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An improved constraint-based Bayesian network learning method using Gaussian kernel probability density estimator

  • Published:2018-12 Issue: Volume:113 Page:544-554
  • ISSN:0957-4174
  • Container-title:Expert Systems with Applications
  • language:en
  • Short-container-title:Expert Systems with Applications

Author:

Jiang Yaling,Liang Zizhen,Gao Hui,Guo Yang,Zhong Zhiman,Yang Chen,Liu Jianxiao

Funder

National Natural Science Foundation of China

Natural Science Foundation of Hubei Province

Fundamental Research Funds for the Central Universities

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference29 articles.

1. A new look at the statistical model identification;Akaike;IEEE Transactions on Automatic Control,1974

2. Reverse engineering of regulatory networks in human B cells;Basso;Nature Genetics,2005

3. Learning Bayesian networks in the space of structures by estimation of distribution algorithms;Blanco;International Journal of Intelligent Systems,2003

4. A stratified simulation scheme for inference in Bayesian belief networks;Bouckaert;Uncertainty Proceedings 1994,1994

5. Ant colony optimization for learning Bayesian networks;Campos;International Journal of Approximate Reasoning,2002

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