Fuzzy decision tree applied to defects classification of glass manufacturing using data from a glass furnace model

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dc.contributor.authorCOSTA, H. R.N.
dc.contributor.authorLA NEVE, A.
dc.date.accessioned2022-01-12T22:02:23Z
dc.date.available2022-01-12T22:02:23Z
dc.date.issued2012
dc.description.abstractFuzzy Decision Tree (FID 3.4) and other algorithms were used for the classification of the defects that occur in the production process of glass for packing. In this study we used the Project "Newglass" installed in Portugal. This project used a model of Manufactures to study the process of manufacturing glass packaging. The database Project "Newglass" consists of the operating variables of the furnace and the percentage of defects found in end products of the factory model. The classification obtained through the Fuzzy Decision Tree was compared with the results obtained in the manufacture of glass for packing. The classifications obtained in the manufacture and in the FID 3.4 software were also compared with the classification obtained with CART (Classification and Regression Tree) and Artificial Neural Network (ANN) algorithms. © 2012 IEEE.
dc.identifier.citationCOSTA, H. R.N.; LA NEVE, A. Fuzzy decision tree applied to defects classification of glass manufacturing using data from a glass furnace model, 2012 Annual Meeting of the North American Fuzzy Information Processing Society, NAFIPS 2012, Aug. 2012.
dc.identifier.doi10.1109/NAFIPS.2012.6291000
dc.identifier.urihttps://repositorio.fei.edu.br/handle/FEI/4132
dc.relation.ispartof2012 Annual Meeting of the North American Fuzzy Information Processing Society, NAFIPS 2012
dc.rightsAcesso Restrito
dc.titleFuzzy decision tree applied to defects classification of glass manufacturing using data from a glass furnace model
dc.typeArtigo de evento
fei.scopus.citations3
fei.scopus.eid2-s2.0-84867723231
fei.scopus.subjectClassification and regression tree
fei.scopus.subjectDatabase projects
fei.scopus.subjectDefects classification
fei.scopus.subjectEnd-products
fei.scopus.subjectFuzzy decision trees
fei.scopus.subjectGlass packaging
fei.scopus.subjectGlass-manufacturing
fei.scopus.subjectOperating variables
fei.scopus.subjectPortugal
fei.scopus.subjectProduction process
fei.scopus.updated2024-05-01
fei.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84867723231&origin=inward
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