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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Detalles Bibliográficos
Autores principales: Liqian Zhou, Qi Duan, Xiongfei Tian, He Xu, Jianxin Tang, Lihong Peng
Formato: article
Lenguaje:EN
Publicado: BMC 2021
Materias:
C-SVM
Deep neural network
Ensemble learning
Feature selection
lncRNA-protein interaction
XGBoost
Computer applications to medicine. Medical informatics
R858-859.7
Biology (General)
QH301-705.5
Acceso en línea:https://doaj.org/article/433182be94124af091c9a52af13c127c
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https://doaj.org/article/433182be94124af091c9a52af13c127c

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