| 2002 | A Comparative Study of RNN for Outlier Detection in Data Mining. Graham J. Williams, Rohan A. Baxter, Hongxing He, Simon Hawkins, Lifang Gu |
| 2002 | A Comparison Study on Algorithms for Incremental Update of Frequent Sequences. Minghua Zhang, Ben Kao, Chi Lap Yip |
| 2002 | A Formal Model for User Preference. Sung Young Jung, Jeong-Hee Hong, Taek-Soo Kim |
| 2002 | A Hybrid Approach to Discover Bayesian Networks From Databases Using Evolutionary Programming. Man Leung Wong, Shing Yan Lee, Kwong-Sak Leung |
| 2002 | A Lazy Approach to Pruning Classification Rules. Elena Baralis, Paolo Garza |
| 2002 | A New Algorithm for Learning Parameters of a Bayesian Network from Distributed Data. Rong Chen, Krishnamoorthy Sivakumar |
| 2002 | A Parameterless Method for Efficiently Discovering Clusters of Arbitrary Shape in Large Datasets. Andrew Foss, Osmar R. Zaïane |
| 2002 | A Personalized Music Filtering System Based on Melody Style Classification. Fang-Fei Kuo, Man-Kwan Shan |
| 2002 | A Self-Organizing Map with Expanding Force for Data Clustering and Visualization. Wing-Ho Shum, Huidong Jin, Kwong-Sak Leung, Man Leung Wong |
| 2002 | A Theory of Inductive Query Answering. Luc De Raedt, Manfred Jaeger, Sau Dan Lee, Heikki Mannila |
| 2002 | A new implementation technique for fast Spectral based document retrieval systems. Laurence Anthony F. Park, Marimuthu Palaniswami, Kotagiri Ramamohanarao |
| 2002 | Adapting Information Extraction Knowledge For Unseen Web Sites. Tak-Lam Wong, Wai Lam |
| 2002 | Adapting classification rule induction to subgroup discovery. Nada Lavrac, Peter A. Flach, Branko Kavsek, Ljupco Todorovski |
| 2002 | Adaptive Parallel Sentences Mining from Web Bilingual News Collection. Bing Zhao, Stephan Vogel |
| 2002 | Adaptive Ripple Down Rules Method based on Minimum Description Length Principle. Tetsuya Yoshida, Hiroshi Motoda, Takashi Washio |
| 2002 | Adaptive and Resource-Aware Mining of Frequent Sets. Salvatore Orlando, Paolo Palmerini, Raffaele Perego, Fabrizio Silvestri |
| 2002 | Adaptive dimension reduction for clustering high dimensional data. Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Horst D. Simon |
| 2002 | An Algebraic Approach to Data Mining: Some Examples. Robert L. Grossman, Richard G. Larson |
| 2002 | An Incremental Approach to Building a Cluster Hierarchy. Dwi H. Widyantoro, Thomas R. Ioerger, John Yen |
| 2002 | Association Analysis with One Scan of Databases. Hao Huang, Xindong Wu, Richard Relue |
| 2002 | Attribute (Feature) Completion - The Theory of Attributes from Data Mining Prospect. Tsau Young Lin |
| 2002 | Automatic Web Page Classification in a Dynamic and Hierarchical Way. Xiaogang Peng, Ben Choi |
| 2002 | Cluster merging and splitting in hierarchical clustering algorithms. Chris H. Q. Ding, Xiaofeng He |
| 2002 | Clustering Spatial Data when Facing Physical Constraints. Osmar R. Zaïane, Chi-Hoon Lee |
| 2002 | Comparison of Lazy Bayesian Rule and Tree-Augmented Bayesian Learning. Zhihai Wang, Geoffrey I. Webb |
| 2002 | Computing Frequent Graph Patterns from Semistructured Data. Natalia Vanetik, Ehud Gudes, Solomon Eyal Shimony |
| 2002 | Concept Tree Based Clustering Visualization with Shaded Similarity Matrices. Jun Wang, Bei Yu, Les Gasser |
| 2002 | Considering Both Intra-Pattern and Inter-Pattern Anomalies for Intrusion Detection. Ning Jiang, Kien A. Hua, Simon Sheu |
| 2002 | Convex Hull Ensemble Machine. Yongdai Kim |
| 2002 | Delta B+ Tree: Indexing 3D Point Sets for Pattern Discovery. Xiong Wang |
