| 2006 | Achieving Private Recommendations Using Randomized Response Techniques. | Huseyin Polat, Wenliang Du |
| 2006 | Similarity-Based Sparse Feature Extraction Using Local Manifold Learning. | Cheong Hee Park |
| 2006 | A Database Search Algorithm for Identification of Peptides with Multiple Charges Using Tandem Mass Spectrometry. | Kang Ning, Ket Fah Chong, Hon Wai Leong |
| 2006 | Automated Identification of Protein Classification and Detection of Annotation Errors in Protein Databases Using Statistical Approaches. | Kang Ning, Hon Nian Chua |
| 2006 | Clustering Web Sessions by Levels of Page Similarity. | Caren Moraes Nichele, Karin Becker |
| 2006 | Constructing Decision Trees for Graph-Structured Data by Chunkingless Graph-Based Induction. | Phu Chien Nguyen, Kouzou Ohara, Akira Mogi, Hiroshi Motoda, Takashi Washio |
| 2006 | Finding Consensus Patterns in Very Scarce Biosequence Samples from Their Minimal Multiple Generalizations. | Yen Kaow Ng, Takeshi Shinohara |
| 2006 | XCLS: A Fast and Effective Clustering Algorithm for Heterogenous XML Documents. | Richi Nayak, Sumei Xu |
| 2006 | GetItFull - A Tool for Downloading and Pre-processing Full-Text Journal Articles. | Jeyakumar Natarajan, Cliff Haines, Brian Berglund, Catherine DeSesa, Catherine J. Hack, Werner Dubitzky, Eric G. Bremer |
| 2006 | A Single Index Approach for Time-Series Subsequence Matching That Supports Moving Average Transform of Arbitrary Order. | Yang-Sae Moon, Jin-Ho Kim |
| 2006 | Hierarchical Clustering Based on Mathematical Optimization. | Le Hoai Minh, Le Thi Hoai An, Pham Dinh Tao |
| 2006 | Efficient Mining of Emerging Events in a Dynamic Spatiotemporal Environment. | Yu Meng, Margaret H. Dunham |
| 2006 | Improving Literature Preselection by Searching for Images. | Brigitte Mathiak, Andreas Kupfer, Richard Mnch, Claudia Tubner, Silke Eckstein |
| 2006 | Parallel Randomized Support Vector Machine. | Yumao Lu, Vwani P. Roychowdhury |
| 2006 | A Novel Clustering Method for Analysis of Gene Microarray Expression Data. | Fei Luo, Juan Liu |
| 2006 | Image Classification Via LZ78 Based String Kernel: A Comparative Study. | Ming Li, Yanong Zhu |
| 2006 | Automatic Extraction of Genomic Glossary Triggered by Query. | Jiao Li, Xiaoyan Zhu |
| 2006 | Variable Randomness in Decision Tree Ensembles. | Fei Tony Liu, Kai Ming Ting |
| 2006 | Hardware Enhanced Mining for Association Rules. | Wei-Chuan Liu, Ken-Hao Liu, Ming-Syan Chen |
| 2006 | Boosting Prediction Accuracy on Imbalanced Datasets with SVM Ensembles. | Yang Liu, Aijun An, Xiangji Huang |
| 2006 | Dynamic Category Profiling for Text Filtering and Classification. | Rey-Long Liu |
| 2006 | A Novel Indexing Approach for Efficient and Fast Similarity Search of Captured Motions. | Chuanjun Li, B. Prabhakaran |
| 2006 | Variable Support Mining of Frequent Itemsets over Data Streams Using Synopsis Vectors. | Ming-Yen Lin, Sue-Chen Hsueh, Sheng-Kun Hwang |
| 2006 | Self-adaptive Two-Phase Support Vector Clustering for Multi-Relational Data Mining. | Ping Ling, Yan Wang, Chunguang Zhou |
| 2006 | Classification of Brain Glioma by Using SVMs Bagging with Feature Selection. | Guo-Zheng Li, Tian-Yu Liu, Victor S. Cheng |