JOURNAL ARTICLE
Characterization and greedy learning of interventional Markov equivalence classes of directed acyclic graphs
Year: 2012 Journal: Journal of Machine Learning Research Publisher: The MIT Press
Abstract
The investigation of directed acyclic graphs (DAGs) encoding the same Markov property, that is the same conditional independence relations of multivariate observational distributions, has a long tr...
Keywords:
Directed acyclic graph Characterization (materials science) Equivalence (formal languages) Markov chain Greedy algorithm Computer science Directed graph Mathematics Combinatorics Artificial intelligence Theoretical computer science Discrete mathematics Machine learning Algorithm Nanotechnology Materials science
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6
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FWCI (Field Weighted Citation Impact)
0
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0.37
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Citation History
Topics
Bayesian Modeling and Causal Inference
Physical Sciences → Computer Science → Artificial Intelligence
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