| 2008 | A New Model for Image Annotation. | Sanparith Marukatat |
| 2008 | Learning User Purchase Intent from User-Centric Data. | Rajan M. Lukose, Jiye Li, Jing Zhou, Satyanarayana Raju Penmetsa |
| 2008 | Connectivity Based Stream Clustering Using Localised Density Exemplars. | Sebastian Lhr, Mihai M. Lazarescu |
| 2008 | Efficient Joint Clustering Algorithms in Optimization and Geography Domains. | Chia-Hao Lo, Wen-Chih Peng |
| 2008 | Active Learning with Misclassification Sampling Using Diverse Ensembles Enhanced by Unlabeled Instances. | Jun Long, Jianping Yin, En Zhu, Wentao Zhao |
| 2008 | Mining Bulletin Board Systems Using Community Generation. | Ming Li, Zhongfei (Mark) Zhang, Zhi-Hua Zhou |
| 2008 | Using Ontology-Based User Preferences to Aggregate Rank Lists in Web Search. | Lin Li, Zhenglu Yang, Masaru Kitsuregawa |
| 2008 | Text Categorization of Multilingual Web Pages in Specific Domain. | Jicheng Liu, Chunyan Liang |
| 2008 | Extreme Support Vector Machine Classifier. | Qiuge Liu, Qing He, Zhongzhi Shi |
| 2008 | An Automata Based Authorship Identification System. | Tsau Young Lin, Shangxuan Zhang |
| 2008 | The Application of Echo State Network in Stock Data Mining. | Xiaowei Lin, Zehong Yang, Yixu Song |
| 2008 | A Tree-Based Approach for Frequent Pattern Mining from Uncertain Data. | Carson Kai-Sang Leung, Mark Anthony F. Mateo, Dale A. Brajczuk |
| 2008 | FIsViz: A Frequent Itemset Visualizer. | Carson Kai-Sang Leung, Pourang Irani, Christopher L. Carmichael |
| 2008 | Generation of Globally Relevant Continuous Features for Classification. | Sylvain Ltourneau, Stan Matwin, A. Fazel Famili |
| 2008 | A Comparison of Different Off-Centered Entropies to Deal with Class Imbalance for Decision Trees. | Philippe Lenca, Stphane Lallich, Thanh-Nghi Do, Nguyen-Khang Pham |
| 2008 | PAID: Packet Analysis for Anomaly Intrusion Detection. | Kuo-Chen Lee, Jason Chang, Ming-Syan Chen |
| 2008 | An Efficient Unordered Tree Kernel and Its Application to Glycan Classification. | Tetsuji Kuboyama, Kouichi Hirata, Kiyoko F. Aoki-Kinoshita |
| 2008 | Transaction Clustering Using a Seeds Based Approach. | Yun Sing Koh, Russel Pears |
| 2008 | Incrementally Mining Recently Repeating Patterns over Data Streams. | Jia-Ling Koh, Pei-Min Chou |
| 2008 | Mining Non-coincidental Rules without a User Defined Support Threshold. | Yun Sing Koh |
| 2008 | Jumping Emerging Patterns with Occurrence Count in Image Classification. | Lukasz Kobylinski, Krzysztof Walczak |
| 2008 | Tracking Topic Evolution in On-Line Postings: 2006 IBM Innovation Jam Data. | Mei Kobayashi, Raylene Yung |
| 2008 | Prospective Scientific Methodology in Knowledge Society. | Genshiro Kitagawa |
| 2008 | Bootstrap Based Pattern Selection for Support Vector Regression. | Dongil Kim, Sungzoon Cho |
| 2008 | Flexible Framework for Time-Series Pattern Matching over Multi-dimension Data Stream. | Takuya Kida, Tomoya Saito, Hiroki Arimura |