| 2002 | Demand Forecasting by the Neural Network with Discrete Fourier Transform. Mariko Yohda, Makiko Saito-Arita, Akira Okada, Ryota Suzuki, Yoshitsugu Kakemoto |
| 2002 | Discovering Frequent Geometric Subgraphs. Michihiro Kuramochi, George Karypis |
| 2002 | Discovery of Interesting Association Rules from Livelink Web Log Data. Xiangji Huang, Aijun An, Nick Cercone, Gary Promhouse |
| 2002 | Discriminative Category Matching: Efficient Text Classification for Huge Document Collections. Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Hongjun Lu |
| 2002 | ESRS: A Case Selection Algorithm Using Extended Similarity-based Rough Sets. Liqiang Geng, Howard J. Hamilton |
| 2002 | Efficient Discovery of Common Substructures in Macromolecules. Srinivasan Parthasarathy, Matt Coatney |
| 2002 | Efficient Progressive Sampling for Association Rules. Srinivasan Parthasarathy |
| 2002 | Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing. Naoki Abe, Edwin P. D. Pednault, Haixun Wang, Bianca Zadrozny, Wei Fan, Chidanand Apté |
| 2002 | Employing Discrete Bayes Error rate for discretization and feature selection. Ankush Mittal, Loong Fah Cheong |
| 2002 | Ensemble Modeling Through Multiplicative Adjustment of Class Probability. Se June Hong, Jonathan R. M. Hosking, Ramesh Natarajan |
| 2002 | Estimating the number of segments in time series data using permutation tests. Kari Vasko, Hannu Toivonen |
| 2002 | Evaluating the Utility of Statistical Phrases and Latent Semantic Indexing for Text Classification. Huiwen Wu, Dimitrios Gunopulos |
| 2002 | Evolutionary Time Series Segmentation for Stock Data Mining. Korris Fu-Lai Chung, Tak-Chung Fu, Robert W. P. Luk, Vincent Ng |
| 2002 | Experimentation and Self Learning in Continuous Database Marketing. James E. Pearce, Geoffrey I. Webb, Robin N. Shaw, Brian J. Garner |
| 2002 | Exploring Interestingness Through Clustering: A Framework. Sigal Sahar |
| 2002 | Exploring the Parameter State Space of Stacking. Alexander K. Seewald |
| 2002 | Extraction Techniques for Mining Services from Web Sources. Hasan Davulcu, Saikat Mukherjee, I. V. Ramakrishnan |
| 2002 | FD_Mine: Discovering Functional Dependencies in a Database Using Equivalences. Hong Yao, Howard J. Hamilton, Cory J. Butz |
| 2002 | Feature Selection Algorithms: A Survey and Experimental Evaluation. Luis Carlos Molina, Lluís Belanche, Àngela Nebot |
| 2002 | Feature Selection for Clustering - A Filter Solution. Manoranjan Dash, Kiseok Choi, Peter Scheuermann, Huan Liu |
| 2002 | From Path Tree To Frequent Patterns: A Framework for Mining Frequent Patterns. Yabo Xu, Jeffrey Xu Yu, Guimei Liu, Hongjun Lu |
| 2002 | Generating an informative cover for association rules. Laurentiu Cristofor, Dan A. Simovici |
| 2002 | Heterogeneous Learner for Web Page Classification. Hwanjo Yu, Kevin Chen-Chuan Chang, Jiawei Han |
| 2002 | High Performance Data Mining Using the Nearest Neighbor Join. Christian Böhm, Florian Krebs |
| 2002 | Implementation of a Least Fixpoint Operator for Fast Mining of Relational Databases. Hasan M. Jamil |
| 2002 | Improving Medical/Biological Data Classification Performance by Wavelet Preprocessing. Qi Li, Tao Li, Shenghuo Zhu, Chandra Kambhamettu |
| 2002 | InfoMiner+: Mining Partial Periodic Patterns with Gap Penalties. Jiong Yang, Wei Wang, Philip S. Yu |
| 2002 | Intersection Based Generalization Rules for the Analysis of Symbolic Septic Shock Patient Data. Jürgen Paetz |
| 2002 | Investigative Profiling with Computer Forensic Log Data and Association Rules. Tamas Abraham, Olivier Y. de Vel |
