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What is Heckerman95 BN KnowledgePLUSData about?

This paper presents a Bayesian approach for learning Bayesian networks from prior knowledge and statistical data. It develops a methodology for assessing informative priors needed for learning, and shows how to compute the relative posterior probabilities of network structures given data. Search methods are also described for identifying high-scoring network structures.

Author

Sandeep Gogadi

Language

EN