Graph-based prediction of Protein-protein interactions with attributed signed graph embedding

Graph-based prediction of Protein-protein interactions with attributed signed graph embedding

Abstract Background Protein-protein interactions (PPIs) are central to many biological processes. Considering that the experimental methods for identifying PPIs are time-consuming and expensive, it is important to develop automated computational methods to better predict PPIs. Various machine learni...

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Bibliographic Details
Main Authors: Fang Yang, Kunjie Fan, Dandan Song, Huakang Lin
Format: Article
Language:English
Published: BMC 2020-07-01
Series:BMC Bioinformatics
Subjects:
Protein-protein interaction
Representation learning
Network embedding
Variational graph auto-encoder
Online Access:http://link.springer.com/article/10.1186/s12859-020-03646-8

Internet

http://link.springer.com/article/10.1186/s12859-020-03646-8

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