RLF-LPI: An ensemble learning framework using sequence information for predicting lncRNA-protein interaction based on AE-ResLSTM and fuzzy decision

RLF-LPI: An ensemble learning framework using sequence information for predicting lncRNA-protein interaction based on AE-ResLSTM and fuzzy decision

Long non-coding RNAs (lncRNAs) play a regulatory role in many biological cells, and the recognition of lncRNA-protein interactions is helpful to reveal the functional mechanism of lncRNAs. Identification of lncRNA-protein interaction by biological techniques is costly and time-consuming. Here, an en...

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Bibliographic Details
Main Authors: Jinmiao Song, Shengwei Tian, Long Yu, Qimeng Yang, Qiguo Dai, Yuanxu Wang, Weidong Wu, Xiaodong Duan
Format: Article
Language:English
Published: AIMS Press 2022-03-01
Series:Mathematical Biosciences and Engineering
Subjects:
deep learning
lncrna-protein interaction
fuzzy decision
extra trees
attention mechanism
Online Access:http://www.aimspress.com/article/doi/10.3934/mbe.2022222?viewType=HTML

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http://www.aimspress.com/article/doi/10.3934/mbe.2022222?viewType=HTML

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