| 2000 | A Comparative Study of Classification Based Personal E-mail Filtering. Yanlei Diao, Hongjun Lu, Dekai Wu |
| 2000 | A Concurrent Approach to the Key-Preserving Attribute-Oriented Induction Method. Maybin K. Muyeba, John A. Keane |
| 2000 | A Simple Dimensionality Reduction Technique for Fast Similarity Search in Large Time Series Databases. Eamonn J. Keogh, Michael J. Pazzani |
| 2000 | A Visual Method of Cluster Validation with Fastmap. Zhexue Huang, Tao Lin |
| 2000 | AViz: A Visualization System for Discovering Numeric Association Rules. Jianchao Han, Nick Cercone |
| 2000 | Adaptive Boosting for Spatial Functions with Unstable Driving Attributes. Aleksandar Lazarevic, Tim Fiez, Zoran Obradovic |
| 2000 | An Optimization Problem in Data Cube System Design. Edward Hung, David Wai-Lok Cheung, Ben Kao, Yilong Liang |
| 2000 | Association Rules. Tao Zhang |
| 2000 | Attribute Transformations on Numerical Databases. Applications to Stock Market and Economic Data. Tsau Young Lin, Joseph Tremba |
| 2000 | COE: Clustering with Obstacles Entities. A Preliminary Study. Anthony K. H. Tung, Jean Hou, Jiawei Han |
| 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 | Consistency Based Feature Selection. Manoranjan Dash, Huan Liu, Hiroshi Motoda |
| 2000 | Density-Based Mining of Quantitative Association Rules. David Wai-Lok Cheung, Lian Wang, Siu-Ming Yiu, Bo Zhou |
| 2000 | Discovering Protein Functional Models Using Inductive Logic Programming. Takashi Ishikawa, Masayuki Numao, Takao Terano |
| 2000 | Discovering Unordered and Ordered Phrase Association Patterns for Text Mining. Ryoichi Fujino, Hiroki Arimura, Setsuo Arikawa |
| 2000 | Discovery of Relevant Weights by Minimizing Cross-Validation Error. Kazumi Saito, Ryohei Nakano |
| 2000 | Efficient Detection of Local Interactions in the Cascade Model. Takashi Okada |
| 2000 | Efficient and Comprehensible Local Regression. Luís Torgo |
| 2000 | Evaluating Hypothesis-Driven Exception-Rule Discovery with Medical Data Sets. Einoshin Suzuki, Shusaku Tsumoto |
| 2000 | Exception Rule Mining with a Relative Interestingness Measure. Farhad Hussain, Huan Liu, Einoshin Suzuki, Hongjun Lu |
| 2000 | Extension of Graph-Based Induction for General Graph Structured Data. Takashi Matsuda, Tadashi Horiuchi, Hiroshi Motoda, Takashi Washio |
| 2000 | Extracting Predictors of Corporate Bankruptcy: Empirical Study on Data Mining Methods. Cindy Yoshiko Shirata, Takao Terano |
| 2000 | Extraction of Fuzzy Clusters from Weighted Graphs. Seiji Hotta, Kohei Inoue, Kiichi Urahama |
| 2000 | Fast Discovery of Interesting Rules. Nobuhiro Yugami, Yuiko Ohta, Seishi Okamoto |
| 2000 | Feature Selection for Clustering. Manoranjan Dash, Huan Liu |
| 2000 | Frequent Closures as a Concise Representation for Binary Data Mining. Jean-François Boulicaut, Artur Bykowski |
| 2000 | Frequent Itemset Counting Across Multiple Tables. Viviane Crestana-Jensen, Nandit Soparkar |
| 2000 | Hyperlink-Aware Mining and Analysis of the Web. Andrew Tomkins |
| 2000 | Improving Generalization Ability of Self-Generating Neural Networks Through Ensemble Averaging. Hirotaka Inoue, Hiroyuki Narihisa |
| 2000 | Inductive Databases and Knowledge Scouts. Ryszard S. Michalski |
| 2000 | Information Granules for Spatial Reasoning. Andrzej Skowron, Jaroslaw Stepaniuk, Shusaku Tsumoto |
| 2000 | Interactive Visualization in Mining Large Decision Trees. Trong Dung Nguyen, Tu Bao Ho, Hiroshi Shimodaira |
| 2000 | Knowledge Discovery and Data Mining, Current Issues and New Applications, 4th Pacific-Asia Conference, PADKK 2000, Kyoto, Japan, April 18-20, 2000, Proceedings Takao Terano, Huan Liu, Arbee L. P. Chen |
| 2000 | Making Knowledge Extraction and Reasoning Closer. Fosca Giannotti, Giuseppe Manco |
| 2000 | Making Use of the Most Expressive Jumping Emerging Patterns for Classification. Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao |
| 2000 | Minimum Message Length Criterion for Second-Order Polynomial Model Disovery. Grace W. Rumantir |
| 2000 | Mining Access Patterns Efficiently from Web Logs. Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, Hua Zhu |
| 2000 | Mining Structured Association Patterns from Databases. Hirofumi Matsuzawa, Takeshi Fukuda |
| 2000 | Mining Web Transaction Patterns in an Electronic Commerce Environment. Ching-Huang Yun, Ming-Syan Chen |
| 2000 | Missing Value Estimation Based on Dynamic Attribute Selection. K. C. Lee, J. S. Park, Y. S. Kim, Yung-Tai Byun |
| 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 | Perspective on Data Mining from Statistical Viewpoints. Yoshiharu Sato |
| 2000 | Polynomial Time Matching Algorithms for Tree-Like Structured Patterns in Knowledge Discovery. Tetsuhiro Miyahara, Takayoshi Shoudai, Tomoyuki Uchida, Kenichi Takahashi, Hiroaki Ueda |
| 2000 | Predictive Adaptive Resonance Theory and Knowledge Discovery in Databases. Ah-Hwee Tan, Hui-Shin Vivien Soon |
| 2000 | Prototype Generation Based on Instance Filtering and Averaging. Chi-Kin Keung, Wai Lam |
| 2000 | Robust Ensemble Learning for Data Mining. Gunnar Rätsch, Bernhard Schölkopf, Alexander J. Smola, Sebastian Mika, Takashi Onoda, Klaus-Robert Müller |
| 2000 | Scaling Up a Boosting-Based Learner via Adaptive Sampling. Carlos Domingo, Osamu Watanabe |
| 2000 | Text Summarization by Sentence Segment Extraction Using Machine Learning Algorithms. Wesley T. Chuang, Jihoon Yang |
| 2000 | Text-Source Discovery and Chi-Yuen Ng, Ben Kao, David Wai-Lok Cheung |
| 2000 | Uncovering the Hierarchical Structure of Text Archives by Using an Unsupervised Neural Network with Adaptive Architecture. Dieter Merkl, Andreas Rauber |
| 2000 | Using K. Selçuk Candan, Wen-Syan Li |
| 2000 | VQTree: Vector Quantization for Decision Tree Induction. Shlomo Geva, Lawrence Buckingham |