Hybrid Bayesian Networks with Linear Deterministic Variables
Barry R. CobbPrakash P. ShenoyPublished in: CoRR (2012)
Keyphrases
- bayesian networks
- continuous variables
- linear functions
- conditional probabilities
- variable elimination
- hidden variables
- bayesian network structure
- markov blanket
- structure learning algorithm
- linear gaussian
- random variables
- causal relationships
- markov networks
- probability distribution
- discrete variables
- conditional independencies
- bayesian network structures
- learning bayesian networks
- inference in bayesian networks
- conditional distributions
- causal bayesian networks
- hybrid learning
- variable selection
- graphical models
- genetic algorithm and simulated annealing
- bayesian belief networks
- observable variables
- real numbers
- nonlinear models
- conditional independence
- probabilistic inference
- naive bayes
- probabilistic model
- special case