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Sensor fusion of electronic nose and electronic tongue for classification of Orthosiphon stamineus

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Main Authors: Zakaria, A., Ali Yeon, Md Shakaff, Prof. Dr., Adom, Abdul Hamid, Assoc. Prof. Dr., Mohd Nor, Ahmad, Prof. Dr., Shaari, A. R., Jaafar, M. N., Prof. Madya. Dr., Abdullah, A. H., Fikri, N. A., Latifah Munirah, Kamarudin
Other Authors: aliyeon@unimap.edu.my
Format: Article
Language:English
Published: American Scientific Publishers 2011
Subjects:
Chalcogenide
Competitive learning
Cyranose320
Data fusion
Multimodalities
Orthosiphon stamineus
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/14801
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spelling my.unimap-148012011-10-21T09:24:05Z Sensor fusion of electronic nose and electronic tongue for classification of Orthosiphon stamineus Zakaria, A. Ali Yeon, Md Shakaff, Prof. Dr. Adom, Abdul Hamid, Assoc. Prof. Dr. Mohd Nor, Ahmad, Prof. Dr. Shaari, A. R. Jaafar, M. N., Prof. Madya. Dr. Abdullah, A. H. Fikri, N. A. Latifah Munirah, Kamarudin aliyeon@unimap.edu.my Chalcogenide Competitive learning Cyranose320 Data fusion Multimodalities Orthosiphon stamineus Link to publisher's homepage at http://www.aspbs.com/ Sensor fusion of electronic nose (e-nose) and electronic tongue (e-tongue) has lead to an improved classification of Orthosiphon stamineus (also known as Misai Kucing). The fusion technique was presented and compared with individual assessment using e-nose and e-tongue separately. Three different commercial sources along with freshly prepared sample were discriminated using an e-nose and an e-tongue. Headspace of these dried Orthosiphon stamineus leaves and brewed samples were measured and compared using e-nose in order to determine the optimum setting for experimental setup and sniffing cycle. Applying the Principal Component Analysis (PCA) separately on the respective e-tongue and e-nose data, only three distinct classes can be classified. However, by employing an improved technique of data fusion of the two modalities, classification of the four distinct groups was achieved. 2011-10-21T09:24:05Z 2011-10-21T09:24:05Z 2011-04 Article Sensor Letters, vol. 9 (2), 2011, pages 837-840 1546-198X http://lambda.qsensei.com/content/1pw0ww http://hdl.handle.net/123456789/14801 en American Scientific Publishers
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 Chalcogenide
Competitive learning
Cyranose320
Data fusion
Multimodalities
Orthosiphon stamineus
spellingShingle Chalcogenide
Competitive learning
Cyranose320
Data fusion
Multimodalities
Orthosiphon stamineus
Zakaria, A.
Ali Yeon, Md Shakaff, Prof. Dr.
Adom, Abdul Hamid, Assoc. Prof. Dr.
Mohd Nor, Ahmad, Prof. Dr.
Shaari, A. R.
Jaafar, M. N., Prof. Madya. Dr.
Abdullah, A. H.
Fikri, N. A.
Latifah Munirah, Kamarudin
Sensor fusion of electronic nose and electronic tongue for classification of Orthosiphon stamineus
description Link to publisher's homepage at http://www.aspbs.com/
author2 aliyeon@unimap.edu.my
author_facet aliyeon@unimap.edu.my
Zakaria, A.
Ali Yeon, Md Shakaff, Prof. Dr.
Adom, Abdul Hamid, Assoc. Prof. Dr.
Mohd Nor, Ahmad, Prof. Dr.
Shaari, A. R.
Jaafar, M. N., Prof. Madya. Dr.
Abdullah, A. H.
Fikri, N. A.
Latifah Munirah, Kamarudin
format Article
author Zakaria, A.
Ali Yeon, Md Shakaff, Prof. Dr.
Adom, Abdul Hamid, Assoc. Prof. Dr.
Mohd Nor, Ahmad, Prof. Dr.
Shaari, A. R.
Jaafar, M. N., Prof. Madya. Dr.
Abdullah, A. H.
Fikri, N. A.
Latifah Munirah, Kamarudin
author_sort Zakaria, A.
title Sensor fusion of electronic nose and electronic tongue for classification of Orthosiphon stamineus
title_short Sensor fusion of electronic nose and electronic tongue for classification of Orthosiphon stamineus
title_full Sensor fusion of electronic nose and electronic tongue for classification of Orthosiphon stamineus
title_fullStr Sensor fusion of electronic nose and electronic tongue for classification of Orthosiphon stamineus
title_full_unstemmed Sensor fusion of electronic nose and electronic tongue for classification of Orthosiphon stamineus
title_sort sensor fusion of electronic nose and electronic tongue for classification of orthosiphon stamineus
publisher American Scientific Publishers
publishDate 2011
url http://dspace.unimap.edu.my/xmlui/handle/123456789/14801
_version_ 1643790860122324992
score 13.214268

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