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...

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Main Authors:	Suhaimi, Mohd Daud, M. S., Najib, Nurdiyana, Zahed, Mohd Falfazli, Mat Jusof, Muhammad Firdaus, Che Jusoh@Yusoff, Muhammad Izzat Izzuddin Nai’mullah, Hassim
Format:	Article
Language:	English
Published:	The Society for Advancement of Science & Technology 2017
Subjects:	Q Science (General) QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering TL Motor vehicles. Aeronautics. Astronautics
Online Access:	http://umpir.ump.edu.my/id/eprint/18623/2/2923-6497-1-PB.pdf http://umpir.ump.edu.my/id/eprint/18623/ http://www.jfas.info/index.php/jfas/article/view/2923
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Institution:	Universiti Malaysia Pahang
Language:	English

id	my.ump.umpir.18623
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spelling	my.ump.umpir.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 http://www.jfas.info/index.php/jfas/article/view/2923 DOI: 10.4314/jfas.v9i4s.15
institution	Universiti Malaysia Pahang
building	UMP Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Pahang
content_source	UMP Institutional Repository
url_provider	http://umpir.ump.edu.my/
language	English
topic	Q Science (General) QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering TL Motor vehicles. Aeronautics. Astronautics
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
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.
format	Article
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
title	Classification of Lubricant Oil Adulteration Level using Case-Based Reasoning
title_short	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_sort	classification of lubricant oil adulteration level using case-based reasoning
publisher	The Society for Advancement of Science & Technology
publishDate	2017
url	http://umpir.ump.edu.my/id/eprint/18623/2/2923-6497-1-PB.pdf http://umpir.ump.edu.my/id/eprint/18623/ http://www.jfas.info/index.php/jfas/article/view/2923
_version_	1651866901594243072

Classification of Lubricant Oil Adulteration Level using Case-Based Reasoning

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