Optimization of Discrete Wavelet Transform Feature Representation and Hierarchical Classification of G-Protein Coupled Receptor Using Firefly Algorithm and Particle Swarm Optimization

Optimization of Discrete Wavelet Transform Feature Representation and Hierarchical Classification of G-Protein Coupled Receptor Using Firefly Algorithm and Particle Swarm Optimization

Ineffective protein feature representation poses problems in protein classification in hierarchical structures. Discrete wavelet transform (DWT) is a feature representation method which generates global and local features based on different wavelet families and decomposition levels. To represent pro...

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Bibliographic Details
Main Authors: Nor Ashikin Mohamad Kamal, Azuraliza Abu Bakar, Suhaila Zainudin
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Applied Sciences
Subjects:
feature representation
GPCR
discrete wavelet transform
particle swarm optimization
firefly algorithm
protein
Online Access:https://www.mdpi.com/2076-3417/12/23/12011

Internet

https://www.mdpi.com/2076-3417/12/23/12011

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