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The stochastic block model is a powerful tool for inferring community structure from network topology.
An information flow model for conflict and fission in small groups
W. W. Zachary · 1977
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Brown Corpus Manual
W.N. Francis and H. Kucera · 1979
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Categorical data analysis of single sociometric relations
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Stochastic blockmodels: First steps
P.W. Holland, K.B. Laskey, and S. Leinhardt · 1983
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Stochastic a posteriori blockmodels: Construction and assessment
S. Wasserman and C. Anderson · 1987
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Estimation and prediction for stochastic blockmodels for graphs with latent block structure
T.A. Snijders and K. Nowicki · 1997
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Statistical mechanics of complex networks
Réka Albert and Albert-László Barabási · 2002
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Assortative mixing in networks
M.E. Newman · 2002
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Mixing patterns in networks
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The political blogosphere and the 2004 US election: divided they blog
L.A. Adamic and N. Glance · 2005
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Comparing community structure identification
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Exact solutions for models of evolving networks with addition and deletion of nodes
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Finding community structure in networks using the eigenvectors of matrices
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Mixture models and exploratory analysis in networks
M. Newman and E.A. Leicht · 2007
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Power-law distributions in empirical data
A. Clauset, C.R. Shalizi, and M.E.J. Newman · 2009
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Learning latent structure in complex networks
M. Mørup and L.K. Hansen · 2009
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Topological phase transition in a network model with preferential attachment and node removal
H. Bauke, C. Moore, J.-B. Rouquier, and D. Sherrington · 2011
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Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications
Aurelien Decelle, Florent Krzakala, Cristopher Moore, and Lenka Zdeborová · 2011
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Inference and Phase Transitions in the Detection of Modules in Sparse Networks
Aurelien Decelle, Florent Krzakala, Cristopher Moore, and Lenka Zdeborová · 2011
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Stochastic blockmodels and community structure in networks
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Mixed membership stochastic blockmodels
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Food web models: a plea for groups
Stefano Allesina and Mercedes Pascual · 2009
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Active learning for node classification in assortative and disassortative networks
Cristopher Moore, Xiaoran Yan, Yaojia Zhu, Jean-Baptiste Rouquier, and Terran Lane · 2011
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The interplay between microscopic and mesoscopic structures in complex networks
Jörg Reichardt, Roberto Alamino, and David Saad · 2011
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