Selection and classification of gene expression in autism disorder: Use of a combination of statistical filters and a GBPSO-SVM algorithm

Shilan S. Hameed; Rohayanti Hassan; Fahmi F. Muhammad

doi:10.1371/journal.pone.0187371

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Open Access

Peer-reviewed

Research Article

Selection and classification of gene expression in autism disorder: Use of a combination of statistical filters and a GBPSO-SVM algorithm

Shilan S. Hameed,

Roles Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

Affiliations Department of Computer Science, Faculty of Computing, Universiti Teknologi Malaysia, Johor Bahru, Malaysia, Department of Software and Informatics Engineering, College of Engineering, Salahaddin University, Erbil, Kurdistan Region, Iraq
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Rohayanti Hassan,

Roles Conceptualization, Methodology, Supervision, Writing – review & editing

Affiliation Department of Software Engineering, Faculty of Computing, Universiti Teknologi Malaysia, Johor Bahru, Malaysia
⨯
Fahmi F. Muhammad

Roles Conceptualization, Investigation, Methodology, Writing – review & editing

* E-mail: fahmi.fariq@koyauniversity.org

Affiliation Department of Physics, Faculty of Science & Health, Koya University, Koya, Kurdistan Region, Iraq

http://orcid.org/0000-0002-4563-9671

⨯

Selection and classification of gene expression in autism disorder: Use of a combination of statistical filters and a GBPSO-SVM algorithm

Shilan S. Hameed,
Rohayanti Hassan,
Fahmi F. Muhammad

Published: November 2, 2017
https://doi.org/10.1371/journal.pone.0187371

About the Authors

Shilan S. Hameed

Roles Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

Affiliations Department of Computer Science, Faculty of Computing, Universiti Teknologi Malaysia, Johor Bahru, Malaysia, Department of Software and Informatics Engineering, College of Engineering, Salahaddin University, Erbil, Kurdistan Region, Iraq

Rohayanti Hassan

Roles Conceptualization, Methodology, Supervision, Writing – review & editing

Affiliation Department of Software Engineering, Faculty of Computing, Universiti Teknologi Malaysia, Johor Bahru, Malaysia

Fahmi F. Muhammad

Roles Conceptualization, Investigation, Methodology, Writing – review & editing

* E-mail: fahmi.fariq@koyauniversity.org

Affiliation Department of Physics, Faculty of Science & Health, Koya University, Koya, Kurdistan Region, Iraq

http://orcid.org/0000-0002-4563-9671

Competing Interests

The authors have declared that no competing interests exist.

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Autism
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Gene expression
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Support vector machines
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Data reduction
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Microarrays
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Autism spectrum disorder
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Algorithms
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Optimization
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