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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 2019-7

Bayesian multi-task learning methodology for reconstruction of structural health monitoring data

Hua-Ping Wan, Yi-Qing Ni

Structural Health Monitoring

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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 2026-3

Impact-force identification using deep learning and Bayesian inference with application on pipeline structures

Mu’men Hamadneh, Samir Mustapha, Mohammad Ali Fakih

Structural Health Monitoring

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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 2025

Accelerating Bayesian inference of structural damage detection based on physics-guided CNN and zero-shot transfer learning

Rongrong Hou, Linwang Che, Yuequan Bao

Structural Health Monitoring

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