| 2010 | Distributed Knowledge Discovery with Non Linear Dimensionality Reduction. | Panagis Magdalinos, Michalis Vazirgiannis, Dialecti Valsamou |
| 2010 | Empower People with Knowledge: The Next Frontier for Web Search. | Wei-Ying Ma |
| 2010 | Cost-Sensitive Listwise Ranking Approach. | Min Lu, Maoqiang Xie, Yang Wang, Jie Liu, Yalou Huang |
| 2010 | Fast Orthogonal Nonnegative Matrix Tri-Factorization for Simultaneous Clustering. | Zhao Li, Xindong Wu, Zhenyu Lu |
| 2010 | Anonymizing Transaction Data by Integrating Suppression and Generalization. | Junqiang Liu, Ke Wang |
| 2010 | Ontology-Based Mining of Brainwaves: A Sequence Similarity Technique for Mapping Alternative Features in Event-Related Potentials (ERP) Data. | Haishan Liu, Gwen A. Frishkoff, Robert M. Frank, Dejing Dou |
| 2010 | Multivariate Equi-width Data Swapping for Private Data Publication. | Yidong Li, Hong Shen |
| 2010 | Hierarchical Web-Page Clustering via In-Page and Cross-Page Link Structures. | Cindy Xide Lin, Yintao Yu, Jiawei Han, Bing Liu |
| 2010 | Subsequence Matching of Stream Synopses under the Time Warping Distance. | Su-Chen Lin, Mi-Yen Yeh, Ming-Syan Chen |
| 2010 | Subseries Join: A Similarity-Based Time Series Match Approach. | Yi Lin, Michael D. McCool |
| 2010 | A Better Strategy of Discovering Link-Pattern Based Communities by Classical Clustering Methods. | Chen-Yi Lin, Jia-Ling Koh, Arbee L. P. Chen |
| 2010 | Multi-Source Skyline Queries Processing in Multi-Dimensional Space. | Cuiping Li, Wenlin He, Hong Chen |
| 2010 | Decentralisation of ScoreFinder: A Framework for Credibility Management on User-Generated Contents. | Yang Liao, Aaron Harwood, Kotagiri Ramamohanarao |
| 2010 | Discovery of Patterns in Global Earth Science Data Using Data Mining. | Vipin Kumar |
| 2010 | Bulk Loading Hierarchical Mixture Models for Efficient Stream Classification. | Philipp Kranen, Ralph Krieger, Stefan Denker, Thomas Seidl |
| 2010 | Valency Based Weighted Association Rule Mining. | Yun Sing Koh, Russel Pears, Wai-Kiang Yeap |
| 2010 | Robust Outlier Detection Using Commute Time and Eigenspace Embedding. | Nguyen Lu Dang Khoa, Sanjay Chawla |
| 2010 | Fast Discovery of Reliable | Melissa Kasari, Hannu Toivonen, Petteri Hintsanen |
| 2010 | Resource-Bounded Information Extraction: Acquiring Missing Feature Values on Demand. | Pallika H. Kanani, Andrew McCallum, Shaohan Hu |
| 2010 | Blog Opinion Retrieval Based on Topic-Opinion Mixture Model. | Peng Jiang, Chunxia Zhang, Qing Yang, Zhendong Niu |
| 2010 | Efficient Deep Web Crawling Using Reinforcement Learning. | Lu Jiang, Zhaohui Wu, Qian Feng, Jun Liu, Qinghua Zheng |
| 2010 | Learning Gradients with Gaussian Processes. | Xinwei Jiang, Junbin Gao, Tianjiang Wang, Paul Wing Hing Kwan |
| 2010 | GTRACE2: Improving Performance Using Labeled Union Graphs. | Akihiro Inokuchi, Takashi Washio |
| 2010 | DPSP: Distributed Progressive Sequential Pattern Mining on the Cloud. | Jen-Wei Huang, Su-Chen Lin, Ming-Syan Chen |
| 2010 | Relationship between Diversity and Correlation in Multi-Classifier Systems. | Kuo-Wei Hsu, Jaideep Srivastava |