Inference in hybrid Bayesian networks using mixtures of polynomials.
Prakash P. ShenoyJames C. WestPublished in: Int. J. Approx. Reason. (2011)
Keyphrases
- bayesian networks
- inference in bayesian networks
- exact inference
- probabilistic inference
- probabilistic reasoning
- parameter learning
- multiply sectioned bayesian networks
- probability distribution
- graphical models
- bayesian network inference
- dynamic bayesian networks
- probabilistic model
- structure learning
- conditional independence
- conditional probabilities
- linear gaussian
- mixture model
- clique tree
- credal networks
- expert knowledge
- learning bayesian networks
- mixtures of gaussians
- variable elimination
- factor analyzers
- expectation maximization
- hermite transform
- conditional random fields
- probabilistic modeling
- inference mechanism
- evidential reasoning
- junction tree
- bayesian network classifiers
- gaussian mixture