| 2010 | Conditional Gaussian Probabilistic Decision Graphs. | Jens Dalgaard Nielsen, Antonio Salmern Cerdn |
| 2010 | Decision-Theoretic Simulated Annealing. | Todd W. Neller, Christopher J. La Pilla |
| 2010 | Semantic Methods for Textual Entailment: How Much World Knowledge is Enough?. | Andrew Neel, Max H. Garzon |
| 2010 | Partitioning Features for Model-based Clustering using Reversible Jump MCMC Technique. | Younghwan Namkoong, Yongsung Joo, Douglas D. Dankel II |
| 2010 | Enhancing Protocol Evaluation Through Semantic Modification of Local Benchmarks. | Shravan Mylavarapu, Irwin B. Levinstein, Chutima Boonthum, Joseph Magliano, Keith K. Millis |
| 2010 | Applying Goal Driven Autonomy to a Team Shooter Game. | Hector Muoz-Avila, David W. Aha, Ulit Jaidee, Matthew Klenk, Matthew Molineaux |
| 2010 | Using Robots in Undergraduate AI Courses at Small Universities. | Kenneth Moorman, Dee Parks |
| 2010 | Identifying Varietals in the Discourse of American and Korean Scientists: A Contrastive Corpus Analysis Using the Gramulator. | Hyunsoon C. Min, Philip M. McCarthy |
| 2010 | Structured Motifs Identification in DNA Sequences. | Yuridia P. Mejia, Ivn Olmos, Jesus A. Gonzalez |
| 2010 | Meta-Prediction for Collective Classification. | Luke K. McDowell, Kalyan Moy Gupta, David W. Aha |
| 2010 | GPAT: A Genre Purity Assessment Tool. | Philip M. McCarthy |
| 2010 | Grounded Event-Based and Modal Representations for Objects, Relations, Beliefs, Etc.. | Ryan James McCall, Stan Franklin, David Friedlander |
| 2010 | Summarization: Constructing an Ideal Summary and Evaluating a Student's Summary Using LSA. | Radhika Malladi, Irwin B. Levinstein, Chutima Boonthum, Joseph Magliano |
| 2010 | A Game Playing System for Use in Computer Science Education. | James MacGlashan, Don Miner, Marie desJardins |
| 2010 | Game Based Training for Fighter Pilots. | Jeremy Ludwig, Robert Richards, Jeff Lovelace |
| 2010 | Assumption-Based Reasoning for Multiagent Case-Based Recommender Systems. | Fabiana Lorenzi, Francesco Ricci, Mara Abel, Ana L. C. Bazzan |
| 2010 | The Role of Local and Global Weighting in Assessing the Semantic Similarity of Texts Using Latent Semantic Analysis. | Mihai C. Lintean, Cristian Moldovan, Vasile Rus, Danielle S. McNamara |
| 2010 | Handling Concept Drift in a Text Data Stream Constrained by High Labelling Cost. | Patrick Lindstrom, Sarah Jane Delany, Brian Mac Namee |
| 2010 | Performing Complex Associations Using a Feature-Extracting Bidirectional Associative Memory. | Craig Leth-Steensen, Sylvain Chartier, Dominic Langlois, Marie-France Hbert |
| 2010 | Considering Ill-Definedness of Problems from the Aspect of Solution Space. | Nguyen-Thinh Le, Wolfgang Menzel, Niels Pinkwart |
| 2010 | Fast Discovery of Relevant Subgroup Patterns. | Florian Lemmerich, Mathias Rohlfs, Martin Atzmller |
| 2010 | Testing the Attention Capacities of a Complex Auto-Adaptive System: A Stroop Task Simulation. | Othalia Larue, Mickal Camus, Pierre Poirier |
| 2010 | Rectangle Reasoning: A Qualitative Spatial Reasoning with Superposition. | Shou Kumokawa, Kazuko Takahashi |
| 2010 | Improving Structural Knowledge Transfer with Parametric Adaptation. | Tolga Knik, Kamal Ali, Daniel G. Shapiro, Nan Li, David J. Stracuzzi |
| 2010 | Using Ontologies in Case-Based Activity Recognition. | Stephen Knox, Lorcan Coyle, Simon Dobson |