Keyphrases
- conditional independence
- probability theory
- possibility theory
- bayesian networks
- reasoning under uncertainty
- random variables
- graphical models
- learning bayesian networks
- probability distribution
- structure learning
- bayesian network structure
- causal models
- directed acyclic graph
- structure and parameter learning
- causal independence
- statistical independence
- conditional independencies
- chain graphs
- axiomatic characterization
- causal reasoning
- neural network
- decision theory
- possibility distributions
- background knowledge