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Learning structurally consistent undirected probabilistic graphical models

In many real-world domains, undirected graphical models such as Markov random fields provide a more natural representation of the statistical dependency structure than directed graphical models. Unfortunately, structure learning of undirected graphs using likelihood-based scores remains difficult be...

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Bibliografische gegevens
Hoofdauteurs: Roy, Sushmita, Lane, Terran, Werner-Washburne, Margaret
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2009
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2872253/
https://ncbi.nlm.nih.gov/pubmed/20485538
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/1553374.1553490
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