236 citations · 286 across the 15 of their papers we have counts for
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stat.CO2012★ 7 cited
Model-based clustering in networks with Stochastic Community Finding
Aaron F. McDaid, Brendan Thomas Murphy, Nial Friel +1
In the model-based clustering of networks, blockmodelling may be used to identify roles in the network. We identify a special case of the Stochastic Block Model (SBM) where we cons…
stat.CO2012★ 4 cited
Clustering in networks with the collapsed Stochastic Block Model
Aaron F. McDaid, Thomas Brendan Murphy, Nial Friel +1
An efficient MCMC algorithm is presented to cluster the nodes of a network such that nodes with similar role in the network are clustered together. This is known as block-modelling…