Design of Evolutionary Methods Applied to the Learning of Bayesian Network Structures

Bayesian Network ◽

10.5772/10078 ◽

2010 ◽

Author(s):

Thierry ◽

Alain Delaplace ◽

Muhammad Muzzamil ◽

Hubert Cardot ◽

Jean-Yves Ramel

Keyword(s):

Bayesian Network ◽

Network Structures ◽

Evolutionary Methods

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Evolutionary Methods for Learning Bayesian Network Structures

Advances in Evolutionary Algorithms ◽

10.5772/6123 ◽

2008 ◽

Cited By ~ 3

Author(s):

Thierry Brouard ◽

Alain Delaplace ◽

Hubert Cardot

Keyword(s):

Bayesian Network ◽

Network Structures ◽

Evolutionary Methods

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Two Evolutionary Methods for Learning Bayesian Network Structures

Computational Intelligence and Security - Lecture Notes in Computer Science ◽

10.1007/978-3-540-74377-4_31 ◽

2007 ◽

pp. 288-297 ◽

Cited By ~ 6

Author(s):

Alain Delaplace ◽

Thierry Brouard ◽

Hubert Cardot

Keyword(s):

Bayesian Network ◽

Network Structures ◽

Evolutionary Methods

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Two evolutionary methods for learning Bayesian network structures

2006 International Conference on Computational Intelligence and Security ◽

10.1109/iccias.2006.294107 ◽

2006 ◽

Cited By ~ 2

Author(s):

Alain Delaplace ◽

Thierry Brouard ◽

Hubert Cardot

Keyword(s):

Bayesian Network ◽

Network Structures ◽

Evolutionary Methods

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A geometric view on learning Bayesian network structures

International Journal of Approximate Reasoning ◽

10.1016/j.ijar.2010.01.014 ◽

2010 ◽

Vol 51 (5) ◽

pp. 573-586 ◽

Cited By ~ 10

Author(s):

Milan Studený ◽

Jiří Vomlel ◽

Raymond Hemmecke

Keyword(s):

Bayesian Network ◽

Network Structures

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A Direct Measure for the Efficacy of Bayesian Network Structures Learned from Data

Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/978-3-540-73499-4_45 ◽

2007 ◽

pp. 601-615 ◽

Cited By ~ 4

Author(s):

Gary F. Holness

Keyword(s):

Bayesian Network ◽

Network Structures ◽

Direct Measure

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A novel discrete particle swarm optimization algorithm for solving bayesian network structures learning problem

International Journal of Computer Mathematics ◽

10.1080/00207160.2019.1566535 ◽

2019 ◽

Vol 96 (12) ◽

pp. 2423-2440 ◽

Cited By ~ 3

Author(s):

Jingyun Wang ◽

Sanyang Liu

Keyword(s):

Particle Swarm Optimization ◽

Bayesian Network ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Network Structures ◽

Discrete Particle Swarm Optimization ◽

Learning Problem ◽

Swarm Optimization ◽

Discrete Particle

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Improved algorithm based on mutual information for learning Bayesian network structures in the space of equivalence classes

Multimedia Tools and Applications ◽

10.1007/s11042-011-0801-6 ◽

2011 ◽

Vol 60 (1) ◽

pp. 129-137 ◽

Cited By ~ 2

Author(s):

Bing Han Li ◽

San Yang Liu ◽

Zhan Guo Li

Keyword(s):

Mutual Information ◽

Bayesian Network ◽

Equivalence Classes ◽

Network Structures ◽

Improved Algorithm

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An efficient modeling algorithm for intrusion detection systems using C5.0 and Bayesian Network structures

2015 2nd International Conference on Knowledge-Based Engineering and Innovation (KBEI) ◽

10.1109/kbei.2015.7436203 ◽

2015 ◽

Author(s):

Fariba Younes Nia ◽

Mehdi Khalili

Keyword(s):

Intrusion Detection ◽

Bayesian Network ◽

Intrusion Detection Systems ◽

Network Structures ◽

Detection Systems ◽

Modeling Algorithm ◽

Efficient Modeling

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Learning Bayesian network structures under incremental construction curricula

Neurocomputing ◽

10.1016/j.neucom.2017.01.092 ◽

2017 ◽

Vol 258 ◽

pp. 30-40 ◽

Cited By ~ 14

Author(s):

Yanpeng Zhao ◽

Yetian Chen ◽

Kewei Tu ◽

Jin Tian

Keyword(s):

Bayesian Network ◽

Network Structures ◽

Incremental Construction

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Learning Causal Bayesian Network Structures From Experimental Data

Journal of the American Statistical Association ◽

10.1198/016214508000000193 ◽

2008 ◽

Vol 103 (482) ◽

pp. 778-789 ◽

Cited By ~ 75

Author(s):

Byron Ellis ◽

Wing Hung Wong

Keyword(s):

Experimental Data ◽

Bayesian Network ◽

Network Structures ◽

Causal Bayesian Network

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