Titlebook: Symbolic and Quantitative Approaches to Reasoning with Uncertainty; 11th European Confer Weiru Liu Conference proceedings 2011 Springer-Ver

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Locally Averaged Bayesian Dirichlet Metricsce here an approach which tries to marginalize this free parameter with a simple averaging method. As experimentally shown, this approach robustly performs as well as an optimum selection of this parameter while it prevents from the choice of wrong settings for this widely applied Bayesian score metric.

Nonporous

Using Four Cost Measures to Determine Arc Reversal Orderingsn applied in isolation. In this paper, we also suggest to use .. with LPAR, but to use .. to break .. ties, .. to break .. ties, and .. to break .. ties. Experimental results show that sometimes there is a noticeable gain to be made.

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On Stopping Evidence Gathering for Diagnostic Bayesian Networksn general and show that it is complete for the complexity class ..; we show that the problem remains .-complete even when it is restricted to networks of bounded treewidth. We will argue however, that by reasonable further restrictions the problem can be feasibly solved for many realistic applications.

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