| 2002 | Iterative Clustering of High Dimensional Text Data Augmented by Local Search. Inderjit S. Dhillon, Yuqiang Guan, Jacob Kogan |
| 2002 | Learning from Order Examples. Toshihiro Kamishima, Shotaro Akaho |
| 2002 | Learning with Progressive Transductive Support Vector Machine. Yisong Chen, Guoping Wang, Shihai Dong |
| 2002 | Linear Causal Model Discovery Using the MML criterion. Gang Li, Honghua Dai, Yiqing Tu |
| 2002 | Maintenance of Sequential Patterns for Record Modification Using Pre-large Sequences. Ching-Yao Wang, Tzung-Pei Hong, Shian-Shyong Tseng |
| 2002 | Mining A Set of Coregulated RNA Sequences. Yuh-Jyh Hu |
| 2002 | Mining Associated Implication Networks: Computational Intermarket Analysis. Philip W. Tse, Jiming Liu |
| 2002 | Mining Association Rules from Stars. Eric Ka Ka Ng, Ada Wai-Chee Fu, Ke Wang |
| 2002 | Mining Associations by Pattern Structure in Large Relational Tables. Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu |
| 2002 | Mining Case Bases for Action Recommendation. Qiang Yang, Hong Cheng |
| 2002 | Mining General Temporal Association Rules for Items with Different Exhibition Periods. Cheng-Yue Chang, Ming-Syan Chen, Chang-Hung Lee |
| 2002 | Mining Generalized Association Rules Using Pruning Techniques. Yin-Fu Huang, Chieh-Ming Wu |
| 2002 | Mining Genes in DNA Using GeneScout. Michael M. Yin, Jason Tsong-Li Wang |
| 2002 | Mining Molecular Fragments: Finding Relevant Substructures of Molecules. Christian Borgelt, Michael R. Berthold |
| 2002 | Mining Motifs in Massive Time Series Databases. Pranav Patel, Eamonn J. Keogh, Jessica Lin, Stefano Lonardi |
| 2002 | Mining Online Users? Access Records for Web Business Intelligence. Simon Fong, Serena Chan |
| 2002 | Mining Optimal Actions for Profitable CRM. Charles X. Ling, Tielin Chen, Qiang Yang, Jie Cheng |
| 2002 | Mining Significant Associations in Large Scale Text Corpora. Prabhakar Raghavan, Panayiotis Tsaparas |
| 2002 | Mining Similar Temporal Patterns in Long Time-Series Data and Its Application to Medicine. Shoji Hirano, Shusaku Tsumoto |
| 2002 | Mining Surveillance Video for Independent Motion Detection. Zhongfei Zhang |
| 2002 | Mining Top-K Frequent Closed Patterns without Minimum Support. Jiawei Han, Jianyong Wang, Ying Lu, Petre Tzvetkov |
| 2002 | Mixtures of ARMA Models for Model-Based Time Series Clustering. Yimin Xiong, Dit-Yan Yeung |
| 2002 | Modal-style operators in qualitative data analysis. Ivo Düntsch, Günther Gediga |
| 2002 | Multivariate supervised discretization, a neighborhood graph approach. Fabrice Muhlenbach, Ricco Rakotomalala |
| 2002 | Neighborgram Clustering Interactive Exploration of Cluster Neighborhoods. Michael R. Berthold, Bernd Wiswedel, David E. Patterson |
| 2002 | O-Cluster: Scalable Clustering of Large High Dimensional Data Sets. Boriana L. Milenova, Marcos M. Campos |
| 2002 | Objective-Oriented Utility-Based Association Mining. Yi-Dong Shen, Zhong Zhang, Qiang Yang |
| 2002 | On Active Learning for Data Acquisition. Zhiqiang Zheng, Balaji Padmanabhan |
| 2002 | On Computing Condensed Frequent Pattern Bases. Jian Pei, Guozhu Dong, Wei Zou, Jiawei Han |
| 2002 | On Evaluating Performance of Classifiers for Rare Classes. Mahesh V. Joshi |
| 2002 | On Incorporating Subjective Interestingness Into the Mining Process. Sigal Sahar |
| 2002 | On a Capacity Control Using Boolean Kernels for the Learning of Boolean Functions. Ken Sadohara |
| 2002 | On the Mining of Substitution Rules for Statistically Dependent Items. Wei-Guang Teng, Ming-Jyh Hsieh, Ming-Syan Chen |
