Cover Image

Classification of Aedes Adults Mosquitoes in Two Distinct Groups Based on Fisher Linear Discriminant Analysis and FZOARO Techniques

This paper describes the breeding, feeding and measurement of Aedes mosquitoes based on body size (wing length). Due to similarity in body size measurements, we were constrained on gender recognition. To reveal the gender identity of these mosquitoes, Fisher linear discriminant analysis and FZOARO...

Full description

Saved in:
Bibliographic Details
Main Authors: Okwonu, Friday Zinzendoff, Dieng, Hamady, Abdul Rahman, Othman, Hui, Ooi Seow
Format: Article
Language:English
Published: International Institute for Science, Technology and Education 2012
Subjects:
Q Science (General)
Online Access:http://ir.unimas.my/id/eprint/9889/1/Classification.pdf
http://ir.unimas.my/id/eprint/9889/
http://www.iiste.org/Journals/index.php/MTM/article/viewFile/2087/2069
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.unimas.ir.9889
record_format eprints
spelling my.unimas.ir.98892022-01-24T06:30:28Z http://ir.unimas.my/id/eprint/9889/ Classification of Aedes Adults Mosquitoes in Two Distinct Groups Based on Fisher Linear Discriminant Analysis and FZOARO Techniques Okwonu, Friday Zinzendoff Dieng, Hamady Abdul Rahman, Othman Hui, Ooi Seow Q Science (General) This paper describes the breeding, feeding and measurement of Aedes mosquitoes based on body size (wing length). Due to similarity in body size measurements, we were constrained on gender recognition. To reveal the gender identity of these mosquitoes, Fisher linear discriminant analysis and FZOARO classification models were considered suitable for prediction and classification. We randomly selected 15 mosquitoes from each groups and categorize the body size as small and large and applied the classification procedures. Both classification techniques perform similar. The numerical simulation reveals that 86.67% were classified as male for group one and 80% were correctly classified as female in group two. International Institute for Science, Technology and Education 2012 Article NonPeerReviewed text en http://ir.unimas.my/id/eprint/9889/1/Classification.pdf Okwonu, Friday Zinzendoff and Dieng, Hamady and Abdul Rahman, Othman and Hui, Ooi Seow (2012) Classification of Aedes Adults Mosquitoes in Two Distinct Groups Based on Fisher Linear Discriminant Analysis and FZOARO Techniques. Mathematical Theory and Modeling, 2 (6). pp. 22-30. ISSN 2225-0522 http://www.iiste.org/Journals/index.php/MTM/article/viewFile/2087/2069
institution Universiti Malaysia Sarawak
building Centre for Academic Information Services (CAIS)
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sarawak
content_source UNIMAS Institutional Repository
url_provider http://ir.unimas.my/
language English
topic Q Science (General)
spellingShingle Q Science (General)
Okwonu, Friday Zinzendoff
Dieng, Hamady
Abdul Rahman, Othman
Hui, Ooi Seow
Classification of Aedes Adults Mosquitoes in Two Distinct Groups Based on Fisher Linear Discriminant Analysis and FZOARO Techniques
description This paper describes the breeding, feeding and measurement of Aedes mosquitoes based on body size (wing length). Due to similarity in body size measurements, we were constrained on gender recognition. To reveal the gender identity of these mosquitoes, Fisher linear discriminant analysis and FZOARO classification models were considered suitable for prediction and classification. We randomly selected 15 mosquitoes from each groups and categorize the body size as small and large and applied the classification procedures. Both classification techniques perform similar. The numerical simulation reveals that 86.67% were classified as male for group one and 80% were correctly classified as female in group two.
format Article
author Okwonu, Friday Zinzendoff
Dieng, Hamady
Abdul Rahman, Othman
Hui, Ooi Seow
author_facet Okwonu, Friday Zinzendoff
Dieng, Hamady
Abdul Rahman, Othman
Hui, Ooi Seow
author_sort Okwonu, Friday Zinzendoff
title Classification of Aedes Adults Mosquitoes in Two Distinct Groups Based on Fisher Linear Discriminant Analysis and FZOARO Techniques
title_short Classification of Aedes Adults Mosquitoes in Two Distinct Groups Based on Fisher Linear Discriminant Analysis and FZOARO Techniques
title_full Classification of Aedes Adults Mosquitoes in Two Distinct Groups Based on Fisher Linear Discriminant Analysis and FZOARO Techniques
title_fullStr Classification of Aedes Adults Mosquitoes in Two Distinct Groups Based on Fisher Linear Discriminant Analysis and FZOARO Techniques
title_full_unstemmed Classification of Aedes Adults Mosquitoes in Two Distinct Groups Based on Fisher Linear Discriminant Analysis and FZOARO Techniques
title_sort classification of aedes adults mosquitoes in two distinct groups based on fisher linear discriminant analysis and fzoaro techniques
publisher International Institute for Science, Technology and Education
publishDate 2012
url http://ir.unimas.my/id/eprint/9889/1/Classification.pdf
http://ir.unimas.my/id/eprint/9889/
http://www.iiste.org/Journals/index.php/MTM/article/viewFile/2087/2069
_version_ 1724078472461025280
score 13.211869

Similar Items