A Re-definition of Mixtures of Polynomials for Inference in Hybrid Bayesian Networks.
Prakash P. ShenoyPublished in: ECSQARU (2011)
Keyphrases
- bayesian networks
- inference in bayesian networks
- probabilistic inference
- multiply sectioned bayesian networks
- exact inference
- probabilistic reasoning
- structure learning
- bayesian network inference
- parameter learning
- conditional independence
- learning bayesian networks
- probability distribution
- dynamic bayesian networks
- conditional probabilities
- graphical models
- variable elimination
- probabilistic modeling
- clique tree
- naive bayes
- linear gaussian
- image segmentation
- random variables
- junction tree
- bayesian network classifiers
- hidden variables
- mixture model
- inference process
- conditional probability distributions
- bayesian belief networks
- complex domains
- conditional probability tables
- mixtures of gaussians
- algebraic curves
- credal networks
- expert knowledge