| 2006 | Ensemble Classifiers for Medical Diagnosis of Knee Osteoarthritis Using Gait Data. | Nigar Sen Kktas, Nese Yalabik, Gnes Yavuzer |
| 2006 | A New Scheme for Nucleotide Sequence Signature Extraction. | Sung-Soo Kim, Chan-Hee Lee, Keon-Myung Lee, Sung-Duk Lee |
| 2006 | Explaining Winning Poker--A Data Mining Approach. | Ulf Johansson, Cecilia Snstrd, Lars Niklasson |
| 2006 | Rule Extraction from Opaque Models-- A Slightly Different Perspective. | Ulf Johansson, Tuve Lfstrm, Rikard Knig, Cecilia Snstrd, Lars Niklasson |
| 2006 | A Comparison of Software Fault Imputation Procedures. | Jason Van Hulse, Taghi M. Khoshgoftaar, Chris Seiffert |
| 2006 | A Fast Feature Selection Model for Online Handwriting Symbol Recognition. | Bing Quan Huang, Mohand Tahar Kechadi |
| 2006 | An Efficient Heuristic for Discovering Multiple Ill-Defined Attributes in Datasets. | Sylvain Hall |
| 2006 | An Adaptable Time Warping Distance for Time Series Learning. | Rmi Gaudin, Nicolas Nicoloyannis |
| 2006 | Formal Concept Analysis for Digital Ecosystem. | Huaiguo Fu |
| 2006 | Horizon Detection Using Machine Learning Techniques. | Sergiy Fefilatyev, Volha Smarodzinava, Lawrence O. Hall, Dmitry B. Goldgof |
| 2006 | Reducing High-Dimensional Data by Principal Component Analysis vs. Random Projection for Nearest Neighbor Classification. | Sampath Deegalla, Henrik Bostrm |
| 2006 | Learning the Threshold in Hierarchical Agglomerative Clustering. | Kristine Daniels, Christophe G. Giraud-Carrier |
| 2006 | Shape Recognition and Retrieval Using String of Symbols. | Mohammad Reza Daliri, Vincent Torre |
| 2006 | Prediction of Antisense Oligonucleotide Efficacy Using Local and Global Structure Information with Support Vector Machines. | Roger A. Craig, Li Liao |
| 2006 | Quantization of Global Gene Expression Data. | Tae-Hoon Chung, Marcel Brun, Seungchan Kim |
| 2006 | Detecting Web Content Function Using Generalized Hidden Markov Model. | Jinlin Chen, Ping Zhong, Terry Cook |
| 2006 | An Accurate and Robust Missing Value Estimation for Microarray Data: Least Absolute Deviation Imputation. | Yi Cao, Kim Leng Poh |
| 2006 | Modeling Hesitation and Conflict: A Belief-Based Approach for Multi-class Problems. | Thomas Burger, Oya Aran, Alice Caplier |
| 2006 | Regression Databases: Probabilistic Querying Using Sparse Learning Sets. | Alexander Brodsky, Carlotta Domeniconi, David Etter |
| 2006 | Incremental Learning By Decomposition. | Abdelhamid Bouchachia |
| 2006 | Lazy Rule Refinement by Knowledge-Based Agents. | Cristina Boicu, Gheorghe Tecuci, Mihai Boicu |
| 2006 | Intelligent Electronic Navigational Aids: A New Approach. | Costin Barbu, Maura C. Lohrenz, Geary Layne |
| 2006 | Semi-supervised Data Organization for Interactive Anomaly Analysis. | Javed A. Aslam, Sergey Bratus, Virgiliu Pavlu |
| 2006 | Automatic Intravital Video Mining of Rolling and Adhering Leukocytes. | Xin C. Anders, Chengcui Zhang, Hong Yuan |
| 2005 | Censored Time Trees | Valentina Zubek, David Verbel, Olivier Saidi |