RPI-SE: a stacking ensemble learning framework for ncRNA-protein interactions prediction using sequence information

RPI-SE: a stacking ensemble learning framework for ncRNA-protein interactions prediction using sequence information

Abstract Background The interactions between non-coding RNAs (ncRNA) and proteins play an essential role in many biological processes. Several high-throughput experimental methods have been applied to detect ncRNA-protein interactions. However, these methods are time-consuming and expensive. Accurat...

Full description

Bibliographic Details
Main Authors: Hai-Cheng Yi, Zhu-Hong You, Mei-Neng Wang, Zhen-Hao Guo, Yan-Bin Wang, Ji-Ren Zhou
Format: Article
Language:English
Published: BMC 2020-02-01
Series:BMC Bioinformatics
Subjects:
Sequence analysis
RNA-protein interaction
ncRNA
Ensemble learning
Position weight matrix
Legendre moments
Online Access:http://link.springer.com/article/10.1186/s12859-020-3406-0

Internet

http://link.springer.com/article/10.1186/s12859-020-3406-0

Similar Items