Decomposition-based Bayesian network structure learning algorithm using local topology information

Knowledge-Based Systems ◽

10.1016/j.knosys.2020.105602 ◽

2020 ◽

Vol 195 ◽

pp. 105602 ◽

Author(s):

Jingguo Dai ◽

Jia Ren ◽

Wencai Du

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Learning Algorithm ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning ◽

Topology Information ◽

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A Bayesian Network Structure Learning Algorithm Based on the Combination of PSO and Sub-graph Decomposition

Proceedings of the 2016 International Conference on Education, Management and Computer Science ◽

10.2991/icemc-16.2016.194 ◽

2016 ◽

Author(s):

Shaorong Feng

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Learning Algorithm ◽

Graph Decomposition ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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A Partial Correlation-Based Bayesian Network Structure Learning Algorithm under SEM

Advances in Knowledge Discovery and Data Mining - Lecture Notes in Computer Science ◽

10.1007/978-3-642-20847-8_6 ◽

2011 ◽

pp. 63-74

Author(s):

Jing Yang ◽

Lian Li

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Partial Correlation ◽

Structure Learning ◽

Learning Algorithm ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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Grouping Parallel Bayesian Network Structure Learning Algorithm Based on Variable Ordering

Lecture Notes in Computer Science - Intelligent Data Engineering and Automated Learning – IDEAL 2016 ◽

10.1007/978-3-319-46257-8_44 ◽

2016 ◽

pp. 405-415 ◽

Author(s):

Xiaolong Qi ◽

Yinhuan Shi ◽

Hao Wang ◽

Yang Gao

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Learning Algorithm ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning ◽

Variable Ordering

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A Novel Bayesian Network Structure Learning Algorithm: Best Parents-Children

2019 IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) ◽

10.1109/iske47853.2019.9170457 ◽

2019 ◽

Author(s):

Emna Benmohamed ◽

Hela Ltifi ◽

Mounir Ben Ayed

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Learning Algorithm ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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A Fast Bayesian Network Structure Learning Algorithm

Journal of Computer Research and Development ◽

10.1360/crad20070307 ◽

2007 ◽

Vol 44 (3) ◽

pp. 412 ◽

Author(s):

Junzhong Ji

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Learning Algorithm ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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A novel Bayesian Network structure learning algorithm based on minimal correlated itemset mining techniques

2007 2nd International Conference on Digital Information Management ◽

10.1109/icdim.2007.4444211 ◽

2007 ◽

Author(s):

Zahra Kebaili ◽

Alexandre Aussem

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Learning Algorithm ◽

Itemset Mining ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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Bayesian network structure learning algorithm based on topological order and quantum genetic algorithm

Journal of Computer Applications ◽

10.3724/sp.j.1087.2013.01595 ◽

2013 ◽

Vol 33 (6) ◽

pp. 1595-1599

Author(s):

Xuewu ZHAO ◽

Guangliang LIU ◽

Xindang CHENG ◽

Junzhong JI

Keyword(s):

Genetic Algorithm ◽

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Learning Algorithm ◽

Topological Order ◽

Quantum Genetic Algorithm ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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An incremental Bayesian network structure learning algorithm based on local updating strategy

2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC) ◽

10.1109/iaeac47372.2019.8997724 ◽

2019 ◽

Author(s):

Dan Liu ◽

Jie Wu ◽

Lin Liang ◽

Xiaowan Li ◽

Chunguang Luo ◽

...

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Learning Algorithm ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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A novel Bayesian network structure learning algorithm based on Maximal Information Coefficient

2012 IEEE Fifth International Conference on Advanced Computational Intelligence (ICACI) ◽

10.1109/icaci.2012.6463292 ◽

2012 ◽

Author(s):

Yinghua Zhang ◽

Qiping Hu ◽

Wensheng Zhang ◽

Jin Liu

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Learning Algorithm ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning ◽

Information Coefficient ◽

Maximal Information Coefficient

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Prüfer Number Encoding for Genetic Bayesian Network Structure Learning Algorithm

2008 10th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing ◽

10.1109/synasc.2008.91 ◽

2008 ◽

Author(s):

Beata Reiz ◽

Lehel Csato ◽

Dan Dumitrescu

Keyword(s):

Bayesian Network ◽

Network Structure ◽

Structure Learning ◽

Learning Algorithm ◽

Bayesian Network Structure ◽

Bayesian Network Structure Learning

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