Registro Completo
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Biblioteca(s): |
Embrapa Pecuária Sudeste. |
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Data corrente: |
11/11/2010 |
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Data da última atualização: |
30/06/2023 |
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Tipo da produção científica: |
Artigo em Anais de Congresso |
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Autoria: |
AMORIM. W. P.; PISTORI, H.; PEREIRA, M. C.; JACINTO, M. A. C. |
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Afiliação: |
WILLIAN PARAGUASU AMORIM, UFMS/CAMPO GRANDE, MS; HERMESON PISTORI, UCDB/CAMPO GRANDE, MS; MOURO CONTI PEREIRA, UCDB/CAMPO GRANDE, MS; MANUEL ANTONIO CHAGAS JACINTO, CPPSE. |
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Título: |
Attributes reduction applied to leather defects classification. |
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Ano de publicação: |
2010 |
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Fonte/Imprenta: |
In: CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES, 22., 2010, Gramado. Anais... Gramado; SIBGRAPI, 2010. |
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Idioma: |
Português |
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Conteúdo: |
This paper presents a study on attributes reduction, comparing five discriminant analysis techniques: Fisher- Face, CLDA, DLDA, YLDA and KLDA. Attributes reduction has been applied to the problem of leather defect classification using four different classifiers: C4.5, kNN, Na¨?ve Bayes and Support Vector Machines. The results of several experiments on the performance of discriminant analysis applied to the problem of defect detection are reported |
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Palavras-Chave: |
Attributes reduction; Leather defect detection; Linear discriminant analysis. |
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Thesaurus NAL: |
leather. |
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Categoria do assunto: |
E Economia e Indústria Agrícola |
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Marc: |
LEADER 01081nam a2200193 a 4500
001 1866839
005 2023-06-30
008 2010 bl uuuu u00u1 u #d
100 1 $aAMORIM. W. P.
245 $aAttributes reduction applied to leather defects classification.$h[electronic resource]
260 $aIn: CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES, 22., 2010, Gramado. Anais... Gramado; SIBGRAPI$c2010
520 $aThis paper presents a study on attributes reduction, comparing five discriminant analysis techniques: Fisher- Face, CLDA, DLDA, YLDA and KLDA. Attributes reduction has been applied to the problem of leather defect classification using four different classifiers: C4.5, kNN, Na¨?ve Bayes and Support Vector Machines. The results of several experiments on the performance of discriminant analysis applied to the problem of defect detection are reported
650 $aleather
653 $aAttributes reduction
653 $aLeather defect detection
653 $aLinear discriminant analysis
700 1 $aPISTORI, H.
700 1 $aPEREIRA, M. C.
700 1 $aJACINTO, M. A. C.
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Registro original: |
Embrapa Pecuária Sudeste (CPPSE) |
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