic Structures from Text Using Semantical Knowledge. Frank Stephan, Yuri Ventsov |
| 1998 | Learning Sub-classes of Monotone DNF on the Uniform Distribution. Karsten A. Verbeurgt |
| 1998 | Learning Unary Output Two-Tape Automata from Multiplicity and Equivalence Queries. Giovanna Melideo, Stefano Varricchio |
| 1998 | Learning from Entailment of Logic Programs with Local Variables. M. R. K. Krishna Rao, Abdul Sattar |
| 1998 | Learning to Win Process-Control Games Watching Game-Masters. John Case, Matthias Ott, Arun Sharma, Frank Stephan |
| 1998 | Learning with Refutation. Sanjay Jain |
| 1998 | Locality, Reversibility, and Beyond: Learning Languages from Positive Data. Tom Head, Satoshi Kobayashi, Takashi Yokomori |
| 1998 | Logical Aspects of Several Bottom-Up Fittings. Akihiro Yamamoto |
| 1998 | Lower Bounds for the Complexity of Learning Half-Spaces with Membership Queries. Valery N. Shevchenko, Nikolai Yu. Zolotykh |
| 1998 | On the Sample Complexity for Neural Trees. Michael Schmitt |
| 1998 | PAC Learning from Positive Statistical Queries. François Denis |
| 1998 | Predictive Learning Models for Concept Drift. John Case, Sanjay Jain, Susanne Kaufmann, Arun Sharma, Frank Stephan |
| 1998 | Scalability Issues in Inductive Logic Programming. Stefan Wrobel |
| 1998 | Structured Weight-Based Prediction Algorithms. Akira Maruoka, Eiji Takimoto |
| 1998 | Synthesizing Learners Tolerating Computable Noisy Data. John Case, Sanjay Jain |
| 1998 | Towards the Validation of Inductive Learning Systems. Gunter Grieser, Klaus P. Jantke, Steffen Lange |
| 1998 | Using Attribute Grammars for Description of Inductive Inference Search Space. Ugis Sarkans, Janis Barzdins |