Improving Bayesian network local structure learning via data-driven symmetry correction methods.
Jianjun ZhaoShen-Shyang HoPublished in: Int. J. Approx. Reason. (2019)
Keyphrases
- structure learning
- bayesian networks
- data driven
- continuous variables
- graphical models
- bayesian network classifiers
- parameter learning
- learning bayesian networks
- bayesian network structures
- machine learning
- bayesian network structure
- markov logic networks
- probabilistic reasoning
- incomplete data
- posterior probability
- machine learning algorithms
- higher order
- upper bound
- prior knowledge