13 citations · 21 across the 11 of their papers we have counts for
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cs.SI2020
An improved spectral clustering method for mixed membership community detection
Huan Qing, Jingli Wang
Community detection has been well studied recent years, but the more realistic case of mixed membership community detection remains a challenge. Here, we develop an efficient spect…
cs.SI2020
Mixed-SCORE+ for mixed membership community detection
Huan Qing, Jingli Wang
Mixed-SCORE is a recent approach for mixed membership community detection proposed by Jin et al. (2017) which is an extension of SCORE (Jin, 2015). In the note Jin et al. (2018), t…
cs.SI2020
Consistency of regularized spectral clustering in degree-corrected mixed membership model
Huan Qing, Jingli Wang
Community detection in network analysis is an attractive research area recently. Here, under the degree-corrected mixed membership (DCMM) model, we propose an efficient approach ca…