| 2001 | A Characterized Rating Recommend System. Yao-Tsung Lin, Shian-Shyong Tseng |
| 2001 | A Hybrid Approach to Clustering in Very Large Databases. Aoying Zhou, Weining Qian, Hailei Qian, Wen Jin, Shuigeng Zhou, Ye Fan |
| 2001 | A Rough Set-Based Clustering Method with Modification of Equivalence Relations. Shoji Hirano, Tomohiro Okuzaki, Yutaka Hata, Shusaku Tsumoto, Kouhei Tsumoto |
| 2001 | A Scalable Algorithm for Rule Post-pruning of Large Decision Trees. Trong Dung Nguyen, Tu Bao Ho, Hiroshi Shimodaira |
| 2001 | A Similarity Indexing Method for the Data Warehousing - Bit-Wise Indexing Method. Wei-Chou Chen, Shian-Shyong Tseng, Lu-Ping Chang, Mon-Fong Jiang |
| 2001 | A Toolbox Approach to Flexible and Efficient Data Mining. Ole Møller Nielsen, Peter Christen, Markus Hegland, Tatiana Semenova, Timothy Hancock |
| 2001 | An Efficient Data Compression Approach to the Classification Task. Claudia Diamantini, Maurizio Panti |
| 2001 | An Improved Learning Algorithm for Augmented Naive Bayes. Huajie Zhang, Charles X. Ling |
| 2001 | Applying Pattern Mining to Web Information Extraction. Chia-Hui Chang, Shao-Chen Lui, Yen-Chin Wu |
| 2001 | Automatic Hypertext Construction through a Text Mining Approach by Self-Organizing Maps. Hsin-Chang Yang, Chung-Hong Lee |
| 2001 | Boosting the Performance of Nearest Neighbour Methods with Feature Selection. Shlomo Geva |
| 2001 | Building Behaviour Knowledge Space to Make Classification Decision. Xiuzhen Zhang, Guozhu Dong, Kotagiri Ramamohanarao |
| 2001 | Combining the Strength of Pattern Frequency and Distance for Classification. Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong |
| 2001 | Concept Approximation in Concept Lattice. Keyun Hu, Yuefei Sui, Yuchang Lu, Ju Wang, Chunyi Shi |
| 2001 | Criteria on Proximity Graphs for Boundary Extraction and Spatial Clustering. Vladimir Estivill-Castro, Ickjai Lee, Alan T. Murray |
| 2001 | Data Allocation Algorithm for Parallel Association Rule Discovery. Anna M. Manning, John A. Keane |
| 2001 | Determining Progression in Glaucoma Using Visual Fields. Andrew Turpin, Eibe Frank, Mark Hall, Ian H. Witten, Chris A. Johnson |
| 2001 | Direct Domain Knowledge Inclusion in the PA3 Rule Induction Algorithm. Pedro de Almeida |
| 2001 | Direct and Incremental Computing of Maximal Covering Rules. Marzena Kryszkiewicz |
| 2001 | Discovery of Frequent Tree Structured Patterns in Semistructured Web Documents. Tetsuhiro Miyahara, Takayoshi Shoudai, Tomoyuki Uchida, Kenichi Takahashi, Hiroaki Ueda |
| 2001 | Efficient Algorithms for Concept Space Construction. Chi-Yuen Ng, Joseph Lee, Felix Cheung, Ben Kao, David Wai-Lok Cheung |
| 2001 | Efficient Hierarchical Clustering Algorithms Using Partially Overlapping Partitions. Manoranjan Dash, Huan Liu |
| 2001 | Efficient Mining of Niches and Set Routines. Guozhu Dong, Kaustubh Deshpande |
| 2001 | Empirical Study of Recommender Systems Using Linear Classifiers. Vijay S. Iyengar, Tong Zhang |
| 2001 | Evaluation of Interestingness Measures for Ranking Discovered Knowledge. Robert J. Hilderman, Howard J. Hamilton |
| 2001 | FFS - An I/O-Efficient Algorithm for Mining Frequent Sequences. Minghua Zhang, Ben Kao, Chi Lap Yip, David Wai-Lok Cheung |
| 2001 | Feature Selection for Meta-learning. Alexandros Kalousis, Melanie Hilario |
| 2001 | Feature Selection for Temporal Health Records. Rohan A. Baxter, Graham J. Williams, Hongxing He |
