Comparison of machine learning and deep learning techniques in promoter prediction across diverse species

Comparison of machine learning and deep learning techniques in promoter prediction across diverse species

Gene promoters are the key DNA regulatory elements positioned around the transcription start sites and are responsible for regulating gene transcription process. Various alignment-based, signal-based and content-based approaches are reported for the prediction of promoters. However, since all promot...

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Bibliographic Details
Main Authors: Nikita Bhandari, Satyajeet Khare, Rahee Walambe, Ketan Kotecha
Format: Article
Language:English
Published: PeerJ Inc. 2021-02-01
Series:PeerJ Computer Science
Subjects:
Promoter Prediction
Deep Learning
Machine Learning
CNN
LSTM
Random Forest
Online Access:https://peerj.com/articles/cs-365.pdf

Internet

https://peerj.com/articles/cs-365.pdf

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