Inference in hybrid Bayesian networks with mixtures of truncated exponentials.
Barry R. CobbPrakash P. ShenoyPublished in: Int. J. Approx. Reason. (2006)
Keyphrases
- bayesian networks
- inference in bayesian networks
- probabilistic inference
- probabilistic reasoning
- bayesian network inference
- exact inference
- multiply sectioned bayesian networks
- graphical models
- probability distribution
- probabilistic model
- conditional independence
- structure learning
- learning bayesian networks
- conditional probabilities
- variable elimination
- incomplete data
- dynamic bayesian networks
- probabilistic modeling
- linear gaussian
- evidential reasoning
- parameter learning
- naive bayes
- mixture model
- approximate inference
- expectation maximization
- junction tree
- bayesian belief networks
- random variables
- influence diagrams
- factor analyzers
- conditional probability distributions
- linear logic
- bayesian network classifiers
- blind source separation
- hidden variables
- hidden markov models