| 1997 | IJCAI | Using Data and Theory in Multistretegy (Mis)Concept(ion) Discovery. | Rayond Sison, Masayuki Numao, Masamichi Shimura |
| 1996 | AAAI | Machine Discovery Based on Numerical Data Generated in Computer Experiments. | Tsuyoshi Murata, Masamichi Shimura |
| 1996 | KDD | Exceptional Knowledge Discovery in Databases Based on Information Theory. | Einoshin Suzuki, Masamichi Shimura |
| 1994 | AAAI | A Discovery System for Trigonometric Functions. | Tsuyoshi Murata, Masami Mizutani, Masamichi Shimura |
| 1993 | AAAI | Learning from an Approximate Theory and Noisy Examples. | Somkiat Tangkitvanich, Masamichi Shimura |
| 1992 | AAAI | Discrimination-Based Constructive Induction of Logic Programs. | Boonserm Kijsirikul, Masayuki Numao, Masamichi Shimura |
| 1992 | ICML | Refining a Relational Theory with Multiple Faults in the Concept and Subconcepts. | Somkiat Tangkitvanich, Masamichi Shimura |
| 1991 | ALT | Recovery from multiple faults in relational theory. | Somkiat Tangkitvanich, Masamichi Shimura |
| 1991 | ICML | Efficient Learning of Logic Programs with Non-determinant, Non-discriminating Literals. | Boonserm Kijsirikul, Masayuki Numao, Masamichi Shimura |
| 1990 | AAAI | Parametric Engineering Design Using Constraint-Based Reasoning. | Niall Murtagh, Masamichi Shimura |
| 1989 | ICML | Explanation-Based Acceleration of Similarity-Based Learning. | Masayuki Numao, Masamichi Shimura |
| 1986 | AAAI | Learning Arithmetic Problem Solver. | Masamichi Shimura, Seiichiro Sakurai |
| 1979 | IJCAI | Resolution in a New Modal Logic. | Masamichi Shimura |