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Bayesian networks for risk analysis and decision support

https://doi.org/10.1111/risa.13938
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/9780470994559openalex-snapshot
Bayesian Networks A Practical Guide to Applications
inferredcites →https://doi.org/10.1002/ieam.4332openalex-snapshot
Bayesian Networks in Environmental Risk Assessment: A Review
inferredcites →https://doi.org/10.1002/ieam.4369openalex-snapshot
Increased Use of Bayesian Network Models Has Improved Environmental Risk Assessments
inferredcites →https://doi.org/10.1016/0004-3702(86)90072-xopenalex-snapshot
Fusion, propagation, and structuring in belief networks
inferredcites →https://doi.org/10.1080/00401706.1997.10485130openalex-snapshot
An Introduction to Bayesian Networks
inferredcites →https://doi.org/10.1080/10807030802235037openalex-snapshot
Increased Use of Bayesian Network Models Will Improve Ecological Risk Assessments
inferredcites →https://doi.org/10.1111/j.1539-6924.1981.tb01350.xopenalex-snapshot
On The Quantitative Definition of Risk
inferredcites →https://doi.org/10.1111/j.1539-6924.2012.01817.xopenalex-snapshot
Ten Most Important Accomplishments in Risk Analysis, 1980–2010
inferredcites →https://doi.org/10.1111/risa.12859openalex-snapshot
Advances in Risk Analysis with Big Data
inferredcites →https://doi.org/10.1111/risa.13487openalex-snapshot
Risk Analysis: Celebrating the Accomplishments and Embracing Ongoing Challenges
inferredcites →https://doi.org/10.1111/risa.13496openalex-snapshot
Foundational Challenges for Advancing the Field and Discipline of Risk Analysis
inferredcites →https://doi.org/10.1111/risa.13610openalex-snapshot
Adoption of a Data‐Driven Bayesian Belief Network Investigating Organizational Factors that Influence Patient Safety
inferredcites →https://doi.org/10.1111/risa.13682openalex-snapshot
Risk Analysis in the Age of Big Data: The Promises and Pitfalls
inferredcites →https://doi.org/10.1111/risa.13695openalex-snapshot
Vine Regression with Bayes Nets: A Critical Comparison with Traditional Approaches Based on a Case Study on the Effects of Breastfeeding on IQ
inferredcites →https://doi.org/10.1111/risa.13711openalex-snapshot
Exploiting the Capabilities of Bayesian Networks for Engineering Risk Assessment: Causal Reasoning through Interventions
inferredcites →https://doi.org/10.1111/risa.13759openalex-snapshot
BARD: A Structured Technique for Group Elicitation of Bayesian Networks to Support Analytic Reasoning
inferredcites →https://doi.org/10.1111/risa.13772openalex-snapshot
Balancing the Elicitation Burden and the Richness of Expert Input When Quantifying Discrete Bayesian Networks
inferredcites →https://doi.org/10.1111/risa.13798openalex-snapshot
Bayesian Network Applications for Sustainable Holistic Water Resources Management: Modeling Opportunities for South Africa
inferredcites →https://doi.org/10.1111/risa.13812openalex-snapshot
Risk Analysis Frameworks Used in Biological Control and Introduction of a Novel Bayesian Network Tool
inferredcites →https://doi.org/10.1111/risa.13861openalex-snapshot
An Integrated Biosecurity Risk Assessment Model (IBRAM) For Evaluating the Risk of Import Pathways for the Establishment of Invasive Species
inferredcites →https://doi.org/10.1111/risa.13904openalex-snapshot
Co‐designing and building an expert‐elicited non‐parametric Bayesian network model: demonstrating a methodology using a Bonamia Ostreae spread risk case study
inferredcites →https://doi.org/10.1111/risa.13915openalex-snapshot
A flexible method for parameterizing ranked nodes in Bayesian networks using Beta distributions
inferredcites →https://doi.org/10.1201/9780367803018openalex-snapshot
Risk Assessment and Decision Analysis with Bayesian Networks
inferredcites →https://doi.org/10.1201/b10391openalex-snapshot
Bayesian Artificial Intelligence
inferredcites →https://doi.org/10.1201/b13102openalex-snapshot
Risk Assessment and Decision Analysis with Bayesian Networks
inferredcites →https://doi.org/10.2307/1268751openalex-snapshot
The Delphi Method: Techniques and Applications
inferredcites →https://doi.org/10.3389/fams.2021.668037openalex-snapshot
Eliciting Model Structures for Multivariate Probabilistic Risk Analysis

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-662-69359-9_535openalex-snapshot
Risk Analysis
inferred← citeshttps://doi.org/10.1007/s11356-025-36931-1openalex-snapshot
Reliability engineering for safety prognostic using bayesian approach: a case study of a green hydrogen prototype
inferred← citeshttps://doi.org/10.1016/j.jlp.2026.106026openalex-snapshot
Artificial intelligence-enabled process safety: Advances, challenges, and future directions for high-risk industrial systems
inferred← citeshttps://doi.org/10.1080/01605682.2023.2253852openalex-snapshot
Operational Research: methods and applications
inferred← citeshttps://doi.org/10.1080/09581596.2025.2582898openalex-snapshot
Research on coronary heart disease risk factors based on Bayesian network: a cross-sectional survey of 129,155 individuals
inferred← citeshttps://doi.org/10.1111/risa.14344openalex-snapshot
Adaptive sampling method to monitor low‐risk pathways with limited surveillance resources
inferred← citeshttps://doi.org/10.1111/risa.70230openalex-snapshot
Probabilistic Evaluation of Integrated Safety–Security Protection Plans for Process Facilities
inferred← citeshttps://doi.org/10.1144/sp539-2022-223openalex-snapshot
La Soufrière volcano, St Vincent, eruption 2020–21: assessing unrest and eruptive states from limited volcano-seismic data
inferred← citeshttps://doi.org/10.11648/j.ijafrm.20261103.13openalex-snapshot
Quantifying Cyber Risk Exposure and Risk-Based Pricing of Cyber Insurance: A Thematic Review of Actuarial, Statistical and Machine-Learning Approaches
inferred← citeshttps://doi.org/10.1186/s12889-025-23946-zopenalex-snapshot
Exploring stroke risk factors in different genders using Bayesian networks: a cross-sectional study involving a population of 134,382
inferred← citeshttps://doi.org/10.23919/fusion52260.2023.10224085openalex-snapshot
DEMDE: Decision Making Design based on Bayesian Network for Personalized Monitoring System
inferred← citeshttps://doi.org/10.31648/aspal.10112openalex-snapshot
Theoretical and Methodological Foundations of Uncertainty Modeling in Real Estate Markets
inferred← citeshttps://doi.org/10.3390/buildings13030744openalex-snapshot
Green Evaluation for Building Interior Decoration Based on BIM-BN Technology
inferred← citeshttps://doi.org/10.3390/systems14080899openalex-snapshot
Fire Emergency Response Resilience in Interdependent Road–Water–Command Systems: A Bayesian Network Analysis
inferred← citeshttps://doi.org/10.3390/systems14081009openalex-snapshot
An Open-Data-Driven Enhanced Bayesian Decision Network for System-Level UAV Accident-Severity Analysis and Response Simulation
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