| 2005 | On Variable Constraints in Privacy Preserving Data Mining. | Charu C. Aggarwal, Philip S. Yu |
| 2005 | Online Analysis of Community Evolution in Data Streams. | Charu C. Aggarwal, Philip S. Yu |
| 2005 | On Abnormality Detection in Spuriously Populated Data Streams. | Charu C. Aggarwal |
| 2004 | A Foundational Approach to Mining Itemset Utilities from Databases. | Hong Yao, Howard J. Hamilton, Cory J. Butz |
| 2004 | HICAP: Hierarchical Clustering with Pattern Preservation. | Hui Xiong, Michael S. Steinbach, Pang-Ning Tan, Vipin Kumar |
| 2004 | A Framework for Discovering Co-Location Patterns in Data Sets with Extended Spatial Objects. | Hui Xiong, Shashi Shekhar, Yan Huang, Vipin Kumar, Xiaobin Ma, Jin Soung Yoo |
| 2004 | BAMBOO: Accelerating Closed Itemset Mining by Deeply Pushing the Length-Decreasing Support Constraint. | Jianyong Wang, George Karypis |
| 2004 | Privacy Preserving Nave Bayes Classifier for Vertically Partitioned Data. | Jaideep Vaidya, Chris Clifton |
| 2004 | A General Probabilistic Framework for Mining Labeled Ordered Trees. | Nobuhisa Ueda, Kiyoko F. Aoki, Hiroshi Mamitsuka |
| 2004 | A Mixture Model for Clustering Ensembles. | Alexander P. Topchy, Anil K. Jain, William F. Punch |
| 2004 | Resource-Aware Mining with Variable Granularities in Data Streams. | Wei-Guang Teng, Ming-Syan Chen, Philip S. Yu |
| 2004 | Mixture Density Mercer Kernels: A Method to Learn Kernels Directly from Data. | Ashok N. Srivastava |
| 2004 | Minimum Sum-Squared Residue Co-Clustering of Gene Expression Data. | Hyuk Cho, Inderjit S. Dhillon, Yuqiang Guan, Suvrit Sra |
| 2004 | Continuous-Time Bayesian Modeling of Clinical Data. | Sathyakama Sandilya, R. Bharat Rao |
| 2004 | Making Time-Series Classification More Accurate Using Learned Constraints. | Chotirat (Ann) Ratanamahatana, Eamonn J. Keogh |
| 2004 | Mining Text for Word Senses Using Independent Component Analysis. | Reinhard Rapp |
| 2004 | Analytical Evaluation of Clustering Results Using Computational Negative Controls. | Ronald K. Pearson, Tom Zylkin, James S. Schwaber, Gregory E. Gonye |
| 2004 | Text Mining Using Non-Negative Matrix Factorizations. | V. Paul Pauca, Farial Shahnaz, Michael W. Berry, Robert J. Plemmons |
| 2004 | Reservoir-Based Random Sampling with Replacement from Data Stream. | Byung-Hoon Park, George Ostrouchov, Nagiza F. Samatova, Al Geist |
| 2004 | RBA: An Integrated Framework for Regression based on Association Rules. | Aysel Ozgur, Pang-Ning Tan, Vipin Kumar |
| 2004 | An Abstract Weighting Framework for Clustering Algorithms. | Richard Nock, Frank Nielsen |
| 2004 | Mining Relationships Between Interacting Episodes. | Carl Mooney, John F. Roddick |
| 2004 | Class-Specific Ensembles for Active Learning. | Amit Mandvikar, Huan Liu |
| 2004 | IFD: Iterative Feature and Data Clustering. | Tao Li, Sheng Ma |
| 2004 | Basic Association Rules. | Guichong Li, Howard J. Hamilton |