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Determining the direction of the local search in topological ordering space for Bayesian network structure learning
Knowledge-Based Systems
◽
10.1016/j.knosys.2021.107566
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2021
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pp. 107566
Author(s):
Zidong Wang
◽
Xiaoguang Gao
◽
Xiangyuan Tan
◽
Xiaohan Liu
Keyword(s):
Local Search
◽
Bayesian Network
◽
Network Structure
◽
Structure Learning
◽
Bayesian Network Structure
◽
Bayesian Network Structure Learning
Download Full-text
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References
iMMPC: A Local Search Approach for Incremental Bayesian Network Structure Learning
Advances in Intelligent Data Analysis X - Lecture Notes in Computer Science
◽
10.1007/978-3-642-24800-9_37
◽
2011
◽
pp. 401-412
◽
Cited By ~ 4
Author(s):
Amanullah Yasin
◽
Philippe Leray
Keyword(s):
Local Search
◽
Bayesian Network
◽
Network Structure
◽
Structure Learning
◽
Bayesian Network Structure
◽
Bayesian Network Structure Learning
◽
Search Approach
Download Full-text
Dynamic MMHC: A Local Search Algorithm for Dynamic Bayesian Network Structure Learning
Advances in Intelligent Data Analysis XII - Lecture Notes in Computer Science
◽
10.1007/978-3-642-41398-8_34
◽
2013
◽
pp. 392-403
◽
Cited By ~ 4
Author(s):
Ghada Trabelsi
◽
Philippe Leray
◽
Mounir Ben Ayed
◽
Adel Mohamed Alimi
Keyword(s):
Local Search
◽
Bayesian Network
◽
Network Structure
◽
Structure Learning
◽
Search Algorithm
◽
Dynamic Bayesian Network
◽
Local Search Algorithm
◽
Bayesian Network Structure
◽
Bayesian Network Structure Learning
Download Full-text
Why BDeu ? Regular Bayesian network structure learning with discrete and continuous variables
Wiley Interdisciplinary Reviews Computational Statistics
◽
10.1002/wics.1554
◽
2021
◽
Author(s):
Joe Suzuki
Keyword(s):
Bayesian Network
◽
Network Structure
◽
Structure Learning
◽
Continuous Variables
◽
Bayesian Network Structure
◽
Bayesian Network Structure Learning
Download Full-text
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data
International Journal of Approximate Reasoning
◽
10.1016/j.ijar.2021.01.001
◽
2021
◽
Vol 131
◽
pp. 151-188
Author(s):
Anthony C. Constantinou
◽
Yang Liu
◽
Kiattikun Chobtham
◽
Zhigao Guo
◽
Neville K. Kitson
Keyword(s):
Bayesian Network
◽
Network Structure
◽
Large Scale
◽
Structure Learning
◽
Learning Algorithms
◽
Noisy Data
◽
Empirical Validation
◽
Bayesian Network Structure
◽
Bayesian Network Structure Learning
Download Full-text
An FPGA Accelerator for Bayesian Network Structure Learning with Iterative Use of Processing Elements
2020 International Conference on Field-Programmable Technology (ICFPT)
◽
10.1109/icfpt51103.2020.00013
◽
2020
◽
Author(s):
Yasuhiro Nitta
◽
Hideki Takase
Keyword(s):
Bayesian Network
◽
Network Structure
◽
Structure Learning
◽
Processing Elements
◽
Bayesian Network Structure
◽
Bayesian Network Structure Learning
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Bayesian network structure learning using cooperative coevolution
Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09
◽
10.1145/1569901.1570006
◽
2009
◽
Cited By ~ 11
Author(s):
Olivier Barriàre
◽
Evelyne Lutton
◽
Pierre-Henri Wuillemin
Keyword(s):
Bayesian Network
◽
Network Structure
◽
Structure Learning
◽
Cooperative Coevolution
◽
Bayesian Network Structure
◽
Bayesian Network Structure Learning
Download Full-text
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
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10.2991/icemc-16.2016.194
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2016
◽
Author(s):
Shaorong Feng
Keyword(s):
Bayesian Network
◽
Network Structure
◽
Structure Learning
◽
Learning Algorithm
◽
Graph Decomposition
◽
Bayesian Network Structure
◽
Bayesian Network Structure Learning
Download Full-text
Immune allied genetic algorithm for Bayesian network structure learning
10.1117/12.920298
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2012
◽
Author(s):
Qin Song
◽
Feng Lin
◽
Wei Sun
◽
KC Chang
Keyword(s):
Genetic Algorithm
◽
Bayesian Network
◽
Network Structure
◽
Structure Learning
◽
Bayesian Network Structure
◽
Bayesian Network Structure Learning
Download Full-text
Adaptive Bayesian Network Structure Learning from Big Datasets
Database Systems for Advanced Applications - Lecture Notes in Computer Science
◽
10.1007/978-3-319-55705-2_12
◽
2017
◽
pp. 158-168
◽
Cited By ~ 1
Author(s):
Yan Tang
◽
Qidong Zhang
◽
Huaxin Liu
◽
Wangsong Wang
Keyword(s):
Bayesian Network
◽
Network Structure
◽
Structure Learning
◽
Bayesian Network Structure
◽
Bayesian Network Structure Learning
Download Full-text
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
Download Full-text
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