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...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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International Institute for Science, Technology and Education
2012
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| Online Access: | http://ir.unimas.my/id/eprint/9889/ http://ir.unimas.my/id/eprint/9889/1/Classification.pdf |
| _version_ | 1848836658672173056 |
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| 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 |
| building | UNIMAS Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-15T06:27:16Z |
| format | Article |
| id | unimas-9889 |
| institution | Universiti Malaysia Sarawak |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T06:27:16Z |
| publishDate | 2012 |
| publisher | International Institute for Science, Technology and Education |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | unimas-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 |
| 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 |
| title | 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_short | 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 |
| topic | Q Science (General) |
| url | http://ir.unimas.my/id/eprint/9889/ http://ir.unimas.my/id/eprint/9889/ http://ir.unimas.my/id/eprint/9889/1/Classification.pdf |