LPI-deepGBDT: a multiple-layer deep framework based on gradient boosting decision trees for lncRNA–protein interaction identification

LPI-deepGBDT: a multiple-layer deep framework based on gradient boosting decision trees for lncRNA–protein interaction identification

Abstract Background Long noncoding RNAs (lncRNAs) play important roles in various biological and pathological processes. Discovery of lncRNA–protein interactions (LPIs) contributes to understand the biological functions and mechanisms of lncRNAs. Although wet experiments find a few interactions betw...

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Bibliographic Details
Main Authors: Liqian Zhou, Zhao Wang, Xiongfei Tian, Lihong Peng
Format: Article
Language:English
Published: BMC 2021-10-01
Series:BMC Bioinformatics
Subjects:
lncRNA–protein interaction
Multiple-layer deep architecture
Gradient boosting decision tree
Online Access:https://doi.org/10.1186/s12859-021-04399-8

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