An Exploration of Structure Learning in Bayesian Networks

Berzan, Constantin
2012

We start with a brief introduction to Bayesian networks. We provide an overview of learning Bayesian networks from data, and the different variations of this task. We then focus on the particular task of learning Bayesian network structure from fully observed data using a search-and-score approach. We discuss the Bayesian score and its implications, and survey the literature on existi... read more

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Undergraduate Honors Theses
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http://hdl.handle.net/10427/77422
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