dynamic Bayesian Networks

2019


Lewis, A. and Groth, K.M. A review of methods for discretizing continuous-time accident sequences (Inproceedings) Proceedings of the 29th European Safety and Reliability Conference (ESREL 2019), Hannover, Germany, 2019. (BibTeX | Tags: dynamic Bayesian Network, time series, time discretization, accident sequence simulation)


2018


Groth, Katrina, M., Denman, Matthew R., Jones, Thomas B., Darling, Michael, C., Luger, George, F. Building and using dynamic risk-informed diagnosis procedures for complex system accidents (Journal Article) Proceedings of the Institution of Mechanical Engineers, Part O: Journal for Risk and Reliability, 2018. (Links | BibTeX | Tags: Artificial intelligenceDecision support systems, dynamic Bayesian Networks, Dynamic PRA)


Darling, Michael C, Luger, George F, Jones, Thomas B, Denman, Matthew R, Groth, Katrina MIntelligent modeling for nuclear power plant accident management (Journal Article) International Journal of Artificial Intelligence Tools, 27 (2), pp. 1850003-1 – 1850003-25, 2018. (Links | BibTeX | Tags: Counterfactual reasoningdynamic Bayesian Networks)