Applications of Bayesian networks and Petri nets in safety, reliability, and risk assessments: A review

S Kabir, Y Papadopoulos - Safety science, 2019 - Elsevier
Abstract System safety, reliability and risk analysis are important tasks that are performed
throughout the system life-cycle to ensure the dependability of safety-critical systems …

Advances in Bayesian network modelling: Integration of modelling technologies

BG Marcot, TD Penman - Environmental modelling & software, 2019 - Elsevier
Bayesian network (BN) modeling is a rapidly advancing field. Here we explore new methods
by which BN model development and application are being joined with other tools and …

[图书][B] Bayesian artificial intelligence

KB Korb, AE Nicholson - 2010 - books.google.com
The second edition of this bestseller provides a practical and accessible introduction to the
main concepts, foundation, and applications of Bayesian networks. This edition contains a …

Motion-based background subtraction using adaptive kernel density estimation

A Mittal, N Paragios - Proceedings of the 2004 IEEE Computer …, 2004 - ieeexplore.ieee.org
Background modeling is an important component of many vision systems. Existing work in
the area has mostly addressed scenes that consist of static or quasi-static structures. When …

Analysis of factors that influence hazardous material transportation accidents based on Bayesian networks: A case study in China

L Zhao, X Wang, Y Qian - Safety science, 2012 - Elsevier
In this study, we applied Bayesian networks to prioritize the factors that influence hazardous
material (Hazmat) transportation accidents. The Bayesian network structure was built based …

A fuzzy Bayesian network approach to improve the quantification of organizational influences in HRA frameworks

P Li, G Chen, L Dai, L Zhang - Safety science, 2012 - Elsevier
Organizational factors are the major root causes of human errors, while there have been no
formal causal model of human behavior to model the effects of organizational factors on …

Modernizing the Bradford Hill criteria for assessing causal relationships in observational data

LA Cox Jr - Critical reviews in toxicology, 2018 - Taylor & Francis
Perhaps no other topic in risk analysis is more difficult, more controversial, or more important
to risk management policy analysts and decision-makers than how to draw valid, correctly …

Security threats categories in healthcare information systems

G Narayana Samy, R Ahmad… - Health informatics …, 2010 - journals.sagepub.com
This article attempts to investigate the various types of threats that exist in healthcare
information systems (HIS). A study has been carried out in one of the government-supported …

A quality function deployment-based framework for the risk management of hazardous material transportation process

Q Yang, KS Chin, YL Li - Journal of Loss Prevention in the Process …, 2018 - Elsevier
The risk management of hazardous materials (HazMats) transportation is a systematic
process consisting of risk identification, evaluation, and control. A quality function …

Mobile cloud-based depression diagnosis using an ontology and a Bayesian network

YS Chang, CT Fan, WT Lo, WC Hung… - Future Generation …, 2015 - Elsevier
Recently, depression has becomes a widespread disease throughout the world. However,
most people are not aware of the possibility of becoming depressed during their daily lives …