Software engineering risk analysis and management
Software engineering risk analysis and management
Lessons learned from modeling the dynamics of software development
Communications of the ACM
When professional standards are lax: the CONFIRM failure and its lessons
Communications of the ACM
Communications of the ACM
Software-engineering process simulation model (SEPS)
Journal of Systems and Software
Software metrics: success, failures and new directions
Journal of Systems and Software - Special issue on invited articles on top systems and software engineering scholars
Software Engineering Risk Management: Finding Your Path through the Jungle
Software Engineering Risk Management: Finding Your Path through the Jungle
Introduction to Bayesian Networks
Introduction to Bayesian Networks
Software Risk Management: Principles and Practices
IEEE Software
Estimates, Uncertainty, and Risk
IEEE Software
Constructing Bayesian-network models of software testing and maintenance uncertainties
ICSM '97 Proceedings of the International Conference on Software Maintenance
Automated population of causal models for improved software risk assessment
Proceedings of the 20th IEEE/ACM international Conference on Automated software engineering
Predicting software defects in varying development lifecycles using Bayesian nets
Information and Software Technology
Software maintenance project delays prediction using Bayesian Networks
Expert Systems with Applications: An International Journal
Simulation of adaptive project management analytics
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
Quantitative analysis of faults and failures with multiple releases of softpm
Proceedings of the Second ACM-IEEE international symposium on Empirical software engineering and measurement
Large engineering project risk management using a Bayesian belief network
Expert Systems with Applications: An International Journal
An information systems security risk assessment model under uncertain environment
Applied Soft Computing
Combining Bayesian Networks and Total Cost of Ownership method for supplier selection analysis
Computers and Industrial Engineering
A simulation-based risk network model for decision support in project risk management
Decision Support Systems
Computers and Industrial Engineering
A model to detect problems on scrum-based software development projects
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Search based risk mitigation planning in project portfolio management
Proceedings of the 2013 International Conference on Software and System Process
An integrative framework for intelligent software project risk planning
Decision Support Systems
Information Sciences: an International Journal
Software project risk analysis using Bayesian networks with causality constraints
Decision Support Systems
Application of Bayesian Networks for Autonomic Network Management
Journal of Network and Systems Management
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Computational intelligence models for image processing and information reasoning
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This paper presents a scheme to incorporate BBNs (Bayesian belief networks) in software project risk management. A theoretical model is defined to provide insights into risk management. Based on these insights, we have developed a BBN-based procedure using a feedback loop to predict potential risks, identify sources of risks, and advise dynamic resource adjustment. This approach facilitates the visibility and repeatability of the decision-making process of risk management. Both analytical and simulated cases are reported.