| 2002 | A Clustering Technique for Mining Data from Text Tables. Hasan Davulcu, Saikat Mukherjee, I. V. Ramakrishnan |
| 2002 | A Data Parallel Approach for Large-Scale Gaussian Process Modeling. Arindam Choudhury, Prasanth B. Nair, Andy J. Keane |
| 2002 | A Framework for Scalable Cost-sensitive Learning Based on Combing Probabilities and Benefits. Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo |
| 2002 | A Pattern Search Method for Model Selection of Support Vector Regression. Michinari Momma, Kristin P. Bennett |
| 2002 | Approximate Splitting for Ensembles of Trees using Histograms. Chandrika Kamath, Erick Cantú-Paz, David Littau |
| 2002 | Autoregressive Tree Models for Time-Series Analysis. Christopher Meek, David Maxwell Chickering, David Heckerman |
| 2002 | CHARM: An Efficient Algorithm for Closed Itemset Mining. Mohammed Javeed Zaki, Ching-Jiu Hsiao |
| 2002 | Cluster Selection in Divisive Clustering Algorithms. Sergio M. Savaresi, Daniel Boley, Sergio Bittanti, Giovanna Gazzaniga |
| 2002 | Collusion in the U. S. Crop Insurance Program: Applied Data Mining. Bertis B. Little, Walter L. Johnston, Ashley C. Lovell, Roderick M. Rejesus, Steve A. Steed |
| 2002 | Discovering Frequent Substructures from Hierarchical Semi-structured Data. Gao Cong, Lan Yi, Bing Liu, Ke Wang |
| 2002 | Discovering Fully Dependent Patterns. Feng Liang, Sheng Ma, Joseph L. Hellerstein |
| 2002 | Efficient Filtering of Large DatasetA User-Centric Paradigm. Yi Xia, Wei Wang, Jiong Yang, Philip S. Yu, Richard R. Muntz |
| 2002 | Efficient Local Flexible Nearest Neighbor Classification. Carlotta Domeniconi, Dimitrios Gunopulos |
| 2002 | Efficient Substructure Discovery from Large Semi-structured Data. Tatsuya Asai, Kenji Abe, Shinji Kawasoe, Hiroki Arimura, Hiroshi Sakamoto, Setsuo Arikawa |
| 2002 | Ensemble-based Adaptive Intrusion Detection. Wei Fan, Salvatore J. Stolfo |
| 2002 | Evaluating the Performance of Association Mining Methods in 3-D Medical Image Databases. Vasileios Megalooikonomou |
| 2002 | Explicit Thermodynamic Properties using Radial Basis Functions Neural Networks. Olivier Adam, Olivier Léonard |
| 2002 | Extracting Precursor Rules from Time SeriesA Classical Statistical Viewpoint. João B. D. Cabrera, Raman K. Mehra |
| 2002 | Incremental Support Vector Machine Classification. Glenn Fung, Olvi L. Mangasarian |
| 2002 | Instance Selection Techniques for Memory-based Collaborative Filtering. Kai Yu, Xiaowei Xu, Jianjua Tao, Martin Ester, Hans-Peter Kriegel |
| 2002 | Iterative Deepening Dynamic Time Warping for Time Series. Selina Chu, Eamonn J. Keogh, David M. Hart, Michael J. Pazzani |
| 2002 | Learning Simple Relations: Theory and Applications. Pavel Berkhin, Jonathan D. Becher |
| 2002 | MedMeSH Summarizer: Text Mining for Gene Clusters. Pankaj Kankar, Sudeshna Adak, A. Sarkar, K. Murali, Gaurav Sharma |
| 2002 | Mining Frequent Itemsets in Evolving Databases. Adriano Veloso, Wagner Meira Jr., Márcio de Carvalho, Bruno Pôssas, Srinivasan Parthasarathy, Mohammed Javeed Zaki |
| 2002 | Mining Relationship between Triggering and Consequential Events in a Short Transaction Database. Chang-Hung Lee, Philip S. Yu, Ming-Syan Chen |
| 2002 | On Scaling Up Balanced Clustering Algorithms. Arindam Banerjee, Joydeep Ghosh |
| 2002 | On the Optimal Clustering of Sequential Data. Cheng-Ru Lin, Ming-Syan Chen |
| 2002 | One Step Evolutionary Mining of Context Sensitive Associations and Web Navigation Patterns. Olfa Nasraoui, Raghu Krishnapuram |
| 2002 | Proceedings of the Second SIAM International Conference on Data Mining, Arlington, VA, USA, April 11-13, 2002 Robert L. Grossman, Jiawei Han, Vipin Kumar, Heikki Mannila, Rajeev Motwani |
| 2002 | Segmented Regression Estimators for Massive Data Sets. Ramesh Natarajan, Edwin P. D. Pednault |
| 2002 | Shared Memory Paraellization of Data Mining Algorithms: Techniques, Programming Interface, and Performance. Ruoming Jin, Gagan Agrawal |
| 2002 | The Power of Second-Order Decision Tables. Rattikorn Hewett, John H. Leuchner |
| 2002 | Visualizing Clustering Results. Ian Davidson |
| 2002 | VizCluster: An Interactive Visualization Approach to Cluster Analysis and Its Application on Microarray Data. Li Zhang, Chun Tang, Yong Shi, Yuqing Song, Aidong Zhang, Murali Ramanathan |
| 2002 | Why the Information Explosion Can Be Bad for Data Mining, and How Data Fusion Provides a Way Out. Peter van der Putten, Joost N. Kok, Amar Gupta |