LPI-HyADBS: a hybrid framework for lncRNA-protein interaction prediction integrating feature selection and classification

LPI-HyADBS: a hybrid framework for lncRNA-protein interaction prediction integrating feature selection and classification

Abstract Background Long noncoding RNAs (lncRNAs) have dense linkages with a plethora of important cellular activities. lncRNAs exert functions by linking with corresponding RNA-binding proteins. Since experimental techniques to detect lncRNA-protein interactions (LPIs) are laborious and time-consum...

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Bibliographic Details
Main Authors: Liqian Zhou, Qi Duan, Xiongfei Tian, He Xu, Jianxin Tang, Lihong Peng
Format: Article
Language:English
Published: BMC 2021-11-01
Series:BMC Bioinformatics
Subjects:
C-SVM
Deep neural network
Ensemble learning
Feature selection
lncRNA-protein interaction
XGBoost
Online Access:https://doi.org/10.1186/s12859-021-04485-x

Internet

https://doi.org/10.1186/s12859-021-04485-x

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