| 2010 | Recognizing American Sign Language Letters: A Machine Learning Experience in an Introductory AI Course. | Ellen Lowenfeld Walker |
| 2010 | CsMTL MLP For WEKA: Neural Network Learning with Inductive Transfer. | Liangliang Tu, Benjamin Fowler, Daniel L. Silver |
| 2010 | Structured Value Elimination with D-Separation Analysis. | Lionel Torti, Pierre-Henri Wuillemin |
| 2010 | A System for Relational Probabilistic Reasoning on Maximum Entropy. | Matthias Thimm, Marc Finthammer, Sebastian Loh, Gabriele Kern-Isberner, Christoph Beierle |
| 2010 | Progress Towards Effective Automated Reasoning with World Knowledge. | Geoff Sutcliffe, Martin Suda, Alexandra Teyssandier, Nelson Dellis, Gerard de Melo |
| 2010 | Using Verbosity: Common Sense Data from Games with a Purpose. | Robyn Speer, Catherine Havasi, Harshit Surana |
| 2010 | A Destination Recommendation System for Virtual Worlds. | Fahad Shah, Philip Bell, Gita Sukthankar |
| 2010 | Morphological Analysis of Ill-Formed Arabic Verbs in Intelligent Language Tutoring Framework. | Khaled Shaalan, Marwa Magdy, Aly A. Fahmy |
| 2010 | Visual Object Detection using Frequent Pattern Mining. | Yousuf Aboobaker Sait, Balaraman Ravindran |
| 2010 | Computational Aspects of the Intelligent Tutoring System MetaTutor. | Vasile Rus, Mihai C. Lintean, Roger Azevedo |
| 2010 | Handling of Numeric Ranges for Graph-Based Knowledge Discovery. | Oscar E. Romero, Jesus A. Gonzalez, Lawrence B. Holder |
| 2010 | A Supervised Method for Microcalcifications Detection using Breast Density. | Gabriela A. Rodriguez, Jesus A. Gonzalez, Leopoldo Altamirano Robles, Jose S. Guichard, Raquel Daz |
| 2010 | Toponym Disambiguation Using Events. | Kirk Roberts, Cosmin Adrian Bejan, Sanda M. Harabagiu |
| 2010 | Learning Textual Graph Patterns to Detect Causal Event Relations. | Bryan Rink, Cosmin Adrian Bejan, Sanda M. Harabagiu |
| 2010 | Segmentation of Bone Marrow Cell Images for Morphological Classification of Acute Leukemia. | Carolina Reta, Leopoldo Altamirano Robles, Jesus A. Gonzalez, Raquel Daz, Jose S. Guichard |
| 2010 | Evaluating Multi-Agent Traffic Controllers. | Crystal Redman, Adele E. Howe |
| 2010 | An Empirical Examination of the Relation Between Attention and Motivation in Computer-Based Education: a Modeling Approach. | Genaro Rebolledo-Mendez, Sara de Freitas, Jose Rafael Rojano-Caceres, Alma Rosa Garca-Gaona |
| 2010 | Mining Actionable Patterns. | Prabakararaj Swapna Raj, Balaraman Ravindran |
| 2010 | Imitating Personalized Expressions in an Avatar through Machine Learning. | Cassondra Puklavage, Alexander R. Pirela, Avelino J. Gonzalez, Michael Georgiopoulos |
| 2010 | Similarity Measures in Hierarchical Behaviours from a Structural Point of View. | Gonzalo Flrez Puga, Beln Daz-Agudo, Pedro A. Gonzlez-Calero |
| 2010 | Automatic Classification of Article Errors in L2 Written English. | Aliva M. Pradhan, Aparna S. Varde, Jing Peng, Eileen Fitzpatrick |
| 2010 | Learning to Identify and Track Imaginary Objects Implied by Gestures. | Andreya Piplica, Alexandra Olivier, Allison Petrosino, Kevin Gold |
| 2010 | Incrementally Learning Rules for Anomaly Detection. | Denis Petrussenko, Philip K. Chan |
| 2010 | Subgraph Isomorphism Detection with Support for Continuous Labels. | Gerardo Perez, Ivn Olmos, Jesus A. Gonzalez |
| 2010 | The Readability of Helpful Product Reviews. | Michael P. O'Mahony, Barry Smyth |