| 1997 | Effects of Kolmogorov Complexity Present in Inductive Inference as Well. | Andris Ambainis, Kalvis Apsitis, Cristian Calude, Rusins Freivalds, Marek Karpinski, Tomas Larfeldt, Iveta Sala, Juris Smotrovs |
| 1996 | Genetic Fitness Optimization Using Rapidly Mixing Markov Chains. | Paul M. B. Vitnyi |
| 1996 | Probabilitic Limit Identification up to "Small" Sets. | Juris Viksna |
| 1996 | Managing Complexity in Neurodial Circuits. | Leslie G. Valiant |
| 1996 | Learnability of Exclusive-Or Expansion Based on Monotone DNF Formulas. | Eiji Takimoto, Yoshifumi Sakai, Akira Maruoka |
| 1996 | Constructive Learning of Translations Based on Dictionaries. | Noriko Sugimoto, Kouichi Hirata, Hiroki Ishizaka |
| 1996 | Inductive Inference of Unbounded Unions of Pattern Languages from Positive Data. | Takeshi Shinohara, Hiroki Arimura |
| 1996 | A Class of Prolog Programs Inferable from Positive Data. | M. R. K. Krishna Rao |
| 1996 | Boosting First-Order Learning. | J. Ross Quinlan |
| 1996 | Effects of Feature Selection with 'Blurring' on NeuroFuzzy Systems. | Selwyn Piramuthu |
| 1996 | Reducing Complexity of Decision Trees with Two Variable Tests. | R. A. Pearson, E. K. T. Smith |
| 1996 | Limits of Exact Algorithms For Inference of Minimum Size Finite State Machines. | Arlindo L. Oliveira, Stephen Edwards |
| 1996 | Query Learning of Bounded-Width OBDDs. | Atsuyoshi Nakamura |
| 1996 | Induction of Constraint Logic Programs. | Lionel Martin, Christel Vrain |
| 1996 | Inductive Logic Programming Beyond Logical Implication. | Jianguo Lu, Jun Arima |
| 1996 | Improved Bounds about On-line Learning of Smooth Functions of a Single Variable. | Philip M. Long |
| 1996 | Cost-Sensitive Feature Reduction Applied to a Hybrid Genetic Algorithm. | Nada Lavrac, Dragan Gamberger, Peter D. Turney |
| 1996 | Learning by Erasing. | Steffen Lange, Rolf Wiehagen, Thomas Zeugmann |
| 1996 | On Learning and Co-learning of Minimal Programs. | Sanjay Jain, Efim B. Kinber, Rolf Wiehagen |
| 1996 | Reflecting Inductive Inference Machines and Its Improvement by Therapy. | Gunter Grieser |
| 1996 | Noise Elimination in Inductive Concept Learning: A Case Study in Medical Diagnosois. | Dragan Gamberger, Nada Lavrac, Saso Dzeroski |
| 1996 | Efficient Learning of Real Time Two-Counter Automata (Extended Abstract). | Amr F. Fahmy, Robert S. Roos |
| 1996 | MML Estimation of the Parameters of the Sherical Fisher Distribution. | David L. Dowe, Jonathan J. Oliver, Chris S. Wallace |
| 1996 | Vacillatory and BC Learning on Noisy Data. | John Case, Sanjay Jain, Frank Stephan |
| 1996 | Learning a Representation for Optimizable Formulas. | Hans Kleine Bning, Theodor Lettmann |