Enhancing Taxonomic Categorization of DNA Sequences with Deep Learning: A Multi-Label Approach

Enhancing Taxonomic Categorization of DNA Sequences with Deep Learning: A Multi-Label Approach

The application of deep learning for taxonomic categorization of DNA sequences is investigated in this study. Two deep learning architectures, namely the Stacked Convolutional Autoencoder (SCAE) with Multilabel Extreme Learning Machine (MLELM) and the Variational Convolutional Autoencoder (VCAE) wit...

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Bibliographic Details
Main Authors: Prommy Sultana Hossain, Kyungsup Kim, Jia Uddin, Md Abdus Samad, Kwonhue Choi
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Bioengineering
Subjects:
convolutional autoencoder
variational autoencoder
extreme learning machine
DNA sequencing
Online Access:https://www.mdpi.com/2306-5354/10/11/1293

Internet

https://www.mdpi.com/2306-5354/10/11/1293

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