Directed Cycles in Bayesian Belief Networks: Probabilistic Semantics and Consistency Checking Complexity.
Alexander L. TulupyevSergey I. NikolenkoPublished in: MICAI (2005)
Keyphrases
- bayesian belief networks
- consistency checking
- belief networks
- probabilistic networks
- conditional probabilities
- bayesian networks
- probabilistic inference
- query answering
- probabilistic reasoning
- probability distribution
- graphical models
- temporal constraints
- worst case
- higher order
- neural network
- temporal reasoning
- constraint propagation