A Bayesian Network Approach to Assessing the Risk and Reliability of Maritime Transport.
Milena StrózynaPublished in: BIS (Workshops) (2016)
Keyphrases
- bayesian networks
- decision support system
- minimum risk
- risk assessment
- probabilistic inference
- risk management
- incomplete data
- inference in bayesian networks
- graphical models
- chance constrained programming
- bayesian network inference
- error detection
- parameter learning
- probabilistic model
- random variables
- conditional independence
- structure learning
- probabilistic reasoning
- structural learning
- learning bayesian networks
- risk analysis
- bayesian network classifiers
- decision making
- diagnostic reasoning
- highly reliable
- high risk
- probabilistic networks
- early warning
- parameter estimation
- naive bayes
- portfolio optimization
- student modeling
- reliability analysis
- dynamic bayesian networks
- probability distribution
- continuous variables
- causal relationships
- reliability assessment
- search space
- bayesian network learning
- approximate inference