A hybrid of an automated multi-filter with a spatial bound particle swarm optimization for gene selection and cancer classification

Cancer is one of the most dangerous diseases and a leading cause of death globally. Therefore, early detection of cancer is critical for effective treatments. However, the main challenge in disease identification and classification, such as cancer microarray dataset, is the large number of genes. Ex...

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Bibliographic Details

Published in:	Heliyon
Main Authors:	Anas Arram, Masri Ayob, Musatafa Abbas Abbood Albadr, Dheeb Albashish, Alaa Sulaiman
Format:	Article
Language:	English
Published:	Elsevier 2025-03-01
Subjects:	Particle swarm optimization Spatial bound particle swarm optimization Gene selection Cancer classification Microarray
Online Access:	http://www.sciencedirect.com/science/article/pii/S2405844025009247