Zhang et al., "Overlapping Community Detection in Complex Networks using Symmetric Binary Matrix Factorization" (2013)

2026-08-14

Zhong-Yuan Zhang, Yong Wang, and Yong-Yeol Ahn, Physical Review E 87, 062803 (2013)
DOI | arXiv | PDF | Code

@article{zhang2013sbmf,
    author = {Zhong-Yuan Zhang and Yong Wang and Yong-Yeol Ahn},
    title = {Overlapping Community Detection in Complex Networks using Symmetric Binary Matrix Factorization},
    journal = {Physical Review E},
    volume = {87},
    pages = {062803},
    doi = {10.1103/PhysRevE.87.062803},
    eprint = {1303.5855},
    archivePrefix = {arXiv},
    year = {2013},
}

Symmetric binary Matrix factorization assigns explicit overlapping memberships, distinguishes outliers, and uses modified partition density to choose the number of communities in Community detection.

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