Overlapping community detection using neighborhood ratio matrix

Fast unfolding of communities in large networks

Vincent D. Blondel, Jean‐Loup Guillaume, Renaud Lambiotte et al. · Journal of Statistical Mechanics Theory and Experiment · 2008 · 21.2K citations · Full text

Computing, Sociology, Community Assessment +14

Finding and evaluating community structure in networks

Michelle G. Newman, Michelle Girvan · Physical Review E · 2004 · 14.1K citations · Full text

Engineering, Sociology, Complex Systems +12

Learning the parts of objects by non-negative matrix factorization

Daniel D. Lee, H. Sebastian Seung · Nature · 1999 · 14.1K citations

Computing, Computer Science, Computer Vision +11

Community detection in graphs

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Computing, Visualization, Community Assessment +8

Uncovering the overlapping community structure of complex networks in nature and society

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Life Sciences, Ecology, Community Ecology +13