| 2010 | Approximating the Covariance Matrix of GMMs with Low-Rank Perturbations. | Malik Magdon-Ismail, Jonathan T. Purnell |
| 2010 | The M-OLAP Cube Selection Problem: A Hyper-polymorphic Algorithm Approach. | Jorge Loureiro, Orlando Belo |
| 2010 | Non-negative Matrix Factorization Implementation Using Graphic Processing Units. | Noel Lopes, Bernardete Ribeiro |
| 2010 | Evolution Strategies for Objective Functions with Locally Correlated Variables. | Piotr Lipinski |
| 2010 | A Hybrid Evolutionary Algorithm to Quadratic Three-Dimensional Assignment Problem with Local Search for Many-Core Graphics Processors. | Piotr Lipinski |
| 2010 | An Evolutionary Multi-objective Optimization of Market Structures Using PBIL. | Xinyang Li, Andreas Krause |
| 2010 | A Neighborhood-Based Clustering by Means of the Triangle Inequality. | Marzena Kryszkiewicz, Piotr Lasek |
| 2010 | New Application of Graph Mining to Video Analysis. | Hisashi Koga, Tsuji Tomokazu, Takanori Yokoyama, Toshinori Watanabe |
| 2010 | Privacy Preserving Technique for Euclidean Distance Based Mining Algorithms Using a Wavelet Related Transform. | Mohammad Ali Kadampur, Durvasula V. L. N. Somayajulu |
| 2010 | On the Power of Topological Kernel in Microarray-Based Detection of Cancer. | Vilen Jumutc, Pawel Zayakin |
| 2010 | Classification by Multiple Reducts-kNN with Confidence. | Naohiro Ishii, Yuichi Morioka, Hiroaki Kimura, Yongguang Bao |
| 2010 | Large Scale Instance Selection by Means of a Parallel Algorithm. | Aida de Haro-Garca, Juan Antonio Romero del Castillo, Nicols Garca-Pedrajas |
| 2010 | Investigating the Behaviour of Radial Basis Function Networks in Regression and Classification of Geospatial Data. | Andrea Guidali, Elisabetta Binaghi, Mauro Guglielmin, Marco Pascale |
| 2010 | An Efficient Approach to Clustering Real-Estate Listings. | Maciej Grzenda, Deepak Thukral |
| 2010 | Relevance of Contextual Information in Compression-Based Text Clustering. | Ana Granados, Rafael Martnez, David Camacho, Francisco de Borja Rodrguez |
| 2010 | Selection of Structures with Grid Optimization, in Multiagent Data Warehouse. | Marcin Gorawski, Slawomir Bankowski, Michal Gorawski |
| 2010 | A Generalization of Independence in Naive Bayes Model. | Yu Fujimoto, Noboru Murata |
| 2010 | Extracting Features from an Electrical Signal of a Non-Intrusive Load Monitoring System. | Marisa B. Figueiredo, Ana de Almeida, Bernardete Ribeiro, Antnio Martins |
| 2010 | Adaptive Particle Swarm Optimizer for Feature Selection. | Mohamed Amir Esseghir, Gilles Goncalves, Yahya Slimani |
| 2010 | Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection. | Carsten Elfers, Mirko Horstmann, Karsten Sohr, Otthein Herzog |
| 2010 | Applying Clustering Techniques to Reduce Complexity in Automated Planning Domains. | Luke Dicken, John Levine |
| 2010 | Clustering and Visualizing SOM Results. | Jos Alfredo F. Costa |
| 2010 | A Comparison of Three Voting Methods for Bagging with the MLEM2 Algorithm. | Clinton Cohagan, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe |
| 2010 | Gallbladder Boundary Segmentation from Ultrasound Images Using Active Contour Model. | Marcin Ciecholewski |
| 2010 | Robust 1-Norm Soft Margin Smooth Support Vector Machine. | Li-Jen Chien, Yuh-Jye Lee, Zhi-Peng Kao, Chih-Cheng Chang |