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Learning Bayesian Network structures using Multiple Offspring Sampling

Published • Nov 1, 2011
NobleIDNI1P82W28R36S79
Authors:
Edimilson Batista dos Santos
,
Nelson F. F. Ebecken
,
Estevam Hruschka

Abstract

Variable Ordering (VO) plays an important role when inducing Bayesian Networks (BNs). Previous works in the literature suggest that it is worth pursuing the use of evolutionary strategies for identifying a suitable VO, when learning a Bayesian Network structure from data. This paper proposes a hybri...

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