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Issues on the application of classification methods in Engineering

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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Bibliographic Details
Main Authors:	Maz Jamilah, Masnan, Nor Idayu, Mahat
Other Authors:	mazjamilah@unimap.edu.my
Format:	Working Paper
Language:	English
Published:	Universiti Malaysia Perlis (UniMAP) 2010
Subjects:	Classification Error rate Non-parametric discriminant methods Parametric discriminant methods Semi-parametric discriminant methods Regional Conference on Applied and Engineering Mathematics (RCAEM)
Online Access:	http://dspace.unimap.edu.my/xmlui/handle/123456789/10329
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id	my.unimap-10329
record_format	dspace
spelling	my.unimap-103292010-11-28T02:20:39Z Issues on the application of classification methods in Engineering Maz Jamilah, Masnan Nor Idayu, Mahat mazjamilah@unimap.edu.my noridayu@uum.edu.my Classification Error rate Non-parametric discriminant methods Parametric discriminant methods Semi-parametric discriminant methods 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. Classification methods have received remarkable demand from various engineering fields for solving pattern recognition problems. Various statistical classification methods ranging from parametric, semi-parametric and non-parametric methods have been proposed to meet such demand. Often, researchers are influenced by choosing a popular method rather than fully understand the appropriateness of using a method. Such action will open them towards of having biased results. This paper carries out some overviews on the existing discussion of classification methods used in solving some problems in engineering. The strengths and weaknesses of each method will be discussed in different context of problems that concern with the size of sample, number of measured variables and types of variables. Some suggestions on identifying suitable classification method will be given. 2010-11-28T02:20:39Z 2010-11-28T02:20:39Z 2010-06-02 Working Paper Vol.5(6), p.478-483 http://hdl.handle.net/123456789/10329 en Proceedings of the 1st Regional Conference on Applied and Engineering Mathematics (RCAEM-I) 2010 Universiti Malaysia Perlis (UniMAP) Institut Matematik Kejuruteraan
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	Classification Error rate Non-parametric discriminant methods Parametric discriminant methods Semi-parametric discriminant methods Regional Conference on Applied and Engineering Mathematics (RCAEM)
spellingShingle	Classification Error rate Non-parametric discriminant methods Parametric discriminant methods Semi-parametric discriminant methods Regional Conference on Applied and Engineering Mathematics (RCAEM) Maz Jamilah, Masnan Nor Idayu, Mahat Issues on the application of classification methods in Engineering
description	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.
author2	mazjamilah@unimap.edu.my
author_facet	mazjamilah@unimap.edu.my Maz Jamilah, Masnan Nor Idayu, Mahat
format	Working Paper
author	Maz Jamilah, Masnan Nor Idayu, Mahat
author_sort	Maz Jamilah, Masnan
title	Issues on the application of classification methods in Engineering
title_short	Issues on the application of classification methods in Engineering
title_full	Issues on the application of classification methods in Engineering
title_fullStr	Issues on the application of classification methods in Engineering
title_full_unstemmed	Issues on the application of classification methods in Engineering
title_sort	issues on the application of classification methods in engineering
publisher	Universiti Malaysia Perlis (UniMAP)
publishDate	2010
url	http://dspace.unimap.edu.my/xmlui/handle/123456789/10329
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score	13.222552

Issues on the application of classification methods in Engineering

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