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Advances in Learning Bayesian Networks of Bounded Treewidth


Jun 06, 2014
Siqi Nie, Denis Deratani Maua, Cassio Polpo de Campos, Qiang Ji

* 23 pages, 2 figures, 3 tables 

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On the Complexity of Strong and Epistemic Credal Networks


Sep 26, 2013
Denis D. Maua, Cassio Polpo de Campos, Alessio Benavoli, Alessandro Antonucci

* Appears in Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI2013) 

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Inference in Polytrees with Sets of Probabilities


Oct 19, 2012
Jose Carlos Ferreira da Rocha, Fabio Gagliardi Cozman, Cassio Polpo de Campos

* Appears in Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI2003) 

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The Complexity of Approximately Solving Influence Diagrams


Oct 16, 2012
Denis D. Maua, Cassio Polpo de Campos, Marco Zaffalon

* Appears in Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence (UAI2012) 

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Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitative Probabilistic Assesments


Jul 11, 2012
Fabio Gagliardi Cozman, Cassio Polpo de Campos, Jaime Ide, Jose Carlos Ferreira da Rocha

* Appears in Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence (UAI2004) 

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Belief Updating and Learning in Semi-Qualitative Probabilistic Networks


Jul 04, 2012
Cassio Polpo de Campos, Fabio Gagliardi Cozman

* Appears in Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence (UAI2005) 

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Strategy Selection in Influence Diagrams using Imprecise Probabilities


Jun 13, 2012
Cassio Polpo de Campos, Qiang Ji

* Appears in Proceedings of the Twenty-Fourth Conference on Uncertainty in Artificial Intelligence (UAI2008) 

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Solving Limited Memory Influence Diagrams


Sep 09, 2011
Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon

* 43 pages, 8 figures 

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