| 2001 | Generalised RBF Networks Trained Using an IBL Algorithm for Mining Symbolic Data. Liviu Vladutu, Stergios Papadimitriou, Seferina Mavroudi, Anastasios Bezerianos |
| 2001 | Generating Concept Hierarchies/Networks: Mining Additional Semantics in Relational Data. Tsau Young Lin |
| 2001 | Generating Frequent Patterns with the Frequent Pattern List. Fan-Chen Tseng, Ching-Chi Hsu |
| 2001 | Hierarchical Classification of Documents with Error Control. Chun Hung Cheng, Jian Tang, Ada Wai-Chee Fu, Irwin King |
| 2001 | Importance of Individual Variables in the k -Means Algorithm. Juha Vesanto |
| 2001 | Incompleteness in Data Mining. H. V. Jagadish |
| 2001 | Interactive Construction of Decision Trees. Jianchao Han, Nick Cercone |
| 2001 | Knowledge Acquisition from Both Human Expert and Data. Takuya Wada, Hiroshi Motoda, Takashi Washio |
| 2001 | Knowledge Discovery and Data Mining - PAKDD 2001, 5th Pacific-Asia Conference, Hong Kong, China, April 16-18, 2001, Proceedings David Wai-Lok Cheung, Graham J. Williams, Qing Li |
| 2001 | Learning Bayesian Networks with Hidden Variables Using the Combination of EM and Evolutionary Algorithms. Fengzhan Tian, Yuchang Lu, Chunyi Shi |
| 2001 | Meta-learning Models for Automatic Textual Document Categorization. Kwok-Yin Lai, Wai Lam |
| 2001 | Micro Similarity Queries in Time Series Database. Xiaoming Jin, Yuchang Lu, Chunyi Shi |
| 2001 | Mining E-Commerce Data: The Good, the Bad, and the Ugly. Ron Kohavi |
| 2001 | Mining Optimal Class Association Rule Set. Jiuyong Li, Hong Shen, Rodney W. Topor |
| 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 | Neighborhood Dependencies for Prediction. Renaud Bassée, Jef Wijsen |
| 2001 | On Application of Rough Data Mining Methods to Automatic Construction of Student Models. Feng-Hsu Wang, Shiou-Wen Hung |
| 2001 | Optimizing the Induction of Alternating Decision Trees. Bernhard Pfahringer, Geoffrey Holmes, Richard Kirkby |
| 2001 | Patterns Discovery Based on Time-Series Decomposition. Jeffrey Xu Yu, Michael K. Ng, Joshua Zhexue Huang |
| 2001 | Peculiarity Oriented Mining and Its Application for Knowledge Discovery in Amino-Acid Data. Ning Zhong, Muneaki Ohshima, Setsuo Ohsuga |
| 2001 | Predictive Self-Organizing Networks for Text Categorization. Ah-Hwee Tan |
| 2001 | Representing Large Concept Hierarchies Using Lattice Data Structure. Yanee Kachai, Kitsana Waiyamai |
| 2001 | Rule Reduction over Numerical Attributes in Decision Tree Using Multilayer Perceptron. DaeEun Kim, Jaeho Lee |
| 2001 | Scalable Hierarchical Clustering Method for Sequences of Categorical Values. Tadeusz Morzy, Marek Wojciechowski, Maciej Zakrzewicz |
| 2001 | Seabreeze Prediction Using Bayesian Networks. Russell J. Kennett, Kevin B. Korb, Ann E. Nicholson |
| 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 | Sequential Index Structure for Content-Based Retrieval. Maciej Zakrzewicz |
| 2001 | Temporal Data Mining Using Hidden Markov-Local Polynomial Models. Weiqiang Lin, Mehmet A. Orgun, Graham J. Williams |
| 2001 | Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification. Eui-Hong Han, George Karypis, Vipin Kumar |
| 2001 | The S Haixun Wang, Chang-Shing Perng |
| 2001 | Topic Detection, Tracking, and Trend Analysis Using Self-Organizing Neural Networks. Kanagasabai Rajaraman, Ah-Hwee Tan |
| 2001 | Towards Efficient Data Re-mining (DRM). Jiming Liu, Jian Yin |
| 2001 | User-Defined Association Mining. Ke Wang, Yu He |
| 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 |