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Reintroducing Credal Networks under Epistemic Irrelevance.
Jasper De Bock
Published in:
Probabilistic Graphical Models (2016)
Keyphrases
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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