| 2007 | Query-Based Summarization of Customer Reviews. | Olga Feiguina, Guy Lapalme |
| 2007 | A Novel Approach for Automatic Palmprint Recognition. | Murat Ekinci, Murat Aykut |
| 2007 | Cost-Sensitive Decision Trees with Pre-pruning. | Jun Du, Zhihua Cai, Charles X. Ling |
| 2007 | Adding Local Constraints to Bayesian Networks. | Mark Crowley, Brent Boerlage, David Poole |
| 2007 | A Profit-Based Business Model for Evaluating Rule Interestingness. | Yaohua Chen, Yan Zhao, Yiyu Yao |
| 2007 | Reasoning with Conditional Preferences Across Attributes. | Shaoju Chen, Scott Buffett, Michael W. Fleming |
| 2007 | Analytic Results on the Hodgkin-Huxley Neural Network: Spikes Annihilation. | Dragos Calitoiu, B. John Oommen, Doron Nussbaum |
| 2007 | Competition and Coordination in Stochastic Games. | Andriy Burkov, Abdeslam Boularias, Brahim Chaib-draa |
| 2007 | R-FRTDP: A Real-Time DP Algorithm with Tight Bounds for a Stochastic Resource Allocation Problem. | Camille Besse, Pierrick Plamondon, Brahim Chaib-draa |
| 2007 | On the Use of Possibilistic Bases for Local Computations in Product-Based Possibilistic Networks. | Salem Benferhat, Salma Smaoui |
| 2007 | Pattern Classification in No-Limit Poker: A Head-Start Evolutionary Approach. | Brien Beattie, Garrett Nicolai, David Gerhard, Robert J. Hilderman |
| 2007 | Rethinking the Semantics of Complex Nominals. | Nabil Abdullah, Richard A. Frost |
| 2006 | Parameter Estimation of One-Class SVM on Imbalance Text Classification. | Ling Zhuang, Honghua Dai |
| 2006 | Classification Based on Logical Concept Analysis. | Yan Zhao, Yiyu Yao |
| 2006 | Four-Valued Semantics for Default Logic. | Anbu Yue, Yue Ma, Zuoquan Lin |
| 2006 | Modeling Causal Reinforcement and Undermining with Noisy-AND Trees. | Y. Xiang, N. Jia |
| 2006 | On the Quality and Quantity of Random Decisions in Stochastic Local Search for SAT. | Dave A. D. Tompkins, Holger H. Hoos |
| 2006 | Probabilistic Inference Trees for Classification and Ranking. | Jiang Su, Harry Zhang |
| 2006 | A Pruning-Based Algorithm for Computing Optimal Coalition Structures in Linear Production Domains. | Chattrakul Sombattheera, Aditya Ghose |
| 2006 | Language Patterns in the Learning of Strategies from Negotiation Texts. | Marina Sokolova, Stan Szpakowicz |
| 2006 | Bayesian Learning for Feed-Forward Neural Network with Application to Proteomic Data: The Glycosylation Sites Detection of the Epidermal Growth Factor-Like Proteins Associated with Cancer as a Case Study. | Alireza Shaneh, Gregory Butler |
| 2006 | Satisfaction Equilibrium: Achieving Cooperation in Incomplete Information Games. | Stphane Ross, Brahim Chaib-draa |
| 2006 | An Efficient Resource Allocation Approach in Real-Time Stochastic Environment. | Pierrick Plamondon, Brahim Chaib-draa, Abder Rezak Benaskeur |
| 2006 | Probabilistic Melodic Harmonization. | Jean-Franois Paiement, Douglas Eck, Samy Bengio |
| 2006 | Unsupervised Named-Entity Recognition: Generating Gazetteers and Resolving Ambiguity. | David Nadeau, Peter D. Turney, Stan Matwin |