| 2010 | Implicit Learning of Compiled Macro-Actions for Planning. | Muhammad Abdul Hakim Newton, John Levine |
| 2010 | Soft Nearest Convex Hull Classifier. | Georgi I. Nalbantov, Evgueni N. Smirnov |
| 2010 | Recommendations Over Domain Specific User Graphs. | Makoto Nakatsuji, Yasuhiro Fujiwara, Akimichi Tanaka, Tadasu Uchiyama, Toru Ishida |
| 2010 | Fair Mechanisms for Recurrent Multi Unit Combinatorial Auctions. | Javier Murillo, Beatriz Lpez |
| 2010 | Balancing Optimality and Robustness in Resource Allocation Problems. | Vctor Muoz, Ddac Busquets |
| 2010 | Learning action effects in partially observable domains. | Kira Mouro, Ronald P. A. Petrick, Mark Steedman |
| 2010 | A Decision-Theoretic Approach to Cooperative Control and Adjustable Autonomy. | Abdel-Illah Mouaddib, Shlomo Zilberstein, Aurlie Beynier, Laurent Jeanpierre |
| 2010 | Temporal Relations Learning with a Bootstrapped Cross-document Classifier. | Seyed Abolghasem Mirroshandel, Gholamreza Ghassem-Sani |
| 2010 | Computational Aspects of Extending the Shapley Value to Coalitional Games with Externalities. | Tomasz P. Michalak, Talal Rahwan, Dorota Marciniak, Marcin Szamotulski, Nicholas R. Jennings |
| 2010 | Using Domain Knowledge to Guide Lattice-based Complex Data Exploration. | Nizar Messai, Marie-Dominique Devignes, Amedeo Napoli, Malika Smal-Tabbone |
| 2010 | EP for Efficient Stochastic Control with Obstacles. | Thomas Mensink, Jakob Verbeek, Bert Kappen |
| 2010 | Formal Analysis of Models for the Mammalian Vision System. | Bedeho Mender |
| 2010 | Analysis of Inverse Reinforcement Learning with Perturbed Demonstrations. | Francisco S. Melo, Manuel Lopes, Ricardo Ferreira |
| 2010 | Classification of Dreams Using Machine Learning. | Stan Matwin, Joseph De Koninck, Amir Hossein Razavi, Ray Reza Amini |
| 2010 | Implementing an Intelligent Moving Average with a Neural Network. | Nuno C. Marques, Carlos Gomes |
| 2010 | On Computing Backbones of Propositional Theories. | Joo Marques-Silva, Mikols Janota, Ins Lynce |
| 2010 | Towards the Interoperability of Computerised Guidelines and Electronic Health Records: An Experiment with openEHR Archetypes and a Chronic Heart Failure Guideline. | Mar Marcos, Begoa Martnez-Salvador |
| 2010 | A note on the complexity of some multiobjective A* search algorithms. | Lawrence Mandow, Jos-Luis Prez-de-la-Cruz |
| 2010 | What if it Suddenly Fails? Behavioral Aspects of Advanced Driver Assistant Systems on the Example of Local Danger Alerts. | Angela Mahr, Yujia Cao, Marit Theune, Veronika Dimitrova-Krause, Tim Schwartz, Christian A. Mller |
| 2010 | Selecting Information based on Artificial Forms of Selective Attention. | Lus Macedo |
| 2010 | Enriching [Escr ][Lscr ]-Concepts with Greatest Fixpoints. | Carsten Lutz, Robert Piro, Frank Wolter |
| 2010 | Feature Selection by Approximating the Markov Blanket in a Kernel-Induced Space. | Qiang Lou, Zoran Obradovic |
| 2010 | A Logical Model of Intention and Plan Dynamics. | Emiliano Lorini, Hans van Ditmarsch, Tiago de Lima |
| 2010 | Vectorial Pattern Databases. | Carlos Linares Lpez |
| 2010 | Mining Physiological Data for Discovering Temporal Patterns on Disease Stages. | Corrado Loglisci, Michelangelo Ceci, Donato Malerba |