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dc.contributor.authorMaz Jamilah, Masnan-
dc.contributor.authorNor Idayu, Mahat-
dc.date.accessioned2010-11-28T02:20:39Z-
dc.date.available2010-11-28T02:20:39Z-
dc.date.issued2010-06-02-
dc.identifier.citationVol.5(6), p.478-483en_US
dc.identifier.urihttp://dspace.unimap.edu.my/123456789/10329-
dc.description1st 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.en_US
dc.description.abstractClassification 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.en_US
dc.language.isoenen_US
dc.publisherUniversiti Malaysia Perlis (UniMAP)en_US
dc.relation.ispartofseriesProceedings of the 1st Regional Conference on Applied and Engineering Mathematics (RCAEM-I) 2010en_US
dc.subjectClassificationen_US
dc.subjectError rateen_US
dc.subjectNon-parametric discriminant methodsen_US
dc.subjectParametric discriminant methodsen_US
dc.subjectSemi-parametric discriminant methodsen_US
dc.subjectRegional Conference on Applied and Engineering Mathematics (RCAEM)en_US
dc.titleIssues on the application of classification methods in Engineeringen_US
dc.typeWorking Paperen_US
dc.publisher.departmentInstitut Matematik Kejuruteraanen_US
dc.contributor.urlmazjamilah@unimap.edu.myen_US
dc.contributor.urlnoridayu@uum.edu.myen_US
Appears in Collections:Conference Papers

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