| 1994 | Program Synthesis in the Presence of Infinite Number of Inaccuracies. | Sanjay Jain |
| 1994 | Fuzzy Analogy Based Reasoning and Classification of Fuzzy Analogies. | Toshiharu Iwatani, Shun'ichi Tano, Atsushi Inoue, Wataru Okamoto |
| 1994 | Finding Tree Patterns Consistent with Positive and Negative Examples Using Queries. | Hiroki Ishizaka, Hiroki Arimura, Takeshi Shinohara |
| 1994 | Learning from Examples with Typed Equational Programming. | Akira Ishino, Akihiro Yamamoto |
| 1994 | Rule-Generating Abduction for Recursive Prolog. | Kouichi Hirata |
| 1994 | On Case-Based Representability and Learnability of Languages. | Christoph Globig, Steffen Lange |
| 1994 | Classification Using Information. | William I. Gasarch, Mark G. Pleszkoch, Mahendran Velauthapillai |
| 1994 | Co-learnability and FIN-identifiability of Enumerable Classes of Total Recursive Functions. | Rusins Freivalds, Dace Gobleja, Marek Karpinski, Carl H. Smith |
| 1994 | Identifying Nearly Minimal Gdel Numbers From Additional Information. | Rusins Freivalds, Ognian Botuscharov, Rolf Wiehagen |
| 1994 | Identifying Regular Languages over Partially-Commutative Monoids. | Claudio Ferretti, Giancarlo Mauri |
| 1994 | From Specifications to Programs: Induction in the Service of Synthesis (Abstract). | Nachum Dershowitz |
| 1994 | A Note on Learning DNF Formulas Using Equivalence and Incomplete Membership Queries. | Zhixiang Chen |
| 1994 | Efficient Learning of Regular Expressions from Good Examples. | Alvis Brazma, Karlis Cerans |
| 1994 | Efficient Algorithm for Learning Simple Regular Expressions from Noisy Examples. | Alvis Brazma |
| 1994 | Deductive Plan Generation. | Wolfgang Bibel, Michael Thielscher |
| 1994 | Learnability with Restricted Focus of Attention guarantees Noise-Tolerance. | Shai Ben-David, Eli Dichterman |
| 1994 | Towards Efficient Inductive Synthesis from Input/Output Examples (Abstract). | Janis Barzdins |
| 1994 | Learning with Higher Order Additional Information. | Ganesh R. Baliga, John Case |
| 1994 | A Calculus for Logical Clustering. | Shuo Bai |
| 1994 | On-line Learning with Malicious Noise and the Closure Algorithm. | Peter Auer, Nicol Cesa-Bianchi |
| 1994 | Therapy Plan Generation as Program Synthesis. | Oksana Arnold, Klaus P. Jantke |
| 1994 | Derived Sets and Inductive Inference. | Kalvis Apsitis |
| 1994 | Enumerable Classes of Total Recursive Functions: Complexity of Inductive Inference. | Andris Ambainis, Juris Smotrovs |
| 1994 | Towards Realistic Theories of Learning. | Naoki Abe |
| 1993 | A Decomposition Based Induction Model for Discovering Concept Clusters from Databases. | Ning Zhong, Setsuo Ohsuga |