Arc reversals in hybrid Bayesian networks with deterministic variables.
Esma Nur CiniciogluPrakash P. ShenoyPublished in: Int. J. Approx. Reason. (2009)
Keyphrases
- bayesian networks
- conditional probabilities
- bayesian network structure
- variable elimination
- markov blanket
- structure learning algorithm
- continuous variables
- causal relationships
- conditional independencies
- random variables
- hidden variables
- genetic algorithm and simulated annealing
- bayesian network structures
- structure learning
- variable selection
- conditional independence
- probabilistic inference
- probability distribution
- graphical models
- learning bayesian networks
- inference in bayesian networks
- approximate inference
- linear gaussian
- observable variables
- black box
- parameter learning
- conditional probability distributions
- naive bayes
- generative model
- independent variables
- incomplete data
- probabilistic reasoning
- causal models
- artificial neural networks