| 1995 | Machine Induction Without Revolutionary Paradigm Shifts. | John Case, Sanjay Jain, Arun Sharma |
| 1995 | Learning Nested Differences in the Presence of Malicious Noise. | Peter Auer |
| 1995 | Learning Unions of Tree Patterns Using Queries. | Hiroki Arimura, Hiroki Ishizaka, Takeshi Shinohara |
| 1995 | Application of Kolmogorov Complexity to Inductive Inference with Limited Memory. | Andris Ambainis |
| 1994 | Average Case Analysis of Pattern Language Learning Algorithms (Abstract). | Thomas Zeugmann |
| 1994 | Training Diagraphs. | Hsieh-Chang Tu, Carl H. Smith |
| 1994 | Inductive Inference of Monogenic Pure Context-free Languages. | Noriyuki Tanida, Takashi Yokomori |
| 1994 | Mutual Information Gaining Algorithm and Its Relation to PAC-Learning Algorithm. | Eiji Takimoto, Ichiro Tajika, Akira Maruoka |
| 1994 | Three Decades of Team Learning. | Carl H. Smith |
| 1994 | Learning Languages by Collecting Cases and Tuning Parameters. | Yasubumi Sakakibara, Klaus P. Jantke, Steffen Lange |
| 1994 | A Unified Approach to Inductive Logic and Case-Based Reasoning (Extended Abstract). | Michael M. Richter |
| 1994 | Constructing Predicate Mappings for Goal-Dependent Abstraction. | Yoshiaki Okubo, Makoto Haraguchi |
| 1994 | Efficient Distribution-free Population Learning of Simple Concepts. | Atsuyoshi Nakamura, Naoki Abe, Jun'ichi Takeuchi |
| 1994 | Inductive Inference of an Approximate Concept from Positive Data. | Yasuhito Mukouchi |
| 1994 | Constructive Induction for Recursive Programs. | Chowdhury Rahman Mofizur, Masayuki Numao |
| 1994 | Refutably Probably Approximately Correct Learning. | Satoshi Matsumoto, Ayumi Shinohara |
| 1994 | Set-Driven and Rearrangement-Independent Learning of Recursive Languages. | Steffen Lange, Thomas Zeugmann |
| 1994 | Machine Discovery in the Presence of Incomplete or Ambiguous Data. | Steffen Lange, Phil Watson |
| 1994 | Language Learning from Good Examples. | Steffen Lange, Jochen Nessel, Rolf Wiehagen |
| 1994 | Explanation-Based Reuse of Prolog Programs. | Yasuyuki Koga, Eiju Hirowatari, Setsuo Arikawa |
| 1994 | Learning Concatenations of Locally Testable Languages from Positive Data. | Satoshi Kobayashi, Takashi Yokomori |
| 1994 | Monotonicity versus Efficiency for Learning Languages from Texts. | Efim B. Kinber |
| 1994 | Synthesis Algorithm for Recursive Process by µ-calculus (Extended Abstract). | Shigetomo Kimura, Atsushi Togashi, Norio Shiratori |
| 1994 | Language Learning under Various Types of Constraint Combinations. | Shyam Kapur |
| 1994 | On Monotonic Strategies for Learning r.e. Languages. | Sanjay Jain, Arun Sharma |