| 2002 | Online Algorithms for Mining Semi-structured Data Stream. Tatsuya Asai, Hiroki Arimura, Kenji Abe, Shinji Kawasoe, Setsuo Arikawa |
| 2002 | Optimal Projections of High Dimensional Data. Emilio Corchado, Colin Fyfe |
| 2002 | PERUSE: An Unsupervised Algorithm for Finding Recurrig Patterns in Time Series. Tim Oates |
| 2002 | Phrase-based Document Similarity Based on an Index Graph Model. Khaled M. Hammouda, Mohamed S. Kamel |
| 2002 | Predicting Rare Events In Temporal Domains. Ricardo Vilalta, Sheng Ma |
| 2002 | Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 9-12 December 2002, Maebashi City, Japan |
| 2002 | Progressive Modeling. Wei Fan, Haixun Wang, Philip S. Yu, Shaw-Hwa Lo, Salvatore J. Stolfo |
| 2002 | Progressive and Interactive Analysis of Event Data Using Event Miner. Sheng Ma, Joseph L. Hellerstein, Chang-Shing Perng, Genady Grabarnik |
| 2002 | Recognition of Common Areas in a Web Page Using Visual Information: a possible application in a page classification. Milos Kovacevic, Michelangelo Diligenti, Marco Gori, Veljko M. Milutinovic |
| 2002 | Reviewing RELIEF and its Extensions: A new Approach for Estimating Attributes considering high-correlated Features. Raquel Flórez López |
| 2002 | SLPMiner: An Algorithm for Finding Frequent Sequential Patterns Using Length-Decreasing Support Constraint. Masakazu Seno, George Karypis |
| 2002 | SmartMiner: A Depth First Algorithm Guided by Tail Information for Mining Maximal Frequent Itemsets. Qinghua Zou, Wesley W. Chu, Baojing Lu |
| 2002 | Solving the Fragmentation Problem of Decision Trees by Discovering Boundary Emerging Patterns. Jinyan Li, Limsoon Wong |
| 2002 | Speed-up Iterative Frequent Itemset Mining with Constraint Changes. Gao Cong, Bing Liu |
| 2002 | Telecommunications Strategic Marketing - KDD and Economic Modeling. Stefano Cazzella, Luigi Dragone, Stefano Trisolini |
| 2002 | Text Document Categorization by Term Association. Maria-Luiza Antonie, Osmar R. Zaïane |
| 2002 | Toward XML-Based Knowledge Discovery Systems. Rosa Meo, Giuseppe Psaila |
| 2002 | Towards Automatic Generation of Query Taxonomy: A Hierarchical Query Clustering Approach. Shui-Lung Chuang, Lee-Feng Chien |
| 2002 | TreeFinder: a First Step towards XML Data Mining. Alexandre Termier, Marie-Christine Rousset, Michèle Sebag |
| 2002 | Unsupervised Clustering of Symbol Strings and Context Recognition. John A. Flanagan, Jani Mäntyjärvi, Johan Himberg |
| 2002 | Unsupervised Segmentation of Categorical Time Series into Episodes. Paul R. Cohen, Brent Heeringa, Niall M. Adams |
| 2002 | User-directed Exploration of Mining Space with Multiple Attributes. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein |
| 2002 | Using Category-Based Adherence to Cluster Market-Basket Data. Ching-Huang Yun, Kun-Ta Chuang, Ming-Syan Chen |
| 2002 | Using Sequential and Non-Sequential Patterns in Predictive Web Usage Mining Tasks. Bamshad Mobasher, Honghua Dai, Tao Luo, Miki Nakagawa |
| 2002 | Using Text Mining to Infer Semantic Attributes for Retail Data Mining. Rayid Ghani, Andrew E. Fano |
| 2002 | Using functional PCA for cardiac motion exploration. Denis Clot |
| 2002 | Visually Mining Web User Clickpaths. Teresa Mah, Ying Li |
| 2002 | Wavelet Based UXO Detection. Stephen Hodgson, Neil Dunstan, R. Murison |
| 2002 | gSpan: Graph-Based Substructure Pattern Mining. Xifeng Yan, Jiawei Han |
| 2002 | webSPADE: A Parallel Sequence Mining Algorithm to Analyze Web Log Data. Ayhan Demiriz |