Sensor fusion of electronic nose and electronic tongue for classification of Orthosiphon stamineus
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American Scientific Publishers
2011
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my.unimap-140522011-10-07T08:13:59Z Sensor fusion of electronic nose and electronic tongue for classification of Orthosiphon stamineus Azmi, Zakaria Ali Yeon, Md Shakaff, Prof. Dr. Abdul Hamid, Adom, Assoc. Prof. Dr. Mansur N., Ahmad Abd. Razak, Shaari Mahmad Nor, Jaafar, Prof. Madya Abu Hassan, Abdullah Nazifah A., Fikri Latifah Munirah, Kamarudin Chalcogenide Competitive learning Cyranose320 Data fusion Multimodalities Orthosiphon stamineus Link to publisher's homepage at 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. 2011-10-07T08:13:59Z 2011-10-07T08:13:59Z 2011-04 Article Sensor Letters, vol. 9 (2), 2011, pages 837-840 1546-198X http://lambda.qsensei.com/content/1pw0ww http://hdl.handle.net/123456789/14052 en American Scientific Publishers |
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Chalcogenide Competitive learning Cyranose320 Data fusion Multimodalities Orthosiphon stamineus |
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Chalcogenide Competitive learning Cyranose320 Data fusion Multimodalities Orthosiphon stamineus Azmi, Zakaria Ali Yeon, Md Shakaff, Prof. Dr. Abdul Hamid, Adom, Assoc. Prof. Dr. Mansur N., Ahmad Abd. Razak, Shaari Mahmad Nor, Jaafar, Prof. Madya Abu Hassan, Abdullah Nazifah A., Fikri Latifah Munirah, Kamarudin Sensor fusion of electronic nose and electronic tongue for classification of Orthosiphon stamineus |
| description |
Link to publisher's homepage at www.aspbs.com/ |
| format |
Article |
| author |
Azmi, Zakaria Ali Yeon, Md Shakaff, Prof. Dr. Abdul Hamid, Adom, Assoc. Prof. Dr. Mansur N., Ahmad Abd. Razak, Shaari Mahmad Nor, Jaafar, Prof. Madya Abu Hassan, Abdullah Nazifah A., Fikri Latifah Munirah, Kamarudin |
| author_facet |
Azmi, Zakaria Ali Yeon, Md Shakaff, Prof. Dr. Abdul Hamid, Adom, Assoc. Prof. Dr. Mansur N., Ahmad Abd. Razak, Shaari Mahmad Nor, Jaafar, Prof. Madya Abu Hassan, Abdullah Nazifah A., Fikri Latifah Munirah, Kamarudin |
| author_sort |
Azmi, Zakaria |
| 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/123456789/14052 |
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1643790904050319360 |
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13.214268 |