No Double Counting Semantics for Conditional Independence.
Prakash P. ShenoyPublished in: ISIPTA (2005)
Keyphrases
- conditional independence
- bayesian networks
- random variables
- graphical models
- probability distribution
- structure learning
- learning bayesian networks
- causal models
- axiomatic characterization
- gaussian model
- directed acyclic graph
- structure and parameter learning
- bayesian network structure
- statistical independence
- conditional independencies
- logic programming
- possibility theory
- probabilistic model
- probability theory
- knowledge representation
- neural network
- causal independence