| 1999 | Scheduled Discovery of Exception Rules. | Einoshin Suzuki |
| 1999 | Design and Evaluation of an Environment to Automate the Construction of Inductive Applications. | Akihiro Suyama, Naoya Negishi, Takahira Yamaguchi |
| 1999 | Computer Aided Discovery of User's Hidden Interest for Query Restructuring. | Wataru Sunayama, Yukio Ohsawa, Masahiko Yachida |
| 1999 | Normal Form Transformation for Object Recognition Based on Support Vector Machines. | Shinsuke Sugaya, Einoshin Suzuki |
| 1999 | H-Map: A Dimension Reduction Mapping for Approximate Retrieval of Multi-dimensional Data. | Takeshi Shinohara, Jianping Chen, Hiroki Ishizaka |
| 1999 | Mining Adaptation Rules from Cases in CBR Systems. | Shadan Saniepour, Behrouz H. Far |
| 1999 | Finding Meaningful Regions Containing Given Keywords from Large Text Collections. | Kunihiko Sadakane, Hiroshi Imai |
| 1999 | Expressive Probability Models in Science. | Stuart Russell |
| 1999 | Extraction of Primitive Motion for Human Motion Recognition. | Ryuta Osaki, Mitsuomi Shimada, Kuniaki Uehara |
| 1999 | Parallel Execution for Speeding Up Inductive Logic Programming Systems. | Hayato Ohwada, Fumio Mizoguchi |
| 1999 | Discover Risky Active Faults by Indexing an Earthquake Sequence. | Yukio Ohsawa, Masahiko Yachida |
| 1999 | From Visualization to Interactive Animation of Database Records. | Makoto Ohigashi, Yuzuru Tanaka |
| 1999 | Rule Discovery Technique Using GP with Crossover to Maintain Variety. | Ayahiko Niimi, Eiichiro Tazaki |
| 1999 | Weighted Majority Decision among Region Rules for a Categorical Dataset. | Akihiro Nakaya, Shinichi Morishita |
| 1999 | Weighted Majority Decision among Several Region Rules for Scientific Discovery. | Akihiro Nakaya, Hideharu Furukawa, Shinichi Morishita |
| 1999 | Discovery of a Set of Nominally Conditioned Polynomials. | Ryohei Nakano, Kazumi Saito |
| 1999 | Machine Discovery Based on the Co-occurrence of References in a Search Engine. | Tsuyoshi Murata |
| 1999 | Rules Extraction by Constructive Learning of Neural Networks and Hidden-Unit Clustering. | Marghny H. Mohamed, Koichi Niijima |
| 1999 | Collaborative Hypothesis Testing Processes by Interactive Production Systems. | Kazuhisa Miwa |
| 1999 | A Noise Resistant Model Inference System. | Eric McCreath, Mark D. Reid |
| 1999 | Data Mining of Generalized Association Rules Using a Method of Partial-Match Retrieval. | Kazunori Matsumoto, Takeo Hayase, Nobuyuki Ikeda |
| 1999 | Schema Design for Causal Law Mining from Incomplete Database. | Kazunori Matsumoto, Kazuo Hashimoto |
| 1999 | Graph-Based Induction for General Graph Structured Data. | Takashi Matsuda, Tadashi Horiuchi, Hiroshi Motoda, Takashi Washio, Kohei Kumazawa, Naohide Arai |
| 1999 | Designing Views in HypothesisCreator: System for Assisting in Discovery. | Osamu Maruyama, Tomoyuki Uchida, Kim Lan Sim, Satoru Miyano |
| 1999 | Argument-Based Agent Systems. | Shinya Maeda, Yuichi Umeda, Cyunyang Guan, Hajime Sawamura |