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BCS: A Binary Cuckoo Search algorithm for feature selection

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dc.contributor.authorRodrigues, D. [UNESP]
dc.contributor.authorPereira, L. A M [UNESP]
dc.contributor.authorAlmeida, T. N S [UNESP]
dc.contributor.authorPapa, João Paulo [UNESP]
dc.contributor.authorSouza, A. N.
dc.contributor.authorRamos, C. C O
dc.contributor.authorYang, Xin-She
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.contributor.institutionUniversidade de São Paulo (USP)
dc.contributor.institutionMiddlesex University
dc.date.accessioned2014-05-27T11:30:41Z
dc.date.available2014-05-27T11:30:41Z
dc.date.issued2013-09-09
dc.description.abstractFeature selection has been actively pursued in the last years, since to find the most discriminative set of features can enhance the recognition rates and also to make feature extraction faster. In this paper, the propose a new feature selection called Binary Cuckoo Search, which is based on the behavior of cuckoo birds. The experiments were carried out in the context of theft detection in power distribution systems in two datasets obtained from a Brazilian electrical power company, and have demonstrated the robustness of the proposed technique against with several others nature-inspired optimization techniques. © 2013 IEEE.en
dc.description.affiliationDepartment of Computing UNESP-Univ Estadual Paulista, Bauru, São Paulo
dc.description.affiliationDepartment of Electrical Engineering University of São Paulo, São Paulo, São Paulo
dc.description.affiliationSchool of Engineering and Information Sciences Middlesex University, Hendon, London
dc.description.affiliationUnespDepartment of Computing UNESP-Univ Estadual Paulista, Bauru, São Paulo
dc.format.extent465-468
dc.identifierhttp://dx.doi.org/10.1109/ISCAS.2013.6571881
dc.identifier.citationProceedings - IEEE International Symposium on Circuits and Systems, p. 465-468.
dc.identifier.doi10.1109/ISCAS.2013.6571881
dc.identifier.issn0271-4310
dc.identifier.lattes9039182932747194
dc.identifier.scopus2-s2.0-84883365571
dc.identifier.urihttp://hdl.handle.net/11449/76535
dc.identifier.wosWOS:000332006800115
dc.language.isoeng
dc.relation.ispartofProceedings - IEEE International Symposium on Circuits and Systems
dc.relation.ispartofsjr0,237
dc.rights.accessRightsAcesso aberto
dc.sourceScopus
dc.subjectBinary cuckoo searches
dc.subjectElectrical power
dc.subjectOptimization techniques
dc.subjectPower distribution system
dc.subjectTheft detections
dc.subjectElectric load distribution
dc.subjectFeature extraction
dc.subjectElectric utilities
dc.titleBCS: A Binary Cuckoo Search algorithm for feature selectionen
dc.typeTrabalho apresentado em evento
dcterms.licensehttp://www.ieee.org/publications_standards/publications/rights/rights_policies.html
dspace.entity.typePublication
unesp.author.lattes9039182932747194
unesp.author.lattes8212775960494686[5]
unesp.author.orcid0000-0001-8231-5556[7]
unesp.author.orcid0000-0002-6494-7514[4]
unesp.author.orcid0000-0002-8617-5404[5]
unesp.campusUniversidade Estadual Paulista (UNESP), Faculdade de Ciências, Baurupt
unesp.departmentComputação - FCpt

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