Titlebook: Innovations in Bayesian Networks; Theory and Applicati Dawn E. Holmes,Lakhmi C. Jain (Professor of Knowle Book 2008 Springer-Verlag Berlin

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Use of , to Describe the State Space of a Probabilistic-Based Abduction Problem,nformation theory criteria and shows its behaviour in some examples..To test the procedure we have used a couple of examples that can be intuitively interpreted and understood. Moreover, we have carried out a set of experiments to make a comparison with other existing abductive techniques that were designed with goals similar to those we pursue.

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A Survey of First-Order Probabilistic Models,s clear, as well as their semantics. In this survey, we present the main aspects of the solutions proposed and group them according to language, semantics and inference algorithm. In doing so, we draw relations between them and discuss particularly important choices and tradeoffs.

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