Graph embedding-based novel protein interaction prediction via higher-order graph convolutional network.

Protein-protein interactions (PPIs) are essential for most biological processes. However, current PPI networks present high levels of noise, sparseness and incompleteness, which limits our ability to understand the cell at the system level from the PPI network. Predicting novel (missing) links in no...

Full description

Bibliographic Details
Main Authors: Ze Xiao, Yue Deng
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0238915