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MODEL-BASED CLUSTERING OF LARGE NETWORKS

We describe a network clustering framework, based on finite mixture models, that can be applied to discrete-valued networks with hundreds of thousands of nodes and billions of edge variables. Relative to other recent model-based clustering work for networks, we introduce a more flexible modeling fra...

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Détails bibliographiques
Publié dans:Ann Appl Stat
Auteurs principaux: Vu, Duy Q., Hunter, David R., Schweinberger, Michael
Format: Artigo
Langue:Inglês
Publié: 2013
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4655199/
https://ncbi.nlm.nih.gov/pubmed/26605002
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/12-AOAS617
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