| 2006 | Health monitoring of a shaft transmission system via hybrid models of PCR and PLS. | Yi Fang, Hyun-Woo Cho, Myong Kee Jeong |
| 2005 | Topic-driven Clustering for Document Datasets. | Ying Zhao, George Karypis |
| 2005 | WFIM: Weighted Frequent Itemset Mining with a weight range and a minimum weight. | Unil Yun, John J. Leggett |
| 2005 | Privacy-Preserving Classification of Customer Data without Loss of Accuracy. | Zhiqiang Yang, Sheng Zhong, Rebecca N. Wright |
| 2005 | Matrix Condition Number Prediction with SVM Regression and Feature Selection. | Shuting Xu, Jun Zhang |
| 2005 | A Cutting Algorithm for the Minimum Sum-of-Squared Error Clustering. | Yu Xia, Jiming Peng |
| 2005 | Kronecker Factorization for Speeding up Kernel Machines. | Gang Wu, Zhihua Zhang, Edward Y. Chang |
| 2005 | Privacy Aware Market Basket Data Set Generation: A Feasible Approach for Inverse Frequent Set Mining. | Xintao Wu, Ying Wu, Yongge Wang, Yingjiu Li |
| 2005 | Learning to Refine Ontology for a New Web Site Using a Bayesian Approach. | Tak-Lam Wong, Wai Lam |
| 2005 | Mining Top-K Itemsets over a Sliding Window Based on Zipfian Distribution. | Raymond Chi-Wing Wong, Ada Wai-Chee Fu |
| 2005 | A Spectral Clustering Approach To Finding Communities in Graph. | Scott White, Padhraic Smyth |
| 2005 | Building Decision Trees on Records Linked through Key References. | Ke Wang, Yabo Xu, Philip S. Yu, Rong She |
| 2005 | Near-Neighbor Search in Pattern Distance Spaces. | Haixun Wang, Chang-Shing Perng, Philip S. Yu |
| 2005 | HARMONY: Efficiently Mining the Best Rules for Classification. | Jianyong Wang, George Karypis |
| 2005 | On Periodicity Detection and Structural Periodic Similarity. | Michail Vlachos, Philip S. Yu, Vittorio Castelli |
| 2005 | CBS: A New Classification Method by Using Sequential Patterns. | Vincent Shin-Mu Tseng, Chao-Hui Lee |
| 2005 | Efficient Allocation of Marketing Resources using Dynamic Programming. | Giuliano Tirenni, Abderrahim Labbi, Andr Elisseeff, Cesar Berrospi |
| 2005 | Iterative Mining for Rules with Constrained Antecedents. | Zheng Sun, Philip S. Yu, Xiang-Yang Li |
| 2005 | Variational Learning for Noisy-OR Component Analysis. | Toms Singliar, Milos Hauskrecht |
| 2005 | Pushing Feature Selection Ahead Of Join. | Rong She, Ke Wang, Yabo Xu, Philip S. Yu |
| 2005 | Three Myths about Dynamic Time Warping Data Mining. | Chotirat (Ann) Ratanamahatana, Eamonn J. Keogh |
| 2005 | Influence in Ratings-Based Recommender Systems: An Algorithm-Independent Approach. | Al Mamunur Rashid, George Karypis, John Riedl |
| 2005 | Gaussian Processes for Active Data Mining of Spatial Aggregates. | Naren Ramakrishnan, Chris Bailey-Kellogg, Satish Tadepalli, Varun Pandey |
| 2005 | Parallel Computation of RBF Kernels for Support Vector Classifiers. | Shibin Qiu, Terran Lane |
| 2005 | Correcting Sampling Bias in Structural Genomics through Iterative Selection of Underrepresented Targets. | Kang Peng, Slobodan Vucetic, Zoran Obradovic |