Development Of Intelligent Classifier And Estimator For Tualang Honey Purity

Honey is a natural substance well-known as supplement for maintaining good health. It is also useful as an ingredient in medicine. However, the market price of pure honey is expensive, causing irresponsible parties to adulterate pure honey by adding various sugar substances. It is very challengin...

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Main Author:	Subari, Norazian
Format:	Thesis
Language:	English
Published:	2014
Subjects:	TK1-9971 Electrical engineering Electronics Nuclear engineering
Online Access:	http://eprints.usm.my/60840/1/24%20Pages%20from%2000001780725.pdf
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id	my-usm-ep.60840
record_format	uketd_dc
spelling	my-usm-ep.608402024-07-16T02:16:52Z Development Of Intelligent Classifier And Estimator For Tualang Honey Purity 2014-08 Subari, Norazian TK1-9971 Electrical engineering. Electronics. Nuclear engineering Honey is a natural substance well-known as supplement for maintaining good health. It is also useful as an ingredient in medicine. However, the market price of pure honey is expensive, causing irresponsible parties to adulterate pure honey by adding various sugar substances. It is very challenging to come out with a suitable method to prove the presence of adulterants in honey products. Most previous studies involved close data observation from experts that is time-consuming. This research proposes the development of intelligent classifier to aid the task of differentiating pure honey from adulterated ones. Besides intelligent classifier, this research has also developed an intelligent estimator for the purpose of giving a percentage estimation of pure honey that exists in adulterated honey sample. The pure honey classifier and estimator are developed using Artificial Neural Network (ANN) approach: Ten types of pure honey from different brands and sugar compounds have been used to prepare various pure and adulterated honey (at different percentages of pure honey) samples. 2014-08 Thesis http://eprints.usm.my/60840/ http://eprints.usm.my/60840/1/24%20Pages%20from%2000001780725.pdf application/pdf en public masters Perpustakaan Hamzah Sendut Pusat Pengajian Kejuruteraan Elektrik & Elektronik
institution	Universiti Sains Malaysia
collection	USM Institutional Repository
language	English
topic	TK1-9971 Electrical engineering Electronics Nuclear engineering
spellingShingle	TK1-9971 Electrical engineering Electronics Nuclear engineering Subari, Norazian Development Of Intelligent Classifier And Estimator For Tualang Honey Purity
description	Honey is a natural substance well-known as supplement for maintaining good health. It is also useful as an ingredient in medicine. However, the market price of pure honey is expensive, causing irresponsible parties to adulterate pure honey by adding various sugar substances. It is very challenging to come out with a suitable method to prove the presence of adulterants in honey products. Most previous studies involved close data observation from experts that is time-consuming. This research proposes the development of intelligent classifier to aid the task of differentiating pure honey from adulterated ones. Besides intelligent classifier, this research has also developed an intelligent estimator for the purpose of giving a percentage estimation of pure honey that exists in adulterated honey sample. The pure honey classifier and estimator are developed using Artificial Neural Network (ANN) approach: Ten types of pure honey from different brands and sugar compounds have been used to prepare various pure and adulterated honey (at different percentages of pure honey) samples.
format	Thesis
qualification_level	Master's degree
author	Subari, Norazian
author_facet	Subari, Norazian
author_sort	Subari, Norazian
title	Development Of Intelligent Classifier And Estimator For Tualang Honey Purity
title_short	Development Of Intelligent Classifier And Estimator For Tualang Honey Purity
title_full	Development Of Intelligent Classifier And Estimator For Tualang Honey Purity
title_fullStr	Development Of Intelligent Classifier And Estimator For Tualang Honey Purity
title_full_unstemmed	Development Of Intelligent Classifier And Estimator For Tualang Honey Purity
title_sort	development of intelligent classifier and estimator for tualang honey purity
granting_institution	Perpustakaan Hamzah Sendut
granting_department	Pusat Pengajian Kejuruteraan Elektrik & Elektronik
publishDate	2014
url	http://eprints.usm.my/60840/1/24%20Pages%20from%2000001780725.pdf
_version_	1804889006772584448

Development Of Intelligent Classifier And Estimator For Tualang Honey Purity

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