Inference in hybrid Bayesian networks.
Helge LangsethThomas D. NielsenRafael RumíAntonio SalmerónPublished in: Reliab. Eng. Syst. Saf. (2009)
Keyphrases
- bayesian networks
- inference in bayesian networks
- probabilistic inference
- exact inference
- dynamic bayesian networks
- multiply sectioned bayesian networks
- parameter learning
- bayesian network inference
- junction tree
- probabilistic modeling
- probabilistic reasoning
- graphical models
- structure learning
- conditional probabilities
- probabilistic model
- conditional independence
- variable elimination
- belief networks
- expert knowledge
- random variables
- linear gaussian
- clique tree
- context specific independence
- probability distribution
- evidential reasoning
- inference process
- learning bayesian networks
- bayesian network learning
- naive bayes
- credal networks
- neural network
- statistical relational learning
- hybrid learning
- inference engine
- approximate inference
- incomplete data
- posterior probability