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A parallel algorithm for Bayesian network structure learning from large data sets

Published in Knowledge-Based Systems • Jul 26, 2016
NobleIDNI0P73W56R75S03
Authors:
Anders L. Madsen
,
Frank Jensen
,
Antonio Salmerón

Abstract

This paper considers a parallel algorithm for Bayesian network structure learning from large data sets. The parallel algorithm is a variant of the well known PC algorithm. The PC algorithm is a constraint-based algorithm consisting of five steps where the first step is to perform a set of (condition...

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