Deep Rényi entropy graph kernel
作者：
Highlights：
• We employ the generalized entropy to generate second-order Renyi entropy.
• We build the second-order Renyi entropy of graph.
• We define a deep Renyi entropy representation of graph.
• We define a deep Renyintropy matching graph kernel.
• The authors’ claims are supported by experimental results on graph datasets.
摘要
•We employ the generalized entropy to generate second-order Renyi entropy.•We build the second-order Renyi entropy of graph.•We define a deep Renyi entropy representation of graph.•We define a deep Renyintropy matching graph kernel.•The authors’ claims are supported by experimental results on graph datasets.
论文关键词：Shannon entropy,Rényi entropy,Deep representation,Graph kernel,Graph classification
论文评审过程：Received 12 December 2019, Revised 13 June 2020, Accepted 18 September 2020, Available online 22 September 2020, Version of Record 28 September 2020.
论文官网地址：https://doi.org/10.1016/j.patcog.2020.107668
