| 2010 | Boosting Clustering by Active Constraint Selection. | Viet-Vu Vu, Nicolas Labroche, Bernadette Bouchon-Meunier |
| 2010 | A Hybrid Continuous Max-Sum Algorithm for Decentralised Coordination. | Thomas Voice, Ruben Stranders, Alex Rogers, Nicholas R. Jennings |
| 2010 | Egalitarian Utilities Divide-and-Coordinate: Stop arguing about decisions, let's share rewards!. | Meritxell Vinyals, Juan A. Rodrguez-Aguilar, Jess Cerquides |
| 2010 | Detecting Ironic Intent in Creative Comparisons. | Tony Veale, Yanfen Hao |
| 2010 | Computing the Data Semantics of WSDL Specifications via Gradient Boosting. | Alexandros G. Valarakos, George A. Vouros |
| 2010 | Alice and Bob Will Fight: The Problem of Electing a Committee in the Presence of Candidate Interdependence. | Joel Uckelman |
| 2010 | An Axiom System for a Spatial Logic with Convexity. | Adam Trybus |
| 2010 | Learning and Meta-Learning for Coordination of Autonomous Unmanned Vehicles - A Preliminary Analysis. | Predrag T. Tosic, Ricardo Vilalta |
| 2010 | Inducing Decision Trees from Medical Decision Processes. | Pere Torres, David Riao, Joan Albert Lpez-Vallverd |
| 2010 | On the Life-Cycle of BDI Agent Goals. | John Thangarajah, James Harland, David N. Morley, Neil Yorke-Smith |
| 2010 | Non-intrusive Detection of Driver Distraction using Machine Learning Algorithms. | Fabio Tango, Marco Botta, Luca Minin, Roberto Montanari |
| 2010 | A Semantic Web Approach to Integrate Phenotype Descriptions and Clinical Data. | Maria Taboada, Mara Jess Sobrido, Vernica Colombo, Beln Pilo |
| 2010 | Mining Outliers with Adaptive Cutoff Update and Space Utilization (RACAS). | Chi-Cheong Szeto, Edward Hung |
| 2010 | EA | Adam M. Sykulski, Archie C. Chapman, Enrique Munoz de Cote, Nicholas R. Jennings |
| 2010 | From bursty patterns to bursty facts: The effectiveness of temporal text mining for news. | Ilija Subasic, Bettina Berendt |
| 2010 | A Fault-model-based Debugging Aid for Data Warehouse Applications. | Peter Struss, Vikas Shivashankar, Mohamed Zahoor |
| 2010 | Optimal Task Migration in Service-Oriented Systems: Algorithms and Mechanisms. | Sebastian Stein, Enrico H. Gerding, Nicholas R. Jennings |
| 2010 | Complexity in Analogy Tasks: An Analysis and Computational Model. | Philip Stahl, Marco Ragni |
| 2010 | Discovering an Event Taxonomy from Video using Qualitative Spatio-temporal Graphs. | Muralikrishna Sridhar, Anthony G. Cohn, David C. Hogg |
| 2010 | Open-ended Grounded Semantics. | Michael Spranger, Martin Loetzsch, Simon Pauw |
| 2010 | Identifying Necessary Reactions in Metabolic Pathways by Minimal Model Generation. | Takehide Soh, Katsumi Inoue |
| 2010 | Advances in Class Noise Detection. | Borut Sluban, Dragan Gamberger, Nada Lavrac |
| 2010 | On Semantic Update Operators for Answer-Set Programs. | Martin Slota, Joo Leite |
| 2010 | Mental State Ascription Using Dynamic Logic. | Michal P. Sindlar, Mehdi Dastani, John-Jules Ch. Meyer |
| 2010 | Multi Grain Sentiment Analysis using Collective Classification. | S. Shivashankar, Balaraman Ravindran |