Learning deep neural networks for node classification

作者：

Highlights：

• Propose a novel deep neural network method for node classification.

• The model could overcome the existing problem of only getting the suboptimal solution.

• A superior performance of results demonstrates the effectiveness of proposed approach.

摘要

•Propose a novel deep neural network method for node classification.•The model could overcome the existing problem of only getting the suboptimal solution.•A superior performance of results demonstrates the effectiveness of proposed approach.

论文关键词：Network embedding,Node classification,Deep neural network,Deep learning

论文评审过程：Received 8 April 2019, Revised 2 July 2019, Accepted 3 July 2019, Available online 3 July 2019, Version of Record 9 July 2019.

论文官网地址：https://doi.org/10.1016/j.eswa.2019.07.006