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Time and sample efficient discovery of Markov blankets and direct causal relations.
Ioannis Tsamardinos
Constantin F. Aliferis
Alexander R. Statnikov
Published in:
KDD (2003)
Keyphrases
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causal relations
efficient discovery
causal models
conditional probabilities
causal effects
itemsets
transactional databases
markov chain
causal relationships
temporal relations
spatial datasets
data sets
real world
association rules
knowledge discovery
directed acyclic graph