Multi-view attention graph convolutional networks for the host prediction of phages

Lijia Ma, Peng Gao, Wenxiang Zhou, Qiuzhen Lin, Yuan Bai, Min Fang, Zhihua Du, Jianqiang Li

Abstract: Highlights•This paper studies the host prediction of phages (HPP) problem.•We propose a GCN model (PGCN) for solving the HPP problem.•We construct a multi-view graph from two perspectives.•We design a multi-view GCN to learn multi-view features of phages.•We validate the superiority of PGCN over several state-of-the-art baseline models.