A New Ensemble Learning Algorithm Combined with Causal Analysis for Bayesian Network Structural Learning

The Bayesian Network (BN) has been widely applied to causal reasoning in artificial intelligence, and the Search-Score (SS) method has become a mainstream approach to mine causal relationships for establishing BN structure. Aiming at the problems of local optimum and low generalization in existing S...

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Bibliographic Details
Main Authors: Ming Li, Ren Zhang, Kefeng Liu
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/12/12/2054