A general framework of Bayesian network for system reliability analysis using junction tree.
Ji-Eun ByunJunho SongPublished in: Reliab. Eng. Syst. Saf. (2021)
Keyphrases
- reliability analysis
- junction tree
- bayesian networks
- inference in bayesian networks
- probabilistic inference
- probability distribution
- probabilistic model
- message passing
- exact inference
- influence diagrams
- independence relations
- belief networks
- posterior probability
- conditional independence
- structure learning
- graphical models
- conditional probabilities
- random variables
- dynamic bayesian networks
- parameter learning
- hidden variables
- power plant
- markov networks
- design methodology
- data mining