Inference in hybrid Bayesian networks with large discrete and continuous domains.
Junichi MoriVladimir MahalecPublished in: Expert Syst. Appl. (2016)
Keyphrases
- continuous domains
- bayesian networks
- conditional independence
- continuous variables
- structure learning algorithm
- structure learning
- probability distribution
- linear gaussian
- conditional probabilities
- graphical models
- probabilistic model
- evolutionary computation
- incomplete data
- bayesian network classifiers
- evolution strategy
- higher dimensional
- reinforcement learning
- random variables
- genetic algorithm
- hidden variables
- continuous attributes
- bayesian inference
- supervised classification
- em algorithm