Separation of aleatory and epistemic uncertainty in probabilistic model validation.
Joshua MullinsYou LingSankaran MahadevanLin SunAlejandro StrachanPublished in: Reliab. Eng. Syst. Saf. (2016)
Keyphrases
- model validation
- uncertain data
- probability theory
- conditional probabilities
- decision theory
- probability measures
- belief change
- probabilistic model
- bayesian networks
- handling uncertainty
- reasoning under uncertainty
- epistemic logic
- belief functions
- expected utility
- probabilistic knowledge
- probability distribution
- probabilistic reasoning
- posterior probability
- information theoretic
- random variables
- probability measure
- data streams
- decision trees