Graph kernel of brain networks considering functional similarity measures

Xinlei Wang, Junchang Xin, Zhongyang Wang, Luxuan Qu, Jiani Li, Zhiqiong Wang

Abstract: Highlights•A multi-attribute brain network is constructed considering functional information.•A multi-attribute graph kernel considering functional similarity is proposed.•A multi-attribute hypergraph kernel considering high-order interaction is proposed.•Experiments prove the superior performance of the proposed methods.