| 2010 | Argumentation-Based Reasoning with Inconsistent Knowledge Bases. | Xiaowang Zhang, Zhihu Zhang, Dai Xu, Zuoquan Lin |
| 2010 | A Novel Approach for Recommending Ranked User-Generated Reviews. | Richong Zhang, Thomas T. Tran |
| 2010 | Exploiting Frame Information for Prepositional Phrase Semantic Role Labeling. | Dunwei Wen, Qing Dou |
| 2010 | Semi-supervised Probability Propagation on Instance-Attribute Graphs. | Bin Wang, Harry Zhang |
| 2010 | Potential AI Strategies to Solve the | Petro Verkhogliad, B. John Oommen |
| 2010 | Dynamic Reasoning for Description Logic Terminologies. | Stanislav Ustymenko, Daniel G. Schwartz |
| 2010 | Finding a Single, All, or the Most Probable Solution to a Finite or Non-finite Interval Algebra Network. | Andr Trudel |
| 2010 | Predicting Optimal Constraint Satisfaction Methods. | Craig D. S. Thompson |
| 2010 | Automatic Discovery of Network Applications: A Hybrid Approach. | Mahbod Tavallaee, Wei Lu, Ebrahim Bagheri, Ali A. Ghorbani |
| 2010 | Evaluation of Rare Event Detection. | Marina Sokolova, Khaled El Emam, Sadrul Chowdhury, Emilio Neri, Sean Rose, Elizabeth Jonker |
| 2010 | Improving Bayesian Learning Using Public Knowledge. | Farid Seifi, Chris Drummond, Nathalie Japkowicz, Stan Matwin |
| 2010 | Privacy Preserving Publication of Longitudinal Health Data. | Morvarid Sehatkar |
| 2010 | The IMAP Hybrid Method for Learning Gaussian Bayes Nets. | Oliver Schulte, Gustavo Frigo, Russell Greiner, Hassan Khosravi |
| 2010 | Automatic Text Segmentation for Movie Subtitles. | Martin Scaiano, Diana Inkpen, Robert Laganire, Adele Reinhartz |
| 2010 | Word Reordering Approaches for Bangla-English Statistical Machine Translation. | Maxim Roy, Fred Popowich |
| 2010 | Phrase-Based Statistical Machine Translation for a Low-Density Language Pair. | Maxim Roy, Fred Popowich |
| 2010 | Offensive Language Detection Using Multi-level Classification. | Amir Hossein Razavi, Diana Inkpen, Sasha Uritsky, Stan Matwin |
| 2010 | Semantic Annotation Using Ontology and Bayesian Networks. | Quratulain Rajput |
| 2010 | An Adaptive Trust and Reputation System for Open Dynamic Environment. | Zeinab Noorian |
| 2010 | Comparison of Feature Selection Methods for Sentiment Analysis. | Chris Nicholls, Fei Song |
| 2010 | Feature Subset-Wise Mixture Model-Based Clustering via Local Search Algorithm. | Younghwan Namkoong, Yongsung Joo, Douglas D. Dankel II |
| 2010 | The Ant Search Algorithm: An Ant Colony Optimization Algorithm for the Optimal Searcher Path Problem with Visibility. | Michael Morin, Luc Lamontagne, Irne Abi-Zeid, Patrick Maupin |
| 2010 | Supervised Machine Learning for Summarizing Legal Documents. | Mehdi Yousfi Monod, Atefeh Farzindar, Guy Lapalme |
| 2010 | Exploiting Rhetorical Relations in Blog Summarization. | Shamima Mithun |
| 2010 | Corpus-Based Term Relatedness Graphs in Tag Recommendation. | Evangelos E. Milios |