A Hybrid Structure Learning Algorithm for Bayesian Network Using Experts’ Knowledge

A Hybrid Structure Learning Algorithm for Bayesian Network Using Experts’ Knowledge

Bayesian network structure learning from data has been proved to be a NP-hard (Non-deterministic Polynomial-hard) problem. An effective method of improving the accuracy of Bayesian network structure is using experts’ knowledge instead of only using data. Some experts’ knowledge (...

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Bibliographic Details
Main Authors: Hongru Li, Huiping Guo
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Entropy
Subjects:
Bayesian network
structure learning
explicit knowledge
vague knowledge
hybrid algorithm
Online Access:http://www.mdpi.com/1099-4300/20/8/620

Internet

http://www.mdpi.com/1099-4300/20/8/620

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