18.8k citations · 108.9k across the 85 of their papers we have counts for
5 papers · 1 filter
Community detection in networks with unequal groups
Pan Zhang, Cristopher Moore, M. E. J. Newman
Recently, a phase transition has been discovered in the network community detection problem below which no algorithm can tell which nodes belong to which communities with success a…
Structure and inference in annotated networks
M. E. J. Newman, Aaron Clauset
For many networks of scientific interest we know both the connections of the network and information about the network nodes, such as the age or gender of individuals in a social n…
Multiway spectral community detection in networks
Xiao Zhang, M. E. J. Newman
One of the most widely used methods for community detection in networks is the maximization of the quality function known as modularity. Of the many maximization techniques that ha…
Structural inference for uncertain networks
Travis Martin, Brian Ball, M. E. J. Newman
In the study of networked systems such as biological, technological, and social networks the available data are often uncertain. Rather than knowing the structure of a network exac…
Generalized communities in networks
M. E. J. Newman, Tiago P. Peixoto
A substantial volume of research has been devoted to studies of community structure in networks, but communities are not the only possible form of large-scale network structure. He…