| 2010 | Toward parallel search for optimization in graphical models. | Lars Otten, Rina Dechter |
| 2010 | Windows on the Mind: Some recent aspects of modeling and pattern recognition of cognition. | Larry Michael Manevitz |
| 2010 | Computational complexity and approximization methods of most relevant explanation. | Heejin Lim, Changhe Yuan |
| 2010 | Prior Information Based Bayesian Infinite Mixture Model. | Zhen Hu, Siva Sivaganesan, Mario Medvedovic |
| 2010 | Using mathematics on an industrial scale. | Warren A. Hunt Jr. |
| 2010 | Ubiquitous monotone and almost-monotone Boolean functions in systems biology. | Utz-Uwe Haus |
| 2010 | Approximate solutions of interactive dynamic influence diagrams using ε-behavioral equivalence. | Muthukumaran Chandrasekaran, Prashant Doshi, Yifeng Zeng |
| 2010 | On analysis of unicity of Jeffrey's rule of conditioning in a probabilistic framework. | Salem Benferhat, Karim Tabia, Karima Sedki |
| 2010 | Similarity measures in formal concept analysis. | Faris Alqadah, Raj Bhatnagar |
| 2010 | An analysis of breadth-first beam search using uniform cost trees. | Sandip Aine, P. P. Chakrabarti |
| 2010 | On aggregating binary relations using 0-1 integer linear programming. | Julien Ah-Pine |
| 2008 | Minimal Residual Approaches for Policy Evaluation in Large Sparse Markov Chains. | Hengshuai Yao, Zhi-Qiang Liu |
| 2008 | Complexity Issues in Preference Elicitation and Manipulation. | Toby Walsh |
| 2008 | Hyperequivalence of Programs and Operators. | Miroslaw Truszczynski, Stefan Woltran |
| 2008 | Extracting Relevant Information from Samples. | Naftali Tishby |
| 2008 | Building Incomplete but Accurate Models. | Erik Talvitie, Britton Wolfe, Satinder Singh |
| 2008 | Probably Approximately Correct (PAC) Exploration in Reinforcement Learning. | Alexander L. Strehl |
| 2008 | Using Abstraction for Generalized Planning. | Siddharth Srivastava, Neil Immerman, Shlomo Zilberstein |
| 2008 | SAT as a Programming Environment for Linear Algebra and Cryptanalysis. | Marian Srebrny, Mateusz Srebrny, Lidia Stepien |
| 2008 | Approximation Strategies for Routing in Stochastic Dynamic Networks. | Toms Singliar, Milos Hauskrecht |
| 2008 | Probabilistic Sequential Diagnosis by Compilation. | Sajjad Ahmed Siddiqi, Jinbo Huang |
| 2008 | Complexity of First Order ID-Logic. | John S. Schlipf, Marc Denecker |
| 2008 | On the Relationship between Hybrid Probabilistic Logic Programs and Stochastic Satisfiability. | Emad Saad |
| 2008 | Predictive Linear-Gaussian Models of Dynamical Systems with Vector-Valued Actions and Observations. | Matthew R. Rudary, Satinder Singh |
| 2008 | Preferences, Constraints, Uncertainty, and Multi-Agent Scenarios. | Francesca Rossi |