3.1k citations · 12k across the 15 of their papers we have counts for
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Community detection algorithms: a comparative analysis
Andrea Lancichinetti, Santo Fortunato
Uncovering the community structure exhibited by real networks is a crucial step towards an understanding of complex systems that goes beyond the local organization of their constit…
Statistical significance of communities in networks
Andrea Lancichinetti, Filippo Radicchi, Jose J. Ramasco
Nodes in real-world networks are usually organized in local modules. These groups, called communities, are intuitively defined as sub-graphs with a larger density of internal conne…
Benchmarks for testing community detection algorithms on directed and weighted graphs with overlapping communities
Andrea Lancichinetti, Santo Fortunato
Many complex networks display a mesoscopic structure with groups of nodes sharing many links with the other nodes in their group and comparatively few with nodes of different group…