Model Selection in Overlapping Stochastic Block Models

Networks are a commonly used mathematical model to describe the rich set of interactions between objects of interest. Many clustering methods have been developed in order to partition such structures, among which several rely on underlying probabilistic models, typically mixture models. The relevant...

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Veröffentlicht in:	arXiv.org 2014-05
Hauptverfasser:	Latouche, P, Birmelé, E, Ambroise, C
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Bayesian analysis Clustering Computer simulation Criteria Mathematical analysis Probabilistic models Stochastic models
Online-Zugang:	Volltext
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