A New Characterization of Probabilities in Bayesian Networks.
Lenhart K. SchubertPublished in: UAI (2004)
Keyphrases
- bayesian networks
- conditional probabilities
- probability distribution
- credal networks
- conditional probability tables
- graphical models
- probabilistic inference
- probabilistic model
- maximum entropy
- naive bayes
- imprecise probabilities
- structure learning
- learning bayesian networks
- incomplete data
- probabilistic reasoning
- parameter learning
- prior probabilities
- hidden variables
- conditional probability distributions
- inference in bayesian networks
- data sets
- conditional independence
- belief networks
- expert knowledge
- posterior probability
- markov networks
- bayesian belief networks
- bayesian network classifiers
- markov blanket
- bayesian network structure
- probability values
- random variables
- bayesian network learning
- case study
- database
- multiply sectioned bayesian networks