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An intelligent system for pavement management

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dc.contributor.authorBrega, JRF
dc.contributor.authorSoria, MHA
dc.contributor.authorMarar, João Fernando [UNESP]
dc.contributor.authorSementille, Antonio Carlos [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.date.accessioned2014-05-20T15:24:01Z
dc.date.available2014-05-20T15:24:01Z
dc.date.issued1998-01-01
dc.description.abstractThis paper describes a method for the evaluation of pavement condition through artificial neural networks using the MLP backpropagation technique. Two of the most used procedures for detecting the pavement conditions were applied: the overall severity index and the irregularity index. Tests with the model demonstrated that the simulation with the neural network gives better results than the procedures recommended by the highway officials. This network may also be applied for the construction of a graphic computer environment.en
dc.description.affiliationUniv Estadual Paulista, Dept Comp, Lab Sistemas Tempo Real, Bauru, SP, Brazil
dc.description.affiliationUnespUniv Estadual Paulista, Dept Comp, Lab Sistemas Tempo Real, Bauru, SP, Brazil
dc.format.extent603-611
dc.identifierhttp://dx.doi.org/10.1117/12.304849
dc.identifier.citationApplications and Science of Computational Intelligence. Bellingham: Spie-int Soc Optical Engineering, v. 3390, p. 603-611, 1998.
dc.identifier.doi10.1117/12.304849
dc.identifier.issn0277-786X
dc.identifier.lattes5777705137810019
dc.identifier.lattes1233049484488761
dc.identifier.lattes1882712230914196
dc.identifier.urihttp://hdl.handle.net/11449/34687
dc.identifier.wosWOS:000073452600062
dc.language.isoeng
dc.publisherSpie - Int Soc Optical Engineering
dc.relation.ispartofApplications and Science of Computational Intelligence
dc.rights.accessRightsAcesso aberto
dc.sourceWeb of Science
dc.subjectintelligent systempt
dc.subjectartificial neural networkspt
dc.subjectpavement management systempt
dc.titleAn intelligent system for pavement managementen
dc.typeTrabalho apresentado em evento
dcterms.licensehttp://proceedings.spiedigitallibrary.org/ss/TermsOfUse.aspx
dcterms.rightsHolderSpie-int Soc Optical Engineering
dspace.entity.typePublication
unesp.author.lattes5777705137810019
unesp.author.lattes1233049484488761
unesp.author.lattes1882712230914196[4]
unesp.author.orcid0000-0002-4337-514X[4]
unesp.campusUniversidade Estadual Paulista (UNESP), Faculdade de Ciências, Baurupt
unesp.departmentComputação - FCpt

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Bauru - FC - Faculdade de Ciências