Partition the vertices of a directed network with typed edges into clusters describing the connection patterns of subgraphs given as inputs. The inference is performed using a variational Bayes EM algorithm and the estimation of the number of clusters is obtained through a variational approximation of the marginal log likelihood.
Yacine Jernite, Laetitia Nouedoui, Charles Bouveyron, Pierre Latouche. Maintainer: Who to complain to <[email protected]>
Yacine Jernite, Pierre Latouche, Charles Bouveyron, Patrick Rivera, Laurent Jegou and Stephane Lamasse(2012), The Random Subgraph Model for the Analysis of an Ecclesiastical Network in Merovingian Gaul, http://arxiv.org/abs/1212.5497
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