Conditional Independence and Markov Properties in Possibility Theory.
Jirina VejnarováPublished in: UAI (2000)
Keyphrases
- conditional independence
- possibility theory
- temporal properties
- bayesian networks
- random variables
- probability distribution
- graphical models
- possibilistic logic
- probability theory
- possibility distributions
- causal models
- structure learning
- markov property
- qualitative decision theory
- directed acyclic graph
- axiomatic characterization
- chain graphs
- causal discovery
- possibilistic networks
- causal networks
- markov chain
- fuzzy sets
- probabilistic model
- pattern recognition
- decision making
- independence relations
- artificial intelligence