A Novel Algorithm for Merging Bayesian Networks

A Novel Algorithm for Merging Bayesian Networks

The article presents a novel algorithm for merging Bayesian networks generated by different methods, such as expert knowledge and data-driven approaches, while leveraging a symmetry-based approach. The algorithm combines the strengths of each input network to create a more comprehensive and accurate...

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Bibliographic Details
Main Authors: Miroslav Vaniš, Zdeněk Lokaj, Martin Šrotýř
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Symmetry
Subjects:
Bayesian networks
local probability distributions
merging algorithm
score-based methods
structure-based methods
Online Access:https://www.mdpi.com/2073-8994/15/7/1461

Internet

https://www.mdpi.com/2073-8994/15/7/1461

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