A survey on graph kernels

Abstract Graph kernels have become an established and widely-used technique for solving classification tasks on graphs. This survey gives a comprehensive overview of techniques for kernel-based graph classification developed in the past 15 years. We describe and categorize graph kernels based on pro...

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Bibliographic Details
Main Authors: Kriege, Nils M (Author), Johansson, Fredrik D (Author), Morris, Christopher (Author)
Format: Article
Language:English
Published: Springer International Publishing, 2021-09-20T17:28:54Z.
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