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stat.ML2020★ 1 cited
An improved spectral clustering method for community detection under the degree-corrected stochastic blockmodel
Huan Qing, Jingli Wang
For community detection problem, spectral clustering is a widely used method for detecting clusters in networks. In this paper, we propose an improved spectral clustering (ISC) app…
stat.ML2020★ 2 cited
Dual regularized Laplacian spectral clustering methods on community detection
Huan Qing, Jingli Wang
Spectral clustering methods are widely used for detecting clusters in networks for community detection, while a small change on the graph Laplacian matrix could bring a dramatic im…