A comparative study of possibilistic conditional independence and lack of interaction.
Pascale FonckPublished in: Int. J. Approx. Reason. (1997)
Keyphrases
- conditional independence
- possibility theory
- bayesian networks
- random variables
- probability theory
- learning bayesian networks
- probability distribution
- graphical models
- structure learning
- directed acyclic graph
- possibilistic logic
- axiomatic characterization
- statistical independence
- structure and parameter learning
- causal models
- logic programming
- possibilistic networks
- chain graphs
- neural network
- bayesian network structure
- markov property
- fuzzy numbers
- fuzzy sets
- mutual information
- causal independence