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cs.SI2017★ 10 cited
Principled Multilayer Network Embedding
Weiyi Liu, Pin-Yu Chen, Sailung Yeung +2
Multilayer network analysis has become a vital tool for understanding different relationships and their interactions in a complex system, where each layer in a multilayer network d…
cs.SI2015★ 1 cited
Phase Transitions in Spectral Community Detection of Large Noisy Networks
Pin-Yu Chen, Alfred O. Hero
In this paper, we study the sensitivity of the spectral clustering based community detection algorithm subject to a Erdos-Renyi type random noise model. We prove phase transitions…