Genetic Algorithms and Feature Selection for Improving the Classification Performance in Healthcare

Alaa Alassaf; Eman Alarbeed; Ghady Alrasheed; Abdulsalam Almirdasie; Shahd Almutairi; Mohammed Abullah Al-Hagery; Faisal Saeed

doi:10.14569/IJACSA.2024.0150375

Genetic Algorithms and Feature Selection for Improving the Classification Performance in Healthcare

Alaa Alassaf^*, Eman Alarbeed, Ghady Alrasheed, Abdulsalam Almirdasie, Shahd Almutairi, Mohammed Abullah Al-Hagery, Faisal Saeed

^*Corresponding author for this work

Qassim University

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	737-744
Number of pages	8
Journal	International Journal of Advanced Computer Science and Applications
Volume	15
Issue number	3
DOIs	https://doi.org/10.14569/IJACSA.2024.0150375
Publication status	Published (VoR) - 1 Mar 2024

Keywords

algorithm
Cancer classification
feature selection
gene expression
genetic algorithm
machine learning
microarray data

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10.14569/IJACSA.2024.0150375Licence: CC BY

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title = "Genetic Algorithms and Feature Selection for Improving the Classification Performance in Healthcare",

keywords = "algorithm, Cancer classification, feature selection, gene expression, genetic algorithm, machine learning, microarray data",

author = "Alaa Alassaf and Eman Alarbeed and Ghady Alrasheed and Abdulsalam Almirdasie and Shahd Almutairi and Al-Hagery, {Mohammed Abullah} and Faisal Saeed",

year = "2024",

month = mar,

day = "1",

doi = "10.14569/IJACSA.2024.0150375",

language = "English",

volume = "15",

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journal = "International Journal of Advanced Computer Science and Applications",

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TY - JOUR

T1 - Genetic Algorithms and Feature Selection for Improving the Classification Performance in Healthcare

AU - Alassaf, Alaa

AU - Alarbeed, Eman

AU - Alrasheed, Ghady

AU - Almirdasie, Abdulsalam

AU - Almutairi, Shahd

AU - Al-Hagery, Mohammed Abullah

AU - Saeed, Faisal

PY - 2024/3/1

Y1 - 2024/3/1

KW - algorithm

KW - Cancer classification

KW - feature selection

KW - gene expression

KW - genetic algorithm

KW - machine learning

KW - microarray data

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U2 - 10.14569/IJACSA.2024.0150375

DO - 10.14569/IJACSA.2024.0150375

M3 - Article

AN - SCOPUS:85189928416

SN - 2158-107X

VL - 15

SP - 737

EP - 744

JO - International Journal of Advanced Computer Science and Applications

JF - International Journal of Advanced Computer Science and Applications

IS - 3

ER -

Genetic Algorithms and Feature Selection for Improving the Classification Performance in Healthcare

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