Inference in Hybrid Bayesian Networks with Nonlinear Deterministic Conditionals.
Barry R. CobbPrakash P. ShenoyPublished in: Int. J. Intell. Syst. (2017)
Keyphrases
- bayesian networks
- linear gaussian
- inference in bayesian networks
- probabilistic inference
- multiply sectioned bayesian networks
- probabilistic reasoning
- genetic algorithm and simulated annealing
- exact inference
- structure learning
- bayesian network inference
- graphical models
- conditional independence
- variable elimination
- dynamic bayesian networks
- parameter learning
- learning bayesian networks
- probabilistic model
- clique tree
- probability distribution
- junction tree
- probabilistic modeling
- belief networks
- annealing algorithm
- evidential reasoning
- statistical relational learning
- causal discovery
- conditional probability distributions
- random variables
- feature selection
- special case
- decision trees
- markov networks
- neural network
- incomplete data
- hidden variables
- approximate inference