12.4k citations · 24.5k across the 18 of their papers we have counts for
4 papers · 1 filter
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…
Power-law distributions in empirical data
Aaron Clauset, Cosma Rohilla Shalizi, M. E. J. Newman
Power-law distributions occur in many situations of scientific interest and have significant consequences for our understanding of natural and man-made phenomena. Unfortunately, th…
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…
Modularity and community structure in networks
M. E. J. Newman
Many networks of interest in the sciences, including a variety of social and biological networks, are found to divide naturally into communities or modules. The problem of detectin…