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cs.SI2022
The SCORE normalization, especially for highly heterogeneous network and text data
Zheng Tracy Ke, Jiashun Jin
SCORE was introduced as a spectral approach to network community detection. Since many networks have severe degree heterogeneity, the ordinary spectral clustering (OSC) approach to…
cs.SI2018★ 18 cited
Improvements on SCORE, Especially for Weak Signals
Jiashun Jin, Zheng Tracy Ke, Shengming Luo
A network may have weak signals and severe degree heterogeneity, and may be very sparse in one occurrence but very dense in another. SCORE (Jin, 2015) is a recent approach to netwo…