Label propagation algorithm based on node importance

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 · 20.5K citations · Full text

Engineering, Community Mining, Network Analysis +16

Community detection in graphs

Santo Fortunato · Physics Reports · 2009 · 11.1K citations · Full text

Community Structure, Network Science, Graph Theory +10

Near linear time algorithm to detect community structures in large-scale networks

Usha Nandini Raghavan, Réka Albert, Soundar Kumara · Physical Review E · 2007 · 3.5K citations · Full text

Cluster Computing, Engineering, Interaction Network +22

Identification of influential spreaders in complex networks

Maksim Kitsak, Lazaros K. Gallos, Shlomo Havlin et al. · Nature Physics · 2010 · 3.1K citations · Full text

Network Evolution, Network Science, Influential Spreaders +5

Benchmark graphs for testing community detection algorithms

Andrea Lancichinetti, Santo Fortunato, Filippo Radicchi · Physical Review E · 2008 · 3K citations · Full text

Community Structure, Cluster Computing, Computational Social Science +15