Approaches for Reducing Expert Burden in Bayesian Network Parameterization

Bayesian networks (BNs) are popular models that represent complex relationships among variables. In the discrete case, these relationships can be quantified by conditional probability tables (CPTs). CPTs can be derived from data, but if data are not sufficient, experts can be involved to assess the...

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Bibliographic Details
Main Authors: Bodille P. M. Blomaard, Gabriela F. Nane, Anca M. Hanea
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Entropy
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Online Access:https://www.mdpi.com/1099-4300/27/6/579
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