【IJCAI 2016】Modularity Based Community Detection with Deep Learning 阅读小记
一、动机 从低秩嵌入的角度来看，现有的多种社团检测算法中有两类代表：随机模型（Stochastic Model）和模块度最大化模型（Modularity Optimization Model）。在这两种算法的设计中用到了非负矩阵分解和奇异值分解，这两种方法为线性映射。但是，真实的网络存在不同的非线性特征，使得这些方法不能很好地运用。目前，神经网络是一个非常好的非线性映射的方法，所以作者将深度学
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