| 2008 | A Simple Characterization on Serially Constructible Episodes. | Takashi Katoh, Kouichi Hirata |
| 2008 | Interactive Visualization System for Decision Making Support in Online Shopping. | Tomoki Kajinami, Takashi Makihara, Yasufumi Takama |
| 2008 | Evaluating Standard Techniques for Implicit Diversity. | Ulf Johansson, Tuve Lfstrm, Lars Niklasson |
| 2008 | Minimum Variance Associations - Discovering Relationships in Numerical Data. | Szymon Jaroszewicz |
| 2008 | Interactive Abnormal Condition Sign Discovery for Hydroelectric Power Plants. | Norihiko Ito, Takashi Onoda, Hironobu Yamasaki |
| 2008 | Relational Pattern Mining Based on Equivalent Classes of Properties Extracted from Samples. | Nobuhiro Inuzuka, Jun-ichi Motoyama, Shinpei Urazawa, Tomofumi Nakano |
| 2008 | ANEMI: An Adaptive Neighborhood Expectation-Maximization Algorithm with Spatial Augmented Initialization. | Tianming Hu, Hui Xiong, Xueqing Gong, Sam Yuan Sung |
| 2008 | I/O Scalable Bregman Co-clustering. | Kuo-Wei Hsu, Arindam Banerjee, Jaideep Srivastava |
| 2008 | Rule Extraction with Rough-Fuzzy Hybridization Method. | Nan-Chen Hsieh |
| 2008 | Forecasting Urban Air Pollution Using HMM-Fuzzy Model. | M. Maruf Hossain, Md. Rafiul Hassan, Michael Kirley |
| 2008 | Cost-Sensitive Classifier Evaluation Using Cost Curves. | Robert C. Holte, Chris Drummond |
| 2008 | Detection of Risk Factors as Temporal Data Mining. | Shoji Hirano, Shusaku Tsumoto |
| 2008 | Unsupervised Change Analysis Using Supervised Learning. | Shohei Hido, Tsuyoshi Id, Hisashi Kashima, Harunobu Kubo, Hirofumi Matsuzawa |
| 2008 | Fast k Most Similar Neighbor Classifier for Mixed Data Based on Approximating and Eliminating. | Selene Hernndez-Rodrguez, Jess Ariel Carrasco-Ochoa, Jos Francisco Martnez Trinidad |
| 2008 | Privacy-Preserving Linear Fisher Discriminant Analysis. | Shuguo Han, Wee Keong Ng |
| 2008 | On Addressing Accuracy Concerns in Privacy Preserving Association Rule Mining. | Ling Guo, Songtao Guo, Xintao Wu |
| 2008 | Customer Churn Time Prediction in Mobile Telecommunication Industry Using Ordinal Regression. | Rupesh K. Gopal, Saroj K. Meher |
| 2008 | Detecting Near-Duplicates in Large-Scale Short Text Databases. | Caichun Gong, Yulan Huang, Xueqi Cheng, Shuo Bai |
| 2008 | Feature Construction Based on Closedness Properties Is Not That Simple. | Dominique Gay, Nazha Selmaoui, Jean-Franois Boulicaut |
| 2008 | Tradeoff Analysis of Different Markov Blanket Local Learning Approaches. | Shunkai Fu, Michel C. Desmarais |
| 2008 | Graph Mining: Laws, Generators and Tools. | Christos Faloutsos |
| 2008 | Accurate and Efficient Retrieval of Multimedia Time Series Data Under Uniform Scaling and Time Warping. | Waiyawuth Euachongprasit, Chotirat Ann Ratanamahatana |
| 2008 | Efficient Mining of High Utility Itemsets from Large Datasets. | Alva Erwin, Raj P. Gopalan, N. R. Achuthan |
| 2008 | Maintaining Optimal Multi-way Splits for Numerical Attributes in Data Streams. | Tapio Elomaa, Petri Lehtinen |
| 2008 | Kernel Functions Based on Derivation. | Koichiro Doi, Akihiro Yamamoto |