Learning Bayesian Networks Structures from Incomplete Data: An Efficient Approach Based on Extended Evolutionary Programming

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

10.1007/11430919_55 ◽

2005 ◽

pp. 474-479 ◽

Cited By ~ 4

Author(s):

Xiaolin Li ◽

Xiangdong He ◽

Senmiao Yuan

Keyword(s):

Bayesian Networks ◽

Incomplete Data ◽

Evolutionary Programming ◽

Efficient Approach

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Learning Bayesian networks structures from incomplete data based on extending evolutionary programming

2005 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2005.1527280 ◽

2005 ◽

Cited By ~ 2

Author(s):

Xiao-Lin Li ◽

Xiang-Dong He ◽

Sen-Miao Yuan

Keyword(s):

Bayesian Networks ◽

Incomplete Data ◽

Evolutionary Programming

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Learning Bayesian networks from incomplete data with the node-average likelihood

International Journal of Approximate Reasoning ◽

10.1016/j.ijar.2021.07.015 ◽

2021 ◽

Vol 138 ◽

pp. 145-160

Author(s):

Tjebbe Bodewes ◽

Marco Scutari

Keyword(s):

Bayesian Networks ◽

Incomplete Data

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A Novel Hybrid Evolutionary Algorithm for Learning Bayesian Networks from Incomplete Data

2006 IEEE International Conference on Evolutionary Computation ◽

10.1109/cec.2006.1688409 ◽

2006 ◽

Author(s):

Yuan-Yuan Guo ◽

Man-Leung Wong ◽

Zhi-Hua Cai

Keyword(s):

Bayesian Networks ◽

Evolutionary Algorithm ◽

Incomplete Data ◽

Hybrid Evolutionary Algorithm

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Data Mining in Marketing Using Bayesian Networks and Evolutionary Programming

E-Commerce and Intelligent Methods - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-7908-1779-9_12 ◽

2002 ◽

pp. 198-214 ◽

Cited By ~ 1

Author(s):

Geng Cui ◽

Man Leung Wong

Keyword(s):

Data Mining ◽

Bayesian Networks ◽

Evolutionary Programming

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Bayesian Optimization Algorithm for Learning Structure of Dynamic Bayesian Networks from Incomplete Data

2008 Chinese Control and Decision Conference ◽

10.1109/ccdc.2008.4597693 ◽

2008 ◽

Author(s):

Wenqiang Guo ◽

Xiaoguang Gao ◽

Qinkun Xiao

Keyword(s):

Bayesian Networks ◽

Optimization Algorithm ◽

Incomplete Data ◽

Dynamic Bayesian Networks ◽

Bayesian Optimization ◽

Bayesian Optimization Algorithm

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Learning Bayesian networks structures based on extending evolutionary programming

Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826) ◽

10.1109/icmlc.2004.1382029 ◽

2005 ◽

Author(s):

Xiao-Lin Li ◽

Sen-Miao Yuan ◽

Xiang-Dong He

Keyword(s):

Bayesian Networks ◽

Evolutionary Programming

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A New Method of Learning Bayesian Networks Structures from Incomplete Data

Artificial Neural Networks: Biological Inspirations – ICANN 2005 - Lecture Notes in Computer Science ◽

10.1007/11550907_41 ◽

2005 ◽

pp. 261-266

Author(s):

Xiaolin Li ◽

Xiangdong He ◽

Senmiao Yuan

Keyword(s):

Bayesian Networks ◽

Incomplete Data ◽

New Method

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Learning Bayesian Networks from Incomplete Data: An Efficient Method for Generating Approximate Predictive Distributions

Proceedings of the 2006 SIAM International Conference on Data Mining ◽

10.1137/1.9781611972764.12 ◽

2006 ◽

Cited By ~ 4

Author(s):

Carsten Riggelsen

Keyword(s):

Bayesian Networks ◽

Efficient Method ◽

Incomplete Data ◽

Predictive Distributions

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Rehabilitating of incomplete data sets based on Bayesian networks

2008 Chinese Control and Decision Conference ◽

10.1109/ccdc.2008.4597795 ◽

2008 ◽

Author(s):

Xiaoyi Li ◽

Zhaodi Xu ◽

Zhenpeng Li

Keyword(s):

Bayesian Networks ◽

Incomplete Data ◽

Data Sets

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Estimating the parameters of mixed Bayesian networks from incomplete data

1999 Information, Decision and Control. Data and Information Fusion Symposium, Signal Processing and Communications Symposium and Decision and Control Symposium. Proceedings (Cat. No.99EX251) ◽

10.1109/idc.1999.754221 ◽

1999 ◽

Author(s):

D. McMichael ◽

Lin Liu ◽

Heping Pan

Keyword(s):

Bayesian Networks ◽

Incomplete Data

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