Community Detection in Complex Networks Using Nonnegative Matrix Factorization and Density-Based Clustering Algorithm

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

Modularity and community structure in networks

M. E. J. Newman · Proceedings of the National Academy of Sciences · 2006 · 12.3K citations · Full text

Engineering, Bioinformatics, Complex Systems +14

Community detection in graphs

Santo Fortunato · Physics Reports · 2009 · 11.3K citations · Full text

Computing, Visualization, Community Assessment +8

Fast algorithm for detecting community structure in networks

M. E. J. Newman · Physical Review E · 2004 · 5.5K citations · Full text

Computing, Computer Science, Complex Systems +10

Clustering by fast search and find of density peaks

Álex Rodríguez, Alessandro Laio · Science · 2014 · 5K citations

Computing, Astronomy, Bioinformatics +13