| 2001 | Importance of Individual Variables in the k -Means Algorithm. | Juha Vesanto |
| 2001 | Determining Progression in Glaucoma Using Visual Fields. | Andrew Turpin, Eibe Frank, Mark Hall, Ian H. Witten, Chris A. Johnson |
| 2001 | Generating Frequent Patterns with the Frequent Pattern List. | Fan-Chen Tseng, Ching-Chi Hsu |
| 2001 | Learning Bayesian Networks with Hidden Variables Using the Combination of EM and Evolutionary Algorithms. | Fengzhan Tian, Yuchang Lu, Chunyi Shi |
| 2001 | Predictive Self-Organizing Networks for Text Categorization. | Ah-Hwee Tan |
| 2001 | Topic Detection, Tracking, and Trend Analysis Using Self-Organizing Neural Networks. | Kanagasabai Rajaraman, Ah-Hwee Tan |
| 2001 | Optimizing the Induction of Alternating Decision Trees. | Bernhard Pfahringer, Geoffrey Holmes, Richard Kirkby |
| 2001 | A Toolbox Approach to Flexible and Efficient Data Mining. | Ole Mller Nielsen, Peter Christen, Markus Hegland, Tatiana Semenova, Timothy Hancock |
| 2001 | A Scalable Algorithm for Rule Post-pruning of Large Decision Trees. | Trong Dung Nguyen, Tu Bao Ho, Hiroshi Shimodaira |
| 2001 | Efficient Algorithms for Concept Space Construction. | Chi-Yuen Ng, Joseph Lee, Felix Cheung, Ben Kao, David Wai-Lok Cheung |
| 2001 | Scalable Hierarchical Clustering Method for Sequences of Categorical Values. | Tadeusz Morzy, Marek Wojciechowski, Maciej Zakrzewicz |
| 2001 | Discovery of Frequent Tree Structured Patterns in Semistructured Web Documents. | Tetsuhiro Miyahara, Takayoshi Shoudai, Tomoyuki Uchida, Kenichi Takahashi, Hiroaki Ueda |
| 2001 | Data Allocation Algorithm for Parallel Association Rule Discovery. | Anna M. Manning, John A. Keane |
| 2001 | Seamless Integration of Data Mining with DBMS and Applications. | Hongjun Lu |
| 2001 | Semantic Expectation-Based Causation Knowledge Extraction: A Study on Hong Kong Stock Movement Analysis. | Boon Toh Low, Ki Chan, Lei-Lei Choi, Man-Yee Chin, Sin-Ling Lay |
| 2001 | Semi-supervised Learning in Medical Image Database. | Chun Hung Li, Pong Chi Yuen |
| 2001 | Towards Efficient Data Re-mining (DRM). | Jiming Liu, Jian Yin |
| 2001 | Mining Sequence Patterns from Wind Tunnel Experimental Data for Flight Control. | Zhenyu Liu, Wesley W. Chu, Adam Huang, Chris Folk, Chih-Ming Ho |
| 2001 | Mining Optimal Class Association Rule Set. | Jiuyong Li, Hong Shen, Rodney W. Topor |
| 2001 | Combining the Strength of Pattern Frequency and Distance for Classification. | Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong |
| 2001 | A Characterized Rating Recommend System. | Yao-Tsung Lin, Shian-Shyong Tseng |
| 2001 | Temporal Data Mining Using Hidden Markov-Local Polynomial Models. | Weiqiang Lin, Mehmet A. Orgun, Graham J. Williams |
| 2001 | Generating Concept Hierarchies/Networks: Mining Additional Semantics in Relational Data. | Tsau Young Lin |
| 2001 | iJADE eMiner - A Web-Based Mining Agent Based on Intelligent Java Agent Development Environment (iJADE) on Internet Shopping. | Raymond S. T. Lee, James N. K. Liu |
| 2001 | Meta-learning Models for Automatic Textual Document Categorization. | Kwok-Yin Lai, Wai Lam |