Classification of Lubricant Oil Adulteration Level using Case-Based Reasoning
The main purpose of this paper is to classify lubricant oil odor-profile using Case-based Reasoning classifier. Electronic nose was used for the purpose of taking data readings for each lubricant oil smell sample. The data that have been collected will be normalized so that the data can be evaluated...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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The Society for Advancement of Science & Technology
2017
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| Online Access: | http://umpir.ump.edu.my/id/eprint/18623/ http://umpir.ump.edu.my/id/eprint/18623/2/2923-6497-1-PB.pdf |
| _version_ | 1848820718976892928 |
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| author | Suhaimi, Mohd Daud M. S., Najib Nurdiyana, Zahed Mohd Falfazli, Mat Jusof Muhammad Firdaus, Che Jusoh@Yusoff Muhammad Izzat Izzuddin Nai’mullah, Hassim |
| author_facet | Suhaimi, Mohd Daud M. S., Najib Nurdiyana, Zahed Mohd Falfazli, Mat Jusof Muhammad Firdaus, Che Jusoh@Yusoff Muhammad Izzat Izzuddin Nai’mullah, Hassim |
| author_sort | Suhaimi, Mohd Daud |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | The main purpose of this paper is to classify lubricant oil odor-profile using Case-based Reasoning classifier. Electronic nose was used for the purpose of taking data readings for each lubricant oil smell sample. The data that have been collected will be normalized so that the data can be evaluated in a smaller scale to establish an odor-profile for each sample. Then the odor-profiles were classified using Case-based Reasoning (CBR) classifier. The classification performance resulting 100% successfully correct classification. |
| first_indexed | 2025-11-15T02:13:55Z |
| format | Article |
| id | ump-18623 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T02:13:55Z |
| publishDate | 2017 |
| publisher | The Society for Advancement of Science & Technology |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-186232019-10-30T03:42:38Z http://umpir.ump.edu.my/id/eprint/18623/ Classification of Lubricant Oil Adulteration Level using Case-Based Reasoning Suhaimi, Mohd Daud M. S., Najib Nurdiyana, Zahed Mohd Falfazli, Mat Jusof Muhammad Firdaus, Che Jusoh@Yusoff Muhammad Izzat Izzuddin Nai’mullah, Hassim Q Science (General) QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering TL Motor vehicles. Aeronautics. Astronautics The main purpose of this paper is to classify lubricant oil odor-profile using Case-based Reasoning classifier. Electronic nose was used for the purpose of taking data readings for each lubricant oil smell sample. The data that have been collected will be normalized so that the data can be evaluated in a smaller scale to establish an odor-profile for each sample. Then the odor-profiles were classified using Case-based Reasoning (CBR) classifier. The classification performance resulting 100% successfully correct classification. The Society for Advancement of Science & Technology 2017 Article PeerReviewed application/pdf en cc_by_nc http://umpir.ump.edu.my/id/eprint/18623/2/2923-6497-1-PB.pdf Suhaimi, Mohd Daud and M. S., Najib and Nurdiyana, Zahed and Mohd Falfazli, Mat Jusof and Muhammad Firdaus, Che Jusoh@Yusoff and Muhammad Izzat Izzuddin Nai’mullah, Hassim (2017) Classification of Lubricant Oil Adulteration Level using Case-Based Reasoning. Journal of Fundamental and Applied Sciences, 9 (4S). pp. 256-275. ISSN 1112-9867. (Published) http://www.jfas.info/index.php/jfas/article/view/2923 DOI: 10.4314/jfas.v9i4s.15 |
| spellingShingle | Q Science (General) QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering TL Motor vehicles. Aeronautics. Astronautics Suhaimi, Mohd Daud M. S., Najib Nurdiyana, Zahed Mohd Falfazli, Mat Jusof Muhammad Firdaus, Che Jusoh@Yusoff Muhammad Izzat Izzuddin Nai’mullah, Hassim Classification of Lubricant Oil Adulteration Level using Case-Based Reasoning |
| title | Classification of Lubricant Oil Adulteration Level using Case-Based Reasoning |
| title_full | Classification of Lubricant Oil Adulteration Level using Case-Based Reasoning |
| title_fullStr | Classification of Lubricant Oil Adulteration Level using Case-Based Reasoning |
| title_full_unstemmed | Classification of Lubricant Oil Adulteration Level using Case-Based Reasoning |
| title_short | Classification of Lubricant Oil Adulteration Level using Case-Based Reasoning |
| title_sort | classification of lubricant oil adulteration level using case-based reasoning |
| topic | Q Science (General) QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering TL Motor vehicles. Aeronautics. Astronautics |
| url | http://umpir.ump.edu.my/id/eprint/18623/ http://umpir.ump.edu.my/id/eprint/18623/ http://umpir.ump.edu.my/id/eprint/18623/ http://umpir.ump.edu.my/id/eprint/18623/2/2923-6497-1-PB.pdf |