Probabilistic approach for characterising the static risk of ships using Bayesian networks.
Duarte DinisÂngelo Palos TeixeiraCarlos Guedes SoaresPublished in: Reliab. Eng. Syst. Saf. (2020)
Keyphrases
- bayesian networks
- probabilistic model
- probabilistic reasoning
- graphical models
- posterior probability
- structure learning
- conditional independence
- probability distribution
- variable elimination
- learning bayesian networks
- inference in bayesian networks
- conditional probabilities
- probabilistic inference
- risk management
- minimum risk
- risk assessment
- generative model
- causal networks
- probabilistic knowledge
- joint probability distributions
- risk measures
- cost based abduction
- data sets
- bayesian belief networks
- exact inference
- expert knowledge
- decision making
- early warning
- probabilistic modeling
- probabilistic logic
- markov networks
- incomplete data
- belief networks
- naive bayes