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Sep, 2013
基于度修正随机分块模型的正则化谱聚类
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel
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Tai Qin, Karl Rohe
TL;DR
本文介绍了一种新的谱聚类算法，它扩展了之前的算法结果，删除了对最小度数的假设，并通过统计模型来解释网络中出现的星形图案在本质上的性质。
Abstract
spectral clustering
is a fast and popular algorithm for finding clusters in
networks
. Recently, Chaudhuri et al. (2012) and Amini et al.(2012) proposed inspired variations on the algorithm that artificially infla
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