Hybrid Bayesian Networks with Linear Deterministic Variables.
Barry R. CobbPrakash P. ShenoyPublished in: UAI (2005)
Keyphrases
- bayesian networks
- continuous variables
- linear functions
- conditional probabilities
- bayesian network structure
- variable elimination
- hidden variables
- markov blanket
- bayesian network structures
- random variables
- causal relationships
- structure learning
- linear gaussian
- inference in bayesian networks
- probability distribution
- markov networks
- conditional independence
- conditional independencies
- genetic algorithm and simulated annealing
- probabilistic model
- equality constraints
- probabilistic inference
- bayesian belief networks
- parameter learning
- conditional distributions
- structure learning algorithm
- closed form
- graphical models
- linear systems
- hybrid learning
- probabilistic reasoning