| 2006 | An Intelligent System Based on Kernel Methods for Crop Yield Prediction. | A. Majid Awan, Mohd. Noor Md. Sap |
| 2006 | Summarization and Visualization of Communication Patterns in a Large-Scale Social Network. | Preetha Appan, Hari Sundaram, Belle L. Tseng |
| 2006 | Clustering Multi-represented Objects Using Combination Trees. | Elke Achtert, Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert |
| 2006 | DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking. | Elke Achtert, Christian Bhm, Peer Krger |
| 2006 | Constructive Meta-level Feature Selection Method Based on Method Repositories. | Hidenao Abe, Takahira Yamaguchi |
| 2006 | Evaluating a Rule Evaluation Support Method Based on Objective Rule Evaluation Indices. | Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi |
| 2005 | Accurate Symbolization of Time Series. | Xinqiang Zuo, Xiaoming Jin |
| 2005 | A Neighborhood-Based Clustering Algorithm. | Shuigeng Zhou, Yue Zhao, Jihong Guan, Joshua Zhexue Huang |
| 2005 | A Recent-Biased Dimension Reduction Technique for Time Series Data. | Yanchang Zhao, Chengqi Zhang, Shichao Zhang |
| 2005 | Performance Measurements for Privacy Preserving Data Mining. | Nan Zhang, Wei Zhao, Jianer Chen |
| 2005 | A Kernel Function Method in Clustering. | Ling Zhang, Tao Wu, Yanping Zhang |
| 2005 | Rule Extraction from Trained Support Vector Machines. | Ying Zhang, Hongye Su, Tao Jia, Jian Chu |
| 2005 | Adaptive Nonlinear Auto-Associative Modeling Through Manifold Learning. | Junping Zhang, Stan Z. Li |
| 2005 | WLPMiner: Weighted Frequent Pattern Mining with Length-Decreasing Support Constraints. | Unil Yun, John J. Leggett |
| 2005 | Graph Partition Model for Robust Temporal Data Segmentation. | Jinhui Yuan, Bo Zhang, Fuzong Lin |
| 2005 | Mining Time-Profiled Associations: An Extended Abstract. | Jin Soung Yoo, Pusheng Zhang, Shashi Shekhar |
| 2005 | Dynamic Cluster Formation Using Level Set Methods. | Andy M. Yip, Chris H. Q. Ding, Tony F. Chan |
| 2005 | CL | Kiyoung Yang, Hyunjin Yoon, Cyrus Shahabi |
| 2005 | A Divide and Conquer Approach for Deriving Partially Ordered Sub-structures. | Sadok Ben Yahia, Yahya Slimani, Jihem Rezgui |
| 2005 | ADenTS: An Adaptive Density-Based Tree Structure for Approximating Aggregate Queries over Real Attributes. | Tianyi Wu, Jian Xu, Chen Wang, Wei Wang, Baile Shi |
| 2005 | Kernels over Relational Algebra Structures. | Adam Woznica, Alexandros Kalousis, Melanie Hilario |
| 2005 | A Novel Indexing Method for Efficient Sequence Matching in Large DNA Database Environment. | Jung-Im Won, Jeehee Yoon, Sanghyun Park, Sang-Wook Kim |
| 2005 | On Multiple Query Optimization in Data Mining. | Marek Wojciechowski, Maciej Zakrzewicz |
| 2005 | Using Term Clustering and Supervised Term Affinity Construction to Boost Text Classification. | Chong Wang, Wenyuan Wang |
| 2005 | Collecting Topic-Related Web Pages for Link Structure Analysis by Using a Potential Hub and Authority First Approach. | Leuo-hong Wang, Tong-Wen Lee |