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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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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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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
score 13.222552

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