EDLMFC: an ensemble deep learning framework with multi-scale features combination for ncRNA–protein interaction prediction

EDLMFC: an ensemble deep learning framework with multi-scale features combination for ncRNA–protein interaction prediction

Abstract Background Non-coding RNA (ncRNA) and protein interactions play essential roles in various physiological and pathological processes. The experimental methods used for predicting ncRNA–protein interactions are time-consuming and labor-intensive. Therefore, there is an increasing demand for c...

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Bibliographic Details
Main Authors: Jingjing Wang, Yanpeng Zhao, Weikang Gong, Yang Liu, Mei Wang, Xiaoqian Huang, Jianjun Tan
Format: Article
Language:English
Published: BMC 2021-03-01
Series:BMC Bioinformatics
Subjects:
ncRNA–protein interactions
Multi-scale features combination
Conjoint k-mer
Ensemble deep learning
Independent test
ncRNA–protein networks
Online Access:https://doi.org/10.1186/s12859-021-04069-9

Internet

https://doi.org/10.1186/s12859-021-04069-9

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