Credal networks under epistemic irrelevance.
Jasper De BockPublished in: Int. J. Approx. Reason. (2017)
Keyphrases
- credal networks
- independent natural extension
- independence relations
- desirable gambles
- bayesian networks
- directed acyclic graph
- maximum entropy
- conditional independence
- set valued
- possibilistic networks
- random variables
- causal models
- markov property
- graphical models
- desirable properties
- belief networks
- structural equation models
- belief change
- possibility theory
- junction tree
- causal networks
- probabilistic inference
- probabilistic model
- markov models
- finite number
- message passing
- probability distribution