Reintroducing Credal Networks under Epistemic Irrelevance.
Jasper De BockPublished in: Probabilistic Graphical Models (2016)
Keyphrases
- credal networks
- independence relations
- independent natural extension
- desirable gambles
- bayesian networks
- directed acyclic graph
- conditional independence
- maximum entropy
- set valued
- possibilistic networks
- structural equation models
- junction tree
- causal models
- markov property
- desirable properties
- belief networks
- possibility theory
- belief change
- random variables
- conditional probabilities
- directed graph
- state space
- probability distribution
- hidden markov models