| 2006 | A Machine Learning Application for Human Resource Data Mining Problem. | Zhen Xu, Binheng Song |
| 2006 | Extracting Named Entities Using Support Vector Machines. | Yu-Chieh Wu, Teng-Kai Fan, Yue-Shi Lee, Show-Jane Yen |
| 2006 | Mining Top-K Frequent Closed Itemsets Is Not in APX. | Chienwen Wu |
| 2006 | Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints. | Adam Woznica, Alexandros Kalousis, Melanie Hilario |
| 2006 | Extracting and Summarizing Hot Item Features Across Different Auction Web Sites. | Tak-Lam Wong, Wai Lam, Shing-Kit Chan |
| 2006 | Construction of Finite Automata for Intrusion Detection from System Call Sequences by Genetic Algorithms. | Kyubum Wee, Sinjae Kim |
| 2006 | Extracting Initial and Reliable Negative Documents to Enhance Classification Performance. | Hui Wang, Wanli Zuo |
| 2006 | Improved Negative-Border Online Mining Approaches. | Ching-Yao Wang, Shian-Shyong Tseng, Tzung-Pei Hong |
| 2006 | TRIPPER: Rule Learning Using Taxonomies. | Flavian Vasile, Adrian Silvescu, Dae-Ki Kang, Vasant G. Honavar |
| 2006 | Evaluation of Attribute-Aware Recommender System Algorithms on Data with Varying Characteristics. | Karen H. L. Tso, Lars Schmidt-Thieme |
| 2006 | Headwords and Suffixes in Biomedical Names. | Manabu Torii, Hongfang Liu |
| 2006 | Predicting Rare Extreme Values. | Lus Torgo, Rita P. Ribeiro |
| 2006 | A Wavelet Analysis Based Data Processing for Time Series of Data Mining Predicting. | Weimin Tong, Yijun Li, Qiang Ye |
| 2006 | Data Mining for Surveillance Applications. | Bhavani M. Thuraisingham |
| 2006 | Alignment of Biomedical Ontologies Using Life Science Literature. | He Tan, Vaida Jakoniene, Patrick Lambrix, Johan Aberg, Nahid Shahmehri |
| 2006 | IMB3-Miner: Mining Induced/Embedded Subtrees by Constraining the Level of Embedding. | Henry Tan, Tharam S. Dillon, Fedja Hadzic, Elizabeth Chang, Ling Feng |
| 2006 | Detecting Invalid Dictionary Entries for Biomedical Text Mining. | Hironori Takeuchi, Issei Yoshida, Yohei Ikawa, Kazuo Iida, Yoko Fukui |
| 2006 | Distributed Pattern Discovery in Multiple Streams. | Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos |
| 2006 | FISA: Feature-Based Instance Selection for Imbalanced Text Classification. | Aixin Sun, Ee-Peng Lim, Boualem Benatallah, Mahbub Hassan |
| 2006 | Weighted Intra-transactional Rule Mining for Database Intrusion Detection. | Abhinav Srivastava, Shamik Sural, Arun K. Majumdar |
| 2006 | Generalized Conditional Entropy and a Metric Splitting Criterion for Decision Trees. | Dan A. Simovici, Szymon Jaroszewicz |
| 2006 | Missing Value Imputation Framework for Microarray Significant Gene Selection and Class Prediction. | Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley |
| 2006 | Comparison of Documents Classification Techniques to Classify Medical Reports. | Fathi H. Saad, Beatriz de la Iglesia, Duncan G. Bell |
| 2006 | The Changing Face of Web Search. | Prabhakar Raghavan |
| 2006 | A Multiclass Classification Method Based on Output Design. | Qi Qiang, Qinming He |