| 2009 | Weighted Consensus Clustering for Identifying Functional Modules in Protein-Protein Interaction Networks. | Yi Zhang, Erliang Zeng, Tao Li, Giri Narasimhan |
| 2009 | Machine Learning for Modeling Dose-Related Organ-at-Risk Complications after Radiation Therapy. | Hao Howard Zhang, Leyuan Shi, Robert R. Meyer, Warren D. D'Souza |
| 2009 | Knowledge Transfer for Feature Generation in Document Classification. | Jian Zhang, Shobhit S. Shakya |
| 2009 | Context-Dependent Fusion of Multiple Algorithms with Minimum Classification Error Learning. | Lijun Zhang, Hichem Frigui, Paul D. Gader |
| 2009 | Application of Artificial Neural Network (ANN) Method to Exergy Analysis of Thermodynamic Systems. | Yilmaz Yoru, T. Hikmet Karakoc, Arif Hepbasli |
| 2009 | Hierarchical Stability-Based Model Selection for Clustering Algorithms. | Bing Yin, Greg Hamerly |
| 2009 | An Extended Version of the NLMF Algorithm Based on Proportionate Krylov Subspace Projections. | Yasin Yilmaz, Suleyman Serdar Kozat |
| 2009 | Estimating the Odometry Error of a Mobile Robot by Neural Networks. | Haoming Xu, John James Collins |
| 2009 | Linear Representation Learning Using Sphere Factor Analysis. | Yiming Wu, Xiuwen Liu, Washington Mio |
| 2009 | Structured Prediction Models for Chord Transcription of Music Audio. | Adrian Weller, Daniel P. W. Ellis, Tony Jebara |
| 2009 | A Genetic Algorithm that Incorporates an Adaptive Mutation Based on an Evolutionary Model. | Fatemeh Vafaee, Peter C. Nelson |
| 2009 | Randomized and Rank Based Differential Evolution. | Onay Urfalioglu, Orhan Arikan |
| 2009 | An Incremental Model Selection Algorithm Based on Cross-Validation for Finding the Architecture of a Hidden Markov Model on Hand Gesture Data Sets. | Aydin Ulas, Olcay Taner Yildiz |
| 2009 | Requirement Engineering Techniques Selection and Modeling. | Yan Tang, Kunwu Feng, Kendra M. L. Cooper, Joo W. Cangussu |
| 2009 | A Hybrid Method of Genetic Algorithms and Ant Colony Optimization to Solve the Traveling Salesman Problem. | Ryouei Takahashi |
| 2009 | Artificial Neural Networks Prognostic Evaluation of Post-Surgery Complications in Patients Underwent to Coronary Artery Bypass Graft Surgery. | Cesar Souza, Ednaldo Pizzolato, Renata Gonalves Mendes, Audrey Borghi-Silva, Mauricio Machado, Paulo Correa |
| 2009 | An Ordinal Data Method for the Classification with Reject Option. | Ricardo Gamelas Sousa, Beatriz Mora, Jaime S. Cardoso |
| 2009 | Learning Disambiguation of Hindi Morpheme 'vaalaa' with a Sparse Corpus. | R. Mahesh K. Sinha |
| 2009 | Tanimoto Metric in Tree-SOM for Improved Representation of Mass Spectrometry Data with an Underlying Taxonomic Structure. | Stephan Simmuteit, Frank-Michael Schleif, Thomas Villmann, Thomas Elssner |
| 2009 | Structured Prediction with Relative Margin. | Pannagadatta K. Shivaswamy, Tony Jebara |
| 2009 | Classification in High-Dimensional Feature Spaces: Random Subsample Ensemble. | Grsel Serpen, Santhosh Pathical |
| 2009 | A New Incremental Pairwise Clustering Algorithm. | Sambu Seo, Johannes Mohr, Klaus Obermayer |
| 2009 | Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis Risk. | Todd W. Schiller, Yixin Chen, Issam El-Naqa, Joseph O. Deasy |
| 2009 | Cost-Sensitive Classification Based on Bregman Divergences for Medical Diagnosis. | Ral Santos-Rodrguez, Dario Garca-Garca, Jess Cid-Sueiro |
| 2009 | Discovering Characterization Rules from Rankings. | Ansaf Salleb-Aouissi, Bert Huang, David L. Waltz |