Graph embedding ensemble methods based on the heterogeneous network for lncRNA-miRNA interaction prediction

Graph embedding ensemble methods based on the heterogeneous network for lncRNA-miRNA interaction prediction

Abstract Background Researchers discover LncRNA–miRNA regulatory paradigms modulate gene expression patterns and drive major cellular processes. Identification of lncRNA-miRNA interactions (LMIs) is critical to reveal the mechanism of biological processes and complicated diseases. Because convention...

Full description

Bibliographic Details
Main Authors: Chengshuai Zhao, Yang Qiu, Shuang Zhou, Shichao Liu, Wen Zhang, Yanqing Niu
Format: Article
Language:English
Published: BMC 2020-12-01
Series:BMC Genomics
Subjects:
lncRNA-miRNA interactions
Graph embedding
Ensemble learning
Attention mechanism
Online Access:https://doi.org/10.1186/s12864-020-07238-x

Internet

https://doi.org/10.1186/s12864-020-07238-x

Similar Items