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physics.data-an2007★ 1.2k cited
Community structure in directed networks
E. A. Leicht, M. E. J. Newman
We consider the problem of finding communities or modules in directed networks. The most common approach to this problem in the previous literature has been simply to ignore edge d…
physics.data-an2006★ 569 cited
Mixture models and exploratory analysis in networks
M. E. J. Newman, E. A. Leicht
Networks are widely used in the biological, physical, and social sciences as a concise mathematical representation of the topology of systems of interacting components. Understandi…