Conditional Independence and Markov Properties in Possibility Theory
Jirina VejnarováPublished in: CoRR (2013)
Keyphrases
- conditional independence
- possibility theory
- temporal properties
- bayesian networks
- random variables
- graphical models
- probability theory
- probability distribution
- possibilistic logic
- directed acyclic graph
- structure learning
- causal models
- possibility distributions
- qualitative decision theory
- markov property
- axiomatic characterization
- chain graphs
- causal networks
- possibilistic networks
- markov blanket
- causal discovery
- machine learning
- knowledge representation
- belief propagation