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An Efficient Bayesian Network Structure Learning Algorithm in the Presence of Deterministic Relations.
Ahmed Mabrouk
Christophe Gonzales
Karine Jabet-Chevalier
Eric Chojnacki
Published in:
ECAI (2014)
Keyphrases
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bayesian network structure
learning algorithm
bayesian networks
bayesian network structures
learning bayesian networks
conditional independence
directed acyclic graph
training data
search space
machine learning
conditional probabilities
active learning
markov blanket
reinforcement learning
machine learning algorithms
incomplete data
structure learning
database
random variables
network structure
parameter estimation
random walk
graphical models
equivalence classes