A study on the application of regression trees and adaptive neuro-fuzzy inference system in glass manufacturing process for packaging

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dc.contributor.authorCOSTA, H. R. D. N.
dc.contributor.authorLA NEVE, A.
dc.date.accessioned2022-01-12T21:58:58Z
dc.date.available2022-01-12T21:58:58Z
dc.date.issued2016-07-02
dc.description.abstract© 2016 IEEE.ANFIS 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 ANFIS was compared with the results obtained in the manufacture of glass for packing. The classifications obtained in the manufacture and in the ANFIS software were also compared with the classification obtained with CART (Classification and Regression Tree).
dc.description.volume0
dc.identifier.citationCOSTA, H. R. D. N.; LA NEVE, A. A study on the application of regression trees and adaptive neuro-fuzzy inference system in glass manufacturing process for packaging. Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS, v. 0, Jul, 2016.
dc.identifier.doi10.1109/NAFIPS.2016.7851584
dc.identifier.urihttps://repositorio.fei.edu.br/handle/FEI/3898
dc.relation.ispartofAnnual Conference of the North American Fuzzy Information Processing Society - NAFIPS
dc.rightsAcesso Restrito
dc.subject.otherlanguageANFIS
dc.subject.otherlanguageCART
dc.subject.otherlanguageGlass
dc.subject.otherlanguagemodel
dc.titleA study on the application of regression trees and adaptive neuro-fuzzy inference system in glass manufacturing process for packaging
dc.typeArtigo de evento
fei.scopus.citations0
fei.scopus.eid2-s2.0-85015269574
fei.scopus.subjectAdaptive neuro-fuzzy inference system
fei.scopus.subjectANFIS
fei.scopus.subjectCART
fei.scopus.subjectClassification and regression tree
fei.scopus.subjectDatabase projects
fei.scopus.subjectGlass-manufacturing
fei.scopus.subjectOperating variables
fei.scopus.subjectProduction process
fei.scopus.updated2024-08-01
fei.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85015269574&origin=inward
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