An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes

Gene expression data could likely be a momentous help in the progress of proficient cancer diagnoses and classification platforms. Lately, many researchers analyze gene expression data using diverse computational intelligence methods, for selecting a small subset of informative genes from the data f...

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Main Authors:	Mohd Saberi, Mohamad, Sigeru, Omatu, Safaai, Deris, Yoshioka, Michifumi, Afnizanfaizal, Abdullah, Zuwairie, Ibrahim
Format:	Article
Language:	English
Published:	BioMed Central Ltd. 2013
Subjects:	TJ Mechanical engineering and machinery
Online Access:	http://umpir.ump.edu.my/id/eprint/25365/ http://umpir.ump.edu.my/id/eprint/25365/ http://umpir.ump.edu.my/id/eprint/25365/ http://umpir.ump.edu.my/id/eprint/25365/1/An%20enhancement%20of%20binary%20particle%20swarm%20optimization.pdf

id	ump-25365
recordtype	eprints
spelling	ump-253652019-12-10T01:32:39Z http://umpir.ump.edu.my/id/eprint/25365/ An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes Mohd Saberi, Mohamad Sigeru, Omatu Safaai, Deris Yoshioka, Michifumi Afnizanfaizal, Abdullah Zuwairie, Ibrahim TJ Mechanical engineering and machinery Gene expression data could likely be a momentous help in the progress of proficient cancer diagnoses and classification platforms. Lately, many researchers analyze gene expression data using diverse computational intelligence methods, for selecting a small subset of informative genes from the data for cancer classification. Many computational methods face difficulties in selecting small subsets due to the small number of samples compared to the huge number of genes (high-dimension), irrelevant genes, and noisy genes. BioMed Central Ltd. 2013 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/25365/1/An%20enhancement%20of%20binary%20particle%20swarm%20optimization.pdf Mohd Saberi, Mohamad and Sigeru, Omatu and Safaai, Deris and Yoshioka, Michifumi and Afnizanfaizal, Abdullah and Zuwairie, Ibrahim (2013) An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes. Algorithms for Molecular Biology, 8 (15). pp. 1-11. ISSN 1748-7188 https://doi.org/10.1186/1748-7188-8-15 https://doi.org/10.1186/1748-7188-8-15
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TJ Mechanical engineering and machinery
spellingShingle	TJ Mechanical engineering and machinery Mohd Saberi, Mohamad Sigeru, Omatu Safaai, Deris Yoshioka, Michifumi Afnizanfaizal, Abdullah Zuwairie, Ibrahim An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes
description	Gene expression data could likely be a momentous help in the progress of proficient cancer diagnoses and classification platforms. Lately, many researchers analyze gene expression data using diverse computational intelligence methods, for selecting a small subset of informative genes from the data for cancer classification. Many computational methods face difficulties in selecting small subsets due to the small number of samples compared to the huge number of genes (high-dimension), irrelevant genes, and noisy genes.
format	Article
author	Mohd Saberi, Mohamad Sigeru, Omatu Safaai, Deris Yoshioka, Michifumi Afnizanfaizal, Abdullah Zuwairie, Ibrahim
author_facet	Mohd Saberi, Mohamad Sigeru, Omatu Safaai, Deris Yoshioka, Michifumi Afnizanfaizal, Abdullah Zuwairie, Ibrahim
author_sort	Mohd Saberi, Mohamad
title	An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes
title_short	An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes
title_full	An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes
title_fullStr	An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes
title_full_unstemmed	An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes
title_sort	enhancement of binary particle swarm optimization for gene selection in classifying cancer classes
publisher	BioMed Central Ltd.
publishDate	2013
url	http://umpir.ump.edu.my/id/eprint/25365/ http://umpir.ump.edu.my/id/eprint/25365/ http://umpir.ump.edu.my/id/eprint/25365/ http://umpir.ump.edu.my/id/eprint/25365/1/An%20enhancement%20of%20binary%20particle%20swarm%20optimization.pdf
first_indexed	2023-09-18T22:38:54Z
last_indexed	2023-09-18T22:38:54Z
_version_	1777416782044200960

An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes

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