| 2000 | Combining Sampling Technique with DBSCAN Algorithm for Clustering Large Spatial Databases. | Shuigeng Zhou, Aoying Zhou, Jing Cao, Wen Jin, Ye Fan, Yunfa Hu |
| 2000 | Association Rules. | Tao Zhang |
| 2000 | Mining Web Transaction Patterns in an Electronic Commerce Environment. | Ching-Huang Yun, Ming-Syan Chen |
| 2000 | Fast Discovery of Interesting Rules. | Nobuhiro Yugami, Yuiko Ohta, Seishi Okamoto |
| 2000 | On Association, Similarity and Dependency of Attributes. | Yiyu Yao, Ning Zhong |
| 2000 | Performance Controlled Data Reduction for Knowledge Discovery in Distributed Databases. | Slobodan Vucetic, Zoran Obradovic |
| 2000 | COE: Clustering with Obstacles Entities. A Preliminary Study. | Anthony K. H. Tung, Jean Hou, Jiawei Han |
| 2000 | Efficient and Comprehensible Local Regression. | Lus Torgo |
| 2000 | Hyperlink-Aware Mining and Analysis of the Web. | Andrew Tomkins |
| 2000 | Predictive Adaptive Resonance Theory and Knowledge Discovery in Databases. | Ah-Hwee Tan, Hui-Shin Vivien Soon |
| 2000 | Evaluating Hypothesis-Driven Exception-Rule Discovery with Medical Data Sets. | Einoshin Suzuki, Shusaku Tsumoto |
| 2000 | Information Granules for Spatial Reasoning. | Andrzej Skowron, Jaroslaw Stepaniuk, Shusaku Tsumoto |
| 2000 | Extracting Predictors of Corporate Bankruptcy: Empirical Study on Data Mining Methods. | Cindy Yoshiko Shirata, Takao Terano |
| 2000 | Perspective on Data Mining from Statistical Viewpoints. | Yoshiharu Sato |
| 2000 | Discovery of Relevant Weights by Minimizing Cross-Validation Error. | Kazumi Saito, Ryohei Nakano |
| 2000 | Minimum Message Length Criterion for Second-Order Polynomial Model Disovery. | Grace W. Rumantir |
| 2000 | Robust Ensemble Learning for Data Mining. | Gunnar Rtsch, Bernhard Schlkopf, Alexander J. Smola, Sebastian Mika, Takashi Onoda, Klaus-Robert Mller |
| 2000 | Mining Access Patterns Efficiently from Web Logs. | Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, Hua Zhu |
| 2000 | Efficient Detection of Local Interactions in the Cascade Model. | Takashi Okada |
| 2000 | Interactive Visualization in Mining Large Decision Trees. | Trong Dung Nguyen, Tu Bao Ho, Hiroshi Shimodaira |
| 2000 | Text-Source Discovery and | Chi-Yuen Ng, Ben Kao, David Wai-Lok Cheung |
| 2000 | A Concurrent Approach to the Key-Preserving Attribute-Oriented Induction Method. | Maybin K. Muyeba, John A. Keane |
| 2000 | Polynomial Time Matching Algorithms for Tree-Like Structured Patterns in Knowledge Discovery. | Tetsuhiro Miyahara, Takayoshi Shoudai, Tomoyuki Uchida, Kenichi Takahashi, Hiroaki Ueda |
| 2000 | Inductive Databases and Knowledge Scouts. | Ryszard S. Michalski |
| 2000 | Uncovering the Hierarchical Structure of Text Archives by Using an Unsupervised Neural Network with Adaptive Architecture. | Dieter Merkl, Andreas Rauber |