Combinação de classificadores para detecção de fraudes em sinistros de automóveis.

Simple item page
dc.contributor.advisorOmar, Nizampt_BR
dc.contributor.advisor-co1Lopes, Paulo Batistapt_BR
dc.contributor.advisor1Latteshttp://lattes.cnpq.br/2067336430076971por
dc.contributor.authorRodrigues, Luis Alexandrept_BR
dc.creator.Latteshttp://lattes.cnpq.br/1993219010204539por
dc.date.accessioned2016-03-15T19:37:51Z
dc.date.accessioned2020-05-28T18:08:36Z
dc.date.available2014-10-07pt_BR
dc.date.available2020-05-28T18:08:36Z
dc.date.issued2014-08-05pt_BR
dc.description.abstractThis work presents a process to detect suspected cases of fraud at automobile claims dataset, which is evaluated the economic created by it. Because of a detection process presenting misclassific ation, it is necessary to evaluate the financial economy made by the process not only its accuracy in detecting suspected cases of fraud. This process uses a combination of classifiers, with C4.5 Decision Tree, Naive Bayes and Support Vector Machine, const ructed by samples of the data set with automobile claims. This way, the process defined by this work can obtain the balance between the accuracy of classification and the financial economy.eng
dc.description.sponsorshipUniversidade Presbiteriana Mackenziept_BR
dc.formatapplication/pdfpor
dc.identifier.citationRODRIGUES, Luis Alexandre. Combinação de classificadores para detecção de fraudes em sinistros de automóveis.. 2014. 80 f. Dissertação (Mestrado em Engenharia Elétrica) - Universidade Presbiteriana Mackenzie, São Paulo, 2014.por
dc.identifier.urihttp://dspace.mackenzie.br/handle/10899/24357
dc.languageporpor
dc.publisherUniversidade Presbiteriana Mackenziepor
dc.rightsAcesso Abertopor
dc.subjectdetecção de fraudepor
dc.subjectcombinação de classificadorespor
dc.subjectmineração de dadospor
dc.subjectfraud detectioneng
dc.subjectmulti classifiereng
dc.subjectdata miningeng
dc.subject.cnpqCNPQ::ENGENHARIAS::ENGENHARIA ELETRICApor
dc.thumbnail.urlhttp://tede.mackenzie.br/jspui/retrieve/3791/Luis%20Alexandre%20Rodrigues.pdf.jpg*
dc.titleCombinação de classificadores para detecção de fraudes em sinistros de automóveis.por
dc.typeDissertaçãopor
local.contributor.board1Oliveira, Pedro Paulo Balbi dept_BR
local.contributor.board1Latteshttp://lattes.cnpq.br/9556738277476279por
local.contributor.board2Pimentel, Edson Pinheiropt_BR
local.contributor.board2Latteshttp://lattes.cnpq.br/6163089025212520por
local.publisher.countryBRpor
local.publisher.departmentEngenharia Elétricapor
local.publisher.initialsUPMpor
local.publisher.programEngenharia Elétricapor
Files
Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
Luis Alexandre Rodrigues.pdf
Size:
1.3 MB
Format:
Adobe Portable Document Format
Description:
Download
Collections
Engenharia Elétrica e Computação - Dissertações - EE Higienópolis