Improving Bayesian network local structure learning via data-driven symmetry correction methods.

Jianjun Zhao Shen-Shyang Ho

Published 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