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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2010
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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 |
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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) |
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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 |
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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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abdulhallis@unimap.edu.my |
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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 |
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1643789815967121408 |
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13.214268 |