| 2000 | Mining Structured Association Patterns from Databases. | Hirofumi Matsuzawa, Takeshi Fukuda |
| 2000 | Extension of Graph-Based Induction for General Graph Structured Data. | Takashi Matsuda, Tadashi Horiuchi, Hiroshi Motoda, Takashi Washio |
| 2000 | Attribute Transformations on Numerical Databases. Applications to Stock Market and Economic Data. | Tsau Young Lin, Joseph Tremba |
| 2000 | Making Use of the Most Expressive Jumping Emerging Patterns for Classification. | Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao |
| 2000 | Missing Value Estimation Based on Dynamic Attribute Selection. | K. C. Lee, J. S. Park, Y. S. Kim, Yung-Tai Byun |
| 2000 | Adaptive Boosting for Spatial Functions with Unstable Driving Attributes. | Aleksandar Lazarevic, Tim Fiez, Zoran Obradovic |
| 2000 | Prototype Generation Based on Instance Filtering and Averaging. | Chi-Kin Keung, Wai Lam |
| 2000 | A Simple Dimensionality Reduction Technique for Fast Similarity Search in Large Time Series Databases. | Eamonn J. Keogh, Michael J. Pazzani |
| 2000 | Frequent Itemset Counting Across Multiple Tables. | Viviane Crestana-Jensen, Nandit Soparkar |
| 2000 | Discovering Protein Functional Models Using Inductive Logic Programming. | Takashi Ishikawa, Masayuki Numao, Takao Terano |
| 2000 | Improving Generalization Ability of Self-Generating Neural Networks Through Ensemble Averaging. | Hirotaka Inoue, Hiroyuki Narihisa |
| 2000 | Exception Rule Mining with a Relative Interestingness Measure. | Farhad Hussain, Huan Liu, Einoshin Suzuki, Hongjun Lu |
| 2000 | An Optimization Problem in Data Cube System Design. | Edward Hung, David Wai-Lok Cheung, Ben Kao, Yilong Liang |
| 2000 | A Visual Method of Cluster Validation with Fastmap. | Zhexue Huang, Tao Lin |
| 2000 | Extraction of Fuzzy Clusters from Weighted Graphs. | Seiji Hotta, Kohei Inoue, Kiichi Urahama |
| 2000 | AViz: A Visualization System for Discovering Numeric Association Rules. | Jianchao Han, Nick Cercone |
| 2000 | Making Knowledge Extraction and Reasoning Closer. | Fosca Giannotti, Giuseppe Manco |
| 2000 | VQTree: Vector Quantization for Decision Tree Induction. | Shlomo Geva, Lawrence Buckingham |
| 2000 | Discovering Unordered and Ordered Phrase Association Patterns for Text Mining. | Ryoichi Fujino, Hiroki Arimura, Setsuo Arikawa |
| 2000 | Scaling Up a Boosting-Based Learner via Adaptive Sampling. | Carlos Domingo, Osamu Watanabe |
| 2000 | A Comparative Study of Classification Based Personal E-mail Filtering. | Yanlei Diao, Hongjun Lu, Dekai Wu |
| 2000 | Consistency Based Feature Selection. | Manoranjan Dash, Huan Liu, Hiroshi Motoda |
| 2000 | Feature Selection for Clustering. | Manoranjan Dash, Huan Liu |
| 2000 | Text Summarization by Sentence Segment Extraction Using Machine Learning Algorithms. | Wesley T. Chuang, Jihoon Yang |
| 2000 | Density-Based Mining of Quantitative Association Rules. | David Wai-Lok Cheung, Lian Wang, Siu-Ming Yiu, Bo Zhou |