Applying Bayesian Networks to Safety Causation Analysis and Modeling in Socio-technical Systems: Bridging Theory and Practice

Kamran Gholamizadeh; Esmaeil Zarei; Mohammad Yazdi; Md Tanjin Amin

doi:10.1007/978-3-031-62470-4_14

Applying Bayesian Networks to Safety Causation Analysis and Modeling in Socio-technical Systems: Bridging Theory and Practice

Kamran Gholamizadeh
, Esmaeil Zarei
, Mohammad Yazdi
, Md Tanjin Amin

Safety Science

Hamadan University of Medical Sciences
Department of Safety Science
Embry-Riddle Aeronautical University, Prescott
Macquarie University
University of the West of Scotland
Texas A and M University

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Original language	English
Title of host publication	Studies in Systems, Decision and Control
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	363-404
Number of pages	42
DOIs	https://doi.org/10.1007/978-3-031-62470-4_14
State	Published - 2024

Publication series

Name	Studies in Systems, Decision and Control
Volume	541
ISSN (Print)	2198-4182
ISSN (Electronic)	2198-4190

ASJC Scopus Subject Areas

Computer Science (miscellaneous)
Control and Systems Engineering
Automotive Engineering
Social Sciences (miscellaneous)
Economics, Econometrics and Finance (miscellaneous)
Control and Optimization
Decision Sciences (miscellaneous)

Keywords

Data-driven approach
Expert knowledge integration
Safety causation analysis
Uncertainty handling

Access to Document

10.1007/978-3-031-62470-4_14

Cite this

Gholamizadeh, K., Zarei, E., Yazdi, M., & Amin, M. T. (2024). Applying Bayesian Networks to Safety Causation Analysis and Modeling in Socio-technical Systems: Bridging Theory and Practice. In Studies in Systems, Decision and Control (pp. 363-404). (Studies in Systems, Decision and Control; Vol. 541). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-62470-4_14

Applying Bayesian Networks to Safety Causation Analysis and Modeling in Socio-technical Systems: Bridging Theory and Practice. / Gholamizadeh, Kamran; Zarei, Esmaeil; Yazdi, Mohammad et al.
Studies in Systems, Decision and Control. Springer Science and Business Media Deutschland GmbH, 2024. p. 363-404 (Studies in Systems, Decision and Control; Vol. 541).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Gholamizadeh, K, Zarei, E, Yazdi, M & Amin, MT 2024, Applying Bayesian Networks to Safety Causation Analysis and Modeling in Socio-technical Systems: Bridging Theory and Practice. in Studies in Systems, Decision and Control. Studies in Systems, Decision and Control, vol. 541, Springer Science and Business Media Deutschland GmbH, pp. 363-404. https://doi.org/10.1007/978-3-031-62470-4_14

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Applying Bayesian Networks to Safety Causation Analysis and Modeling in Socio-technical Systems: Bridging Theory and Practice

Publication series

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this