| 2010 | Offline Recognition of Handwritten Numeral Characters with Polynomial Neural Networks Using Topological Features. | El-Sayed M. El-Alfy |
| 2010 | MeSH Represented MEDLINE Query Results. | Pif Edwards, Vlado Keselj |
| 2010 | Overlap versus Imbalance. | Misha Denil, Thomas Trappenberg |
| 2010 | Detection of Mine-Like Objects Using Restricted Boltzmann Machines. | Warren A. Connors, Patrick C. Connor, Thomas Trappenberg |
| 2010 | Peer-Based Intelligent Tutoring Systems: A Corpus-Oriented Approach. | John Champaign |
| 2010 | Deep Distributed News: Ontologies to the Rescue of Journalism. | Alexandre Cayla-Irigoyen, Esma Ameur |
| 2010 | Data Mining Techniques for Proactive Fault Diagnostics of Electronic Gaming Machines. | Matthew Butler, Vlado Keselj |
| 2010 | Unsupervised Extraction of Appraisal Expressions. | Kenneth Bloom, Shlomo Argamon |
| 2010 | Belief Revision of Product-Based Causal Possibilistic Networks. | Salem Benferhat, Karim Tabia |
| 2010 | Notes on Generating Satisfiable SAT Instances Using Random Subgraph Isomorphism. | Calin Anton, Christopher Neal |
| 2010 | Automatic Parameter Settings for the PROAFTN Classifier Using Hybrid Particle Swarm Optimization. | Feras N. Al-Obeidat, Nabil Belacel, Juan A. Carretero, Prabhat Mahanti |
| 2010 | Robustness of Classifiers to Changing Environments. | Houman Abbasian, Chris Drummond, Nathalie Japkowicz, Stan Matwin |
| 2009 | Compiling the Lexicographic Inference Using Boolean Cardinality Constraints. | Safa Yahi, Salem Benferhat |
| 2009 | Enumerating Unlabeled and Root Labeled Trees for Causal Model Acquisition. | Yang Xiang, Zoe Jingyu Zhu, Yu Li |
| 2009 | A Concurrent Dynamic Logic of Knowledge, Belief and Certainty for Multi-agent Systems. | Lijun Wu, Jinshu Su, Xiangyu Luo, Zhihua Yang, Qingliang Chen |
| 2009 | Belief Rough Set Classifier. | Salsabil Trabelsi, Zied Elouedi, Pawan Lingras |
| 2009 | Active Learning with Automatic Soft Labeling for Induction of Decision Trees. | Jiang Su, Jelber Sayyad-Shirabad, Stan Matwin, Jin Huang |
| 2009 | Training Global Linear Models for Chinese Word Segmentation. | Dong Song, Anoop Sarkar |
| 2009 | Opinion Learning without Emotional Words. | Marina Sokolova, Guy Lapalme |
| 2009 | An Empirical Study of Category Skew on Feature Selection for Text Categorization. | Mondelle Simeon, Robert J. Hilderman |
| 2009 | A Procedural Planning System for Goal Oriented Agents in Games. | Yingying She, Peter Grogono |
| 2009 | Computer (and Human) Perfection at Checkers. | Jonathan Schaeffer |
| 2009 | Automatic Frame Extraction from Sentences. | Martin Scaiano, Diana Inkpen |
| 2009 | A Semi-supervised Approach to Bengali-English Phrase-Based Statistical Machine Translation. | Maxim Roy |
| 2009 | Context Dependent Movie Recommendations Using a Hierarchical Bayesian Model. | Daniel Pomerantz, Gregory Dudek |