187 citations · 390 across the 8 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cond-mat.dis-nn2018★ 61 cited
A General Deep Learning Framework for Network Reconstruction and Dynamics Learning
Zhang Zhang, Yi Zhao, Jing Liu +4
Many complex processes can be viewed as dynamical systems on networks. However, in real cases, only the performances of the system are known, the network structure and the dynamica…
cs.CV2018★ 187 cited
Complex Network Classification with Convolutional Neural Network
Ruyue Xin, Jiang Zhang, Yitong Shao
Classifying large scale networks into several categories and distinguishing them according to their fine structures is of great importance with several applications in real life. H…