Comparison of Matlab’s multivariate analysis for qualitative and quantitative electronic taste sensing system

1st Regional Conference on Applied and Engineering Mathematics (RCAEM-I) 2010 organized by Universiti Malaysia Perlis (UniMAP) and co-organized by Universiti Sains Malaysia (USM) & Universiti Kebangsaan Malaysia (UKM), 2nd - 3rd June 2010 at Eastern & Oriental Hotel, Penang.

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Bibliographic Details
Main Authors:	Abdul Hallis, Abdul Aziz, Ammar, Zakaria, Ali Yeon, Md Shakaff, Prof. Dr., Abdul Rahman, Saad, Abdul Hamid, Adom, Prof. Madya Dr., Maz Jamilah, Masnan
Other Authors:	abdulhallis@unimap.edu.my
Format:	Working Paper
Language:	English
Published:	Universiti Malaysia Perlis (UniMAP) 2010
Subjects:	Multivariate analysis Principle component analysis Common factor analysis Multi-dimensional scaling Linear discriminant analysis Multidimensional Bio-mimetic Regional Conference on Applied and Engineering Mathematics (RCAEM)
Online Access:	http://dspace.unimap.edu.my/xmlui/handle/123456789/10340
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Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-10340
record_format	dspace
spelling	my.unimap-103402010-11-28T04:39:12Z Comparison of Matlab’s multivariate analysis for qualitative and quantitative electronic taste sensing system Abdul Hallis, Abdul Aziz Ammar, Zakaria Ali Yeon, Md Shakaff, Prof. Dr. Abdul Rahman, Saad Abdul Hamid, Adom, Prof. Madya Dr. Maz Jamilah, Masnan abdulhallis@unimap.edu.my mazjamilah@unimap.edu.my Multivariate analysis Principle component analysis Common factor analysis Multi-dimensional scaling Linear discriminant analysis Multidimensional Bio-mimetic Regional Conference on Applied and Engineering Mathematics (RCAEM) 1st Regional Conference on Applied and Engineering Mathematics (RCAEM-I) 2010 organized by Universiti Malaysia Perlis (UniMAP) and co-organized by Universiti Sains Malaysia (USM) & Universiti Kebangsaan Malaysia (UKM), 2nd - 3rd June 2010 at Eastern & Oriental Hotel, Penang. A taste sensing system has been put in place by a team of Unimap’s researchers using an array of sensors and ‘off the shelf’ components. Qualitative and quantitative ‘tasting’ data (multi-dimensions) were subjected to multivariate analysis methods available in mathematical software Matlab (ver. 8.0). Comparative studies were done on the analysis of principal component analysis (PCA), common factor analysis (CFA), multi-dimensional scaling (MDS) and linear discriminant analysis (LDA). This study shows that some analysis methods are capable to discriminate basic taste qualities and differentiate different level of taste intensity. 2010-11-28T04:39:12Z 2010-11-28T04:39:12Z 2010-06-02 Working Paper Vol.4(19), p.454-456 http://hdl.handle.net/123456789/10340 en Proceedings of the 1st Regional Conference on Applied and Engineering Mathematics (RCAEM-I) 2010 Universiti Malaysia Perlis (UniMAP) Institut Matematik Kejuruteraan
institution	Universiti Malaysia Perlis
building	UniMAP Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Perlis
content_source	UniMAP Library Digital Repository
url_provider	http://dspace.unimap.edu.my/
language	English
topic	Multivariate analysis Principle component analysis Common factor analysis Multi-dimensional scaling Linear discriminant analysis Multidimensional Bio-mimetic Regional Conference on Applied and Engineering Mathematics (RCAEM)
spellingShingle	Multivariate analysis Principle component analysis Common factor analysis Multi-dimensional scaling Linear discriminant analysis Multidimensional Bio-mimetic Regional Conference on Applied and Engineering Mathematics (RCAEM) Abdul Hallis, Abdul Aziz Ammar, Zakaria Ali Yeon, Md Shakaff, Prof. Dr. Abdul Rahman, Saad Abdul Hamid, Adom, Prof. Madya Dr. Maz Jamilah, Masnan Comparison of Matlab’s multivariate analysis for qualitative and quantitative electronic taste sensing system
description	1st Regional Conference on Applied and Engineering Mathematics (RCAEM-I) 2010 organized by Universiti Malaysia Perlis (UniMAP) and co-organized by Universiti Sains Malaysia (USM) & Universiti Kebangsaan Malaysia (UKM), 2nd - 3rd June 2010 at Eastern & Oriental Hotel, Penang.
author2	abdulhallis@unimap.edu.my
author_facet	abdulhallis@unimap.edu.my Abdul Hallis, Abdul Aziz Ammar, Zakaria Ali Yeon, Md Shakaff, Prof. Dr. Abdul Rahman, Saad Abdul Hamid, Adom, Prof. Madya Dr. Maz Jamilah, Masnan
format	Working Paper
author	Abdul Hallis, Abdul Aziz Ammar, Zakaria Ali Yeon, Md Shakaff, Prof. Dr. Abdul Rahman, Saad Abdul Hamid, Adom, Prof. Madya Dr. Maz Jamilah, Masnan
author_sort	Abdul Hallis, Abdul Aziz
title	Comparison of Matlab’s multivariate analysis for qualitative and quantitative electronic taste sensing system
title_short	Comparison of Matlab’s multivariate analysis for qualitative and quantitative electronic taste sensing system
title_full	Comparison of Matlab’s multivariate analysis for qualitative and quantitative electronic taste sensing system
title_fullStr	Comparison of Matlab’s multivariate analysis for qualitative and quantitative electronic taste sensing system
title_full_unstemmed	Comparison of Matlab’s multivariate analysis for qualitative and quantitative electronic taste sensing system
title_sort	comparison of matlab’s multivariate analysis for qualitative and quantitative electronic taste sensing system
publisher	Universiti Malaysia Perlis (UniMAP)
publishDate	2010
url	http://dspace.unimap.edu.my/xmlui/handle/123456789/10340
_version_	1643789815967121408

Comparison of Matlab’s multivariate analysis for qualitative and quantitative electronic taste sensing system

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