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Research article

First published 2023-7

An improved hybrid structure learning strategy for Bayesian networks based on ensemble learning

Wenlong Gao, Zhimei Zeng, Xiaojie Ma [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2024-02-14

Bayesian network structure learning based on HC-PSO algorithm

Wenlong Gao, Minqian Zhi, Yongsong Ke [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2022-02-02

A Bayesian network structural learning algorithm for calculating the failure probabilities of complex engineering systems with limited data

Yong Chen, Tianbao Zhang, Ruojun Wang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2019-1

Integrating expert knowledge for Bayesian network structure learning based on intuitionistic fuzzy set and Genetic Algorithm

Hui Li, Fuli Wang, Hongru Li

Intelligent Data Analysis: An International Journal

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Research article

First published 2003-10

Reasoning and Learning in Extended Structured Bayesian Networks

Mieczysław Kłlopotek

Fundamenta Informaticae

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Research article

First published 2026-4

Using the Bayesian Network’s Structural Learning Algorithm to Estimate the Q-Matrix in Cognitive Diagnosis Models

Ling Ling Wang, Tao Xin, Xiao Jian Sun

Journal of Educational and Behavioral Statistics

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Research article

First published 2020-9

An efficient Bayesian network structure learning algorithm using the strategy of two-stage searches

Huiping Guo, Hongru Li

Intelligent Data Analysis: An International Journal

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Research article

First published 2009-1

Learning distributed bayesian network structure using majority-based method

Sachin Shetty, Min Song, Houjun Yang [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2015-5

Bayesian Network structure learning: Hybridizing complete search with independence tests

Silvana Badaloni, Francesco Sambo, Francesco Venco

The European Journal on Artificial Intelligence

Open access

Research article

First published 2013-1

Effective Structure Learning for Estimation of Distribution Algorithms via L1-Regularized Bayesian Networks

Hua Xu, Jiadong Yang, Peifa Jia [...]

International Journal of Advanced Robotic Systems

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