A Bayesian Networks Approach to Estimate Engineering Change Propagation Risk and Duration.
Fatma Nur YeasinMichael W. GrennBlake RobertsPublished in: IEEE Trans. Engineering Management (2020)
Keyphrases
- bayesian networks
- junction tree
- decision making
- engineering design
- artificial intelligence
- accurate estimation
- engineering problems
- computer science
- graphical models
- incomplete data
- conditional probabilities
- computer aided design
- mechanical engineering
- probabilistic model
- bayesian network inference
- inference in bayesian networks
- robust estimation
- risk measures
- wave propagation
- minimum risk
- learning bayesian networks
- risk analysis
- continuous variables
- probabilistic reasoning
- neural network
- risk management
- markov random field
- expert systems
- learning algorithm