| 2010 | Selection of Classifier and Feature Selection Method for Microarray Data. | Boseon Byeon, Khaled Rasheed |
| 2010 | Determination of Vocational Fields with Machine Learning Algorithm. | Halil-Ibrahim Bulbul, zkan nsal |
| 2010 | Using a Bayesian Feature-selection Algorithm to Identify Dose-response Models Based on the Shape of the 3D Dose-distribution: An Example from a Head-and-neck Cancer Trial. | Florian Buettner, Sarah Gulliford, Steve Webb, Mike Partridge, Aisha B. Miah, Kevin J. Harrington, Christopher M. Nutting |
| 2010 | Validating Meronymy Hypotheses with Support Vector Machines and Graph Kernels. | Tim vor der Brck, Hermann Helbig |
| 2010 | Semi-Automatic WordNet Based Emotion Dictionary Construction. | David B. Bracewell |
| 2010 | System Identification with Multi-Agent-based Evolutionary Computation Using a Local Optimization Kernel. | Sebastian Bohlmann, Volkhard Klinger, Helena Szczerbicka |
| 2010 | A System for De-identifying Medical Message Board Text. | Adrian Benton, Shawndra Hill, Lyle H. Ungar, Annie Chung, Charles E. Leonard, Cristin Freeman, John H. Holmes |
| 2010 | Dynamic Decision Method Based on Contextual Selection of Representation Subspaces. | Pierre Beauseroy, Andr Smolarz, Yuan Dong, Xiyan He |
| 2010 | Hardware Implementation of a Real-Time Neural Network Controller Set for Reactive Power Compensation Systems. | Ramazan Bayindir, Alper Grgn |
| 2010 | Centroid-based Classification Enhanced with Wikipedia. | Abdullah Bawakid, Mourad Oussalah |
| 2010 | Classification of Live Moths Combining Texture, Color and Shape Primitives. | Gustavo E. A. P. A. Batista, Bilson J. L. Campana, Eamonn J. Keogh |
| 2010 | Learning Bayesian Networks for Improved Instruction Cache Analysis. | Mark Bartlett, Iain Bate, James Cussens |
| 2010 | Building a Biomedical Tokenizer Using the Token Lattice Design Pattern and the Adapted Viterbi Algorithm. | Neil Barrett, Jens H. Weber-Jahnke |
| 2010 | Using an Infinite Von Mises-Fisher Mixture Model to Cluster Treatment Beam Directions in External Radiation Therapy. | Mark Bangert, Philipp Hennig, Uwe Oelfke |
| 2010 | Kernel Learning for Efficiency Maximization in the Conformal Predictions Framework. | Vineeth Nallure Balasubramanian, Shayok Chakraborty, Sethuraman Panchanathan, Jieping Ye |
| 2010 | Map-TreeMaps: A New Approach for Hierarchical and Topological Clustering. | Hanene Azzag, Mustapha Lebbah, Aymen Arfaoui |
| 2010 | Evolutionary Selection of Regressional Predictors to Enhance the Performance of Microfossil-Based Paleotemperture Proxies. | Amin Assareh, L. Gwenn Volkert, Joseph D. Ortiz |
| 2010 | Pre-image Problem in Manifold Learning and Dimensional Reduction Methods. | Omar Arif, Patricio A. Vela, Wayne Daley |
| 2010 | Effective Virtual Machine Monitor Intrusion Detection Using Feature Selection on Highly Imbalanced Data. | Malak Alshawabkeh, Micha Moffie, Fatemeh Azmandian, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli |
| 2010 | Improving Premise Structure in Evolving Takagi-Sugeno Neuro-Fuzzy Classifiers. | Abdullah Almaksour, ric Anquetil |
| 2010 | Heterogeneous Imitation Learning from Demonstrators of Varying Physiology and Skill. | Jeff Allen, John Anderson |
| 2010 | Applying Permutation Tests for Assessing the Statistical Significance of Wrapper Based Feature Selection. | Antti Airola, Tapio Pahikkala, Jorma Boberg, Tapio Salakoski |
| 2010 | Clustering High-frequency Stock Data for Trading Volatility Analysis. | Xiao-Wei Ai, Tianming Hu, Xi Li, Hui Xiong |
| 2009 | An Image Clustering and Retrieval Framework Using Feedback-Based Integrated Region Matching. | Liping Zhou, Chengcui Zhang, Wen Wan, Jeffrey B. Birch, Wei-bang Chen |
| 2009 | ELM-Based Intelligent Resource Selection for Grid Scheduling. | Guopeng Zhao, Zhiqi Shen, Chunyan Miao |