| 2010 | Lifting Trajectories for Effective Clustering. | Elio Masciari |
| 2010 | Improving Search Space Splitting for Parallel SAT Solving. | Ruben Martins, Vasco Manquinho, Ins Lynce |
| 2010 | Instance-Based Ensemble Pruning via Multi-Label Classification. | Fotini Markatopoulou, Grigorios Tsoumakas, Ioannis P. Vlahavas |
| 2010 | Best-First vs. Depth-First AND/OR Search for Multi-objective Constraint Optimization. | Radu Marinescu |
| 2010 | A Coupled Statistical/Semantic Framework for Merging Heterogeneous Domain-Specific Ontologies. | Mohammed Maree, Mohammed Belkhatir |
| 2010 | Automated Aortic and Mitral Valves Diseases Diagnosis from Heart Sound Signals Using Novel Ensemble Classification Techniques. | Manolis Maragoudakis, Euripidis N. Loukis |
| 2010 | PERFICT: Perturbed Frequent Itemset Based Classification Technique. | Raghvendra Mall, Prakhar Jain, Vikram Pudi |
| 2010 | Revision Rules in the Theory of Evidence. | Jianbing Ma, Weiru Liu, Didier Dubois, Henri Prade |
| 2010 | Combining Graph Structure Exploitation and Propositional Reasoning for the Maximum Clique Problem. | Chu Min Li, Zhe Quan |
| 2010 | An Environment for the Joint Management of Written Policies and Business Rules. | Franois Lvy, Abdoulaye Guiss, Adeline Nazarenko, Nouha Omrane, Sylvie Szulman |
| 2010 | Knowledge Management and Sharing Support: The E-MEMORAe2.0 Web Platform. | Adeline Leblanc, Marie-Hlne Abel |
| 2010 | Fault Localization in Constraint Programs. | Nadjib Lazaar, Arnaud Gotlieb, Yahia Lebbah |
| 2010 | On Learning Constraint Problems. | Arnaud Lallouet, Matthieu Lopez, Lionel Martin, Christel Vrain |
| 2010 | Attribute Selection and Imbalanced Data: Problems in Software Defect Prediction. | Taghi M. Khoshgoftaar, Kehan Gao, Naeem Seliya |
| 2010 | Data Stream Mining: Challenges and Techniques. | Latifur Khan |
| 2010 | Hiding Secret Information by Automatically Paraphrasing Modern Greek Text with Minimal Resources. | Katia Lida Kermanidis |
| 2010 | Genetic Algorithm with Local Search for Community Mining in Complex Networks. | Di Jin, Dongxiao He, Dayou Liu, Carlos Baquero |
| 2010 | An Adaptive Prediction-Regret Driven Strategy for Bilateral Bargaining. | Shu-Juan Ji, Ho-fung Leung |
| 2010 | A New Filtering Based on Decomposition of Constraint Sub-Networks. | Philippe Jgou, Cyril Terrioux |
| 2010 | Designing and Deploying Real World Multiagent Systems Using Hardware in the Simulation Loop: An Approach and a Tool. | Jean-Paul Jamont, Michel Occello |
| 2010 | Classification by Partil Data of Multiple Reducts-kNN with Confidence. | Naohiro Ishii, Yuichi Morioka, Hiroaki Kimura, Yongguang Bao |
| 2010 | Obtaining Bipartitions from Score Vectors for Multi-Label Classification. | Marios Ioannou, George Sakkas, Grigorios Tsoumakas, Ioannis P. Vlahavas |
| 2010 | Metropolis Particle Swarm Optimization Algorithm with Mutation Operator for Global Optimization Problems. | Lhassane Idoumghar, Maha Idrissi-Aouad, Mahmoud Melkemi, Ren Schott |
| 2010 | Facial Affect Sensing for T-learning. | Isabelle Hupont, David Abada-Gallego, Sandra Baldassarri, Eva Cerezo, Rafael Del Hoyo |
| 2010 | Argumentation for Aggregating Clinical Evidence. | Anthony Hunter, Matthew Williams |