CD_AS_IL

Identifying multi-scale communities in networks by asymptotic surprise

Requirements

Matlab

Codes

#CD_AS_IL_all.m

Dataset

./testnet128.wpairs

Cite

Please cite the references if you use this code:
[1] Ju Xiang, Yan Zhang, Jian-Ming Li, Hui-Jia Li, Min Li. Identifying multi-scale communities in networks by asymptotic surprise, J. Stat. Mech., 2019, 2019: 033403. [2] Ju Xiang, Yan-Ni Tang, Yuan-Yuan Gao, Lang Liu, Yi Hao, Jian-Ming Li, Yan Zhang, Shi Chen. Phase transition of Surprise optimization in community detection, Physica A, 2018, 491: 693-707. [3] Vincent D Blondel, Jean-Loup Guillaume, Renaud Lambiotte, Etienne Lefebvre. Fast unfolding of communities in large networks, J. Stat. Mech., 2008, 2008: P10008 [4] Vincent D Blondel, Jean-Loup Guillaume, Renaud Lambiotte, Etienne Lefebvre. Fast unfolding of community hierarchies in large networks, http://arxiv.org/abs/0803.0476

Contact

Email: [email protected]