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Improving Bayesian Network Structure Learning with Mutual Information-Based Node Ordering in the K2 Algorithm.
Xue-wen Chen
Gopalakrishna Anantha
Xiaotong Lin
Published in:
IEEE Trans. Knowl. Data Eng. (2008)
Keyphrases
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optimal solution
tree structure
k means
np hard
bayesian network structure learning
mutual information
dynamic programming
probabilistic model
combinatorial optimization
search space
lower bound
objective function
image segmentation
knn
upper bound
simulated annealing
random variables
computational complexity