Stochastic block models with multiple continuous attributes

Stochastic block models with multiple continuous attributes

Abstract The stochastic block model (SBM) is a probabilistic model for community structure in networks. Typically, only the adjacency matrix is used to perform SBM parameter inference. In this paper, we consider circumstances in which nodes have an associated vector of continuous attributes that are...

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Bibliographic Details
Main Authors: Natalie Stanley, Thomas Bonacci, Roland Kwitt, Marc Niethammer, Peter J. Mucha
Format: Article
Language:English
Published: SpringerOpen 2019-08-01
Series:Applied Network Science
Subjects:
Stochastic block model
Networks
Community detection
Attributes
Online Access:http://link.springer.com/article/10.1007/s41109-019-0170-z

Internet

http://link.springer.com/article/10.1007/s41109-019-0170-z

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