A Structure Learning Algorithm for Bayesian Network Using Prior Knowledge

Jungang Xu; Yue Zhao; Jian Chen; Chao Han

doi:10.1007/s11390-015-1556-8

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A Structure Learning Algorithm for Bayesian Network Using Prior Knowledge

Jungang Xu Yue Zhao Jian Chen Chao Han

Year: 2015 Journal: Journal of Computer Science and Technology Vol: 30 (4)Pages: 713-724 Publisher: Springer Science+Business Media

DOI: 10.1007/s11390-015-1556-8

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Keywords:

Computer science Markov chain Monte Carlo Bayesian network Variable-order Bayesian network Algorithm Bayesian probability Machine learning Prior probability Artificial intelligence Heuristic Node (physics) Markov chain Bayesian inference

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Topics

Bayesian Modeling and Causal Inference

Physical Sciences → Computer Science → Artificial Intelligence

Data Quality and Management

Social Sciences → Decision Sciences → Management Science and Operations Research

AI-based Problem Solving and Planning

Physical Sciences → Computer Science → Artificial Intelligence

A Structure Learning Algorithm for Bayesian Network Using Prior Knowledge

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Citation History

Topics

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