| 2002 | Discovery in Hydrating Plaster Using Machine Learning Methods. | Judith Ellen Devaney, John G. Hagedorn |
| 2002 | Learning the Causal Structure of Overlapping Variable Sets. | David Danks |
| 2002 | Combining Multiple K-Nearest Neighbor Classifiers for Text Classification by Reducts. | Yongguang Bao, Naohiro Ishii |
| 2001 | Meta-analysis of Mutagenes Discovery. | Premysl Zak, Pavel Spacil, Jaroslava Halova |
| 2001 | Discovering Repetitive Expressions and Affinities from Anthologies of Classical Japanese Poems. | Koichiro Yamamoto, Masayuki Takeda, Ayumi Shinohara, Tomoko Fukuda, Ichiro Nanri |
| 2001 | SCOOP: A Record Extractor without Knowledge on Input. | Yasuhiro Yamada, Daisuke Ikeda, Sachio Hirokawa |
| 2001 | Separation of Photoelectrons via Multivariate Maxwellian Mixture Model. | Genta Ueno, Nagatomo Nakamura, Tomoyuki Higuchi |
| 2001 | Simplified Training Algorithms for Hierarchical Hidden Markov Models. | Nobuhisa Ueda, Taisuke Sato |
| 2001 | Theory Revision in Equation Discovery. | Ljupco Todorovski, Saso Dzeroski |
| 2001 | Mining Semi-structured Data by Path Expressions. | Katsuaki Taniguchi, Hiroshi Sakamoto, Hiroki Arimura, Shinichi Shimozono, Setsuo Arikawa |
| 2001 | Dynamic Aggregation to Support Pattern Discovery: A Case Study with Web Logs. | Lida Tang, Ben Shneiderman |
| 2001 | Component-Based Framework for Virtual Information Materialization. | Yuzuru Tanaka, Tsuyoshi Sugibuchi |
| 2001 | Worst-Case Analysis of Rule Discovery. | Einoshin Suzuki |
| 2001 | An Efficient Derivation for Elementary Formal Systems Based on Partial Unification. | Noriko Sugimoto, Hiroki Ishizaka, Takeshi Shinohara |
| 2001 | Computational Lessons from a Cognitive Study of Invention. | Marin Simina, Michael E. Gorman, Janet L. Kolodner |
| 2001 | Inventing Discovery Tools: Combining Information Visualization with Data Mining. | Ben Shneiderman |
| 2001 | Computational Revision of Quantitative Scientific Models. | Kazumi Saito, Pat Langley, Trond Grenager, Christopher Potter, Alicia Torregrosa, Steven A. Klooster |
| 2001 | Bounding Negative Information in Frequent Sets Algorithms. | Inmaculada Fortes Ruiz, Jos L. Balczar, Rafael Morales Bueno |
| 2001 | Efficient Local Search in Conceptual Clustering. | Cline Robardet, Fabien Feschet |
| 2001 | Towards a Method of Searching a Diverse Theory Space for Scientific Discovery. | Joseph Phillips |
| 2001 | Divide and Conquer Machine Learning for a Genomics Analogy Problem (Progress Report). | Ming Ouyang, John Case, Joan Burnside |
| 2001 | A Method for Discovering Purified Web Communities. | Tsuyoshi Murata |
| 2001 | KeyWorld: Extracting Keywords from a Document as a Small World. | Yutaka Matsuo, Yukio Ohsawa, Mitsuru Ishizuka |
| 2001 | Knowledge Navigation on Visualizing Complementary Documents. | Naohiro Matsumura, Yukio Ohsawa, Mitsuru Ishizuka |
| 2001 | Learning Conformation Rules. | Osamu Maruyama, Takayoshi Shoudai, Emiko Furuichi, Satoru Kuhara, Satoru Miyano |