Extended Shenoy-Shafer architecture for inference in hybrid bayesian networks with deterministic conditionals.
Prakash P. ShenoyJames C. WestPublished in: Int. J. Approx. Reason. (2011)
Keyphrases
- bayesian networks
- belief functions
- inference in bayesian networks
- probabilistic reasoning
- multiply sectioned bayesian networks
- probabilistic inference
- exact inference
- graphical models
- management system
- inference engine
- imprecise probabilities
- genetic algorithm and simulated annealing
- bayesian network inference
- expert knowledge
- conditional probabilities
- conditional independence
- probability distribution
- real time
- belief networks
- linear gaussian
- learning bayesian networks
- parameter learning
- structure learning
- software architecture
- dynamic bayesian networks
- random variables
- clique tree
- polynomial neural networks
- belief revision
- order sorted logic
- junction tree
- inference mechanism
- conditional probability tables
- em algorithm
- continuous variables
- neural network