| 2006 | Patterns of Influence in a Recommendation Network. | Jure Leskovec, Ajit Singh, Jon M. Kleinberg |
| 2006 | Association-Based Dissimilarity Measures for Categorical Data: Limitation and Improvement. | Si Quang Le, Tu Bao Ho, Le Sy Vinh |
| 2006 | Detecting Citation Types Using Finite-State Machines. | Minh-Hoang Le, Tu Bao Ho, Yoshiteru Nakamori |
| 2006 | An Adaptive Intrusion Detection Algorithm Based on Clustering and Kernel-Method. | Hansung Lee, Yongwha Chung, Daihee Park |
| 2006 | Generalized Disjunction-Free Representation of Frequents Patterns with at Most | Marzena Kryszkiewicz |
| 2006 | An EM-Approach for Clustering Multi-Instance Objects. | Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert |
| 2006 | Bias-Free Hypothesis Evaluation in Multirelational Domains. | Christine Krner, Stefan Wrobel |
| 2006 | Mining Interesting Imperfectly Sporadic Rules. | Yun Sing Koh, Nathan Rountree, Richard A. O'Keefe |
| 2006 | Iterative Clustering Analysis for Grouping Missing Data in Gene Expression Profiles. | Dae-Won Kim, Bo-Yeong Kang |
| 2006 | Automatic Orthologous-Protein-Clustering from Multiple Complete-Genomes by the Best Reciprocal BLAST Hits. | Sunshin Kim, Kwang Su Jung, Keun Ho Ryu |
| 2006 | epsilon-Tube Based Pattern Selection for Support Vector Machines. | Dongil Kim, Sungzoon Cho |
| 2006 | RNBL-MN: A Recursive Naive Bayes Learner for Sequence Classification. | Dae-Ki Kang, Adrian Silvescu, Vasant G. Honavar |
| 2006 | Machine Learning Techniques and Chi-Square Feature Selection for Cancer Classification Using SAGE Gene Expression Profiles. | Xin Jin, Anbang Xu, Rongfang Bie, Ping Guo |
| 2006 | Ranking Outliers Using Symmetric Neighborhood Relationship. | Wen Jin, Anthony K. H. Tung, Jiawei Han, Wei Wang |
| 2006 | On Robust and Effective K-Anonymity in Large Databases. | Wen Jin, Rong Ge, Weining Qian |
| 2006 | Mining Unexpected Associations for Signalling Potential Adverse Drug Reactions from Administrative Health Databases. | Huidong Jin, Jie Chen, Chris Kelman, Hongxing He, Damien McAullay, Christine M. O'Keefe |
| 2006 | gTRICLUSTER: A More General and Effective 3D Clustering Algorithm for Gene-Sample-Time Microarray Data. | Haoliang Jiang, Shuigeng Zhou, Jihong Guan, Ying Zheng |
| 2006 | Mining Maximal Correlated Member Clusters in High Dimensional Database. | Lizheng Jiang, Dongqing Yang, Shiwei Tang, Xiuli Ma, Dehui Zhang |
| 2006 | Generation of Comprehensible Hypotheses from Gene Expression Data. | Yuan Jiang, Ming Li, Zhi-Hua Zhou |
| 2006 | Extracting Protein-Protein Interactions in Biomedical Literature Using an Existing Syntactic Parser. | Hyunchul Jang, Jaesoo Lim, Joon-Ho Lim, Soo-Jun Park, Seon-Hee Park, Kyu-Chul Lee |
| 2006 | Mining Quantitative Maximal Hyperclique Patterns: A Summary of Results. | Yaochun Huang, Hui Xiong, Weili Wu, Sam Yuan Sung |
| 2006 | Investigation of the Changes of Temporal Topic Profiles in Biomedical Literature. | Wei Huang, Shouyang Wang, Lean Yu, Hongtao Ren |
| 2006 | Efficient Discovery of Structural Motifs from Protein Sequences with Combination of Flexible Intra- and Inter-block Gap Constraints. | Chen-Ming Hsu, Chien-Yu Chen, Ching-Chi Hsu, Baw-Jhiune Liu |
| 2006 | Filtering Bio-sequence Based on Sequence Descriptor. | Te-Wen Hsieh, Huang-Cheng Kuo, Jen-Peng Huang |
| 2006 | Intelligent Particle Swarm Optimization in Multi-objective Problems. | Shinn-Jang Ho, Wen-Yuan Ku, Jun-Wun Jou, Ming-Hao Hung, Shinn-Ying Ho |