2.1k citations · 5.5k across the 24 of their papers we have counts for
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physics.soc-ph2010★ 2.1k cited
Stochastic blockmodels and community structure in networks
Brian Karrer, M. E. J. Newman
Stochastic blockmodels have been proposed as a tool for detecting community structure in networks as well as for generating synthetic networks for use as benchmarks. Most blockmode…
cond-mat.stat-mech2010★ 202 cited
Random graphs containing arbitrary distributions of subgraphs
Brian Karrer, M. E. J. Newman
Traditional random graph models of networks generate networks that are locally tree-like, meaning that all local neighborhoods take the form of trees. In this respect such models a…
physics.soc-ph2010★ 367 cited
A message passing approach for general epidemic models
Brian Karrer, M. E. J. Newman
In most models of the spread of disease over contact networks it is assumed that the probabilities per unit time of disease transmission and recovery from disease are constant, imp…