| 2000 | Computational Analysis for Discovery on the Plasma Waves Observed by Scientific Satellites. | Yoshiya Kasahara, Ryotaro Niitsu, Yousuke Akimoto, Toru Sato |
| 2000 | Extraction Positive and Negative Keywords for Web Communities. | Daisuke Ikeda, Sachio Hirokawa |
| 2000 | A Practical Algorithm to Find the Best Subsequence Patterns. | Masahiro Hirao, Hiromasa Hoshino, Ayumi Shinohara, Masayuki Takeda, Setsuo Arikawa |
| 2000 | Automatic and Accurate Determination of the Onset Time of the Quasi-periodic Oscillation. | Tomoyuki Higuchi |
| 2000 | Nonequilibrium Thermodynamics from Time Series Data Analysis. | Hiroshi H. Hasegawa, Takashi Washio, Yukari Ishimiya, Takeshi Saito |
| 2000 | Discovering Interpretable Rules that Explain Customers' Brand Choice Behavior. | Yukinobu Hamuro, Naoki Katoh, Katsutoshi Yada |
| 2000 | Comparative Study of Automatic Acquisition Methods of Image Processing Procedures. | Toshihiro Hamada, Akinobu Shimizu, Toyofumi Saito, Jun-ichi Hasegawa, Jun-ichiro Toriwaki |
| 2000 | Degrees of Belief, Random Worlds, and Maximum Entropy. | Joseph Y. Halpern |
| 2000 | Discovery and Deduction. | Masami Hagiya, Koichi Takahashi |
| 2000 | A Unifying Approach to HTML Wrapper Representation and Learning. | Gunter Grieser, Klaus P. Jantke, Steffen Lange, Bernd Thomas |
| 2000 | Direction Finding of the Waves in Plasma Using Energy Function. | Yoshitaka Goto, Yoshiya Kasahara, Toru Sato |
| 2000 | Classiying Scenarios Using Belief Decision Trees. | Zied Elouedi, Khaled Mellouli |
| 2000 | The Role of Choice in Discovery. | Judith Ellen Devaney |
| 2000 | A Simple Greedy Algorithm for Finding Functional Relations: Efficient Implementation and Average Case Anaylsis. | Tatsuya Akutsu, Satoru Miyano, Satoru Kuhara |
| 1999 | The Melting Pot of Automated Discovery: Principles for a New Science. | Jan M. Zytkow |
| 1999 | Discovering the Primary Factors of Cancer from Health and Living Habit Questionnaires. | Xiaolong Zhang, Tetsuo Narita |
| 1999 | Mutagenes Discovery Using PC GUHA Software System. | Premysl Zak, Jaroslava Halova |
| 1999 | Detection of the Structure of Particle Velocity Distribution by Finite Mixture Distribution Model. | Genta Ueno, Shinobu Machida, Nagatomo Nakamura, Tomoyuki Higuchi, Tohru Araki |
| 1999 | Learning in Constraint Databases. | Teddy Turmeaux, Christel Vrain |
| 1999 | Automatic Discovery of Definition Patterns Based on the MDL Principle. | Masatoshi Tsuchiya, Sadao Kurohashi |
| 1999 | Search for New Methods for Assignment of Complex Molecular Spectra. | Takehiko Tanaka, Takashi Imajo |
| 1999 | Discovering Poetic Allusion in Anthologies of Classical Japanese Poems. | Kouichi Tamari, Mayumi Yamasaki, Takuya Kida, Masayuki Takeda, Tomoko Fukuda, Ichiro Nanri |
| 1999 | Automatic Detection of Geomagnetic Sudden Commencement Using Lifting Wavelet Filters. | Shigeru Takano, Teruya Minamoto, Hiroki Arimura, Koichi Niijima, Toshihiko Iyemori, Tohru Araki |
| 1999 | Knowledge Discovery from Health Data Using Weighted Aggregation Classifiers. | Toru Takae, Minoru Chikamune, Hiroki Arimura, Ayumi Shinohara, Hitoshi Inoue, Shun-ichi Takeya, Keiko Uezono, Terukazu Kawasaki |
| 1999 | An Automatic Acquisition of Acoustical Units for Speech Recognition Based on Hidden Markov Network. | Motoyuki Suzuki, Takafumi Hayashi, Hiroki Mori, Shozo Makino, Hirotomo Aso |