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Enumerating the junction trees of a decomposable graph

We derive methods for enumerating the distinct junction tree representations for any given decomposable graph. We discuss the relevance of the method to estimating conditional independence graphs of graphical models and give an algorithm that, given a junction tree, will generate uniformly at random...

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Autors principals: Thomas, Alun, Green, Peter J
Format: Artigo
Idioma:Inglês
Publicat: 2009
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC2963453/
https://ncbi.nlm.nih.gov/pubmed/20981245
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jcgs.2009.07129
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