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Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/44022
DC FieldValueLanguage
dc.contributor.authorVásquez, José L.en_US
dc.contributor.authorTravieso, Carlos M.en_US
dc.contributor.authorTravieso, Carlos M.en_US
dc.contributor.authorAlonso, Jesús B.en_US
dc.contributor.authorBriceno, Juan C.en_US
dc.contributor.otherTravieso-Gonzalez, Carlos M.-
dc.date.accessioned2018-11-21T19:38:17Z-
dc.date.available2018-11-21T19:38:17Z-
dc.date.issued2012en_US
dc.identifier.isbn9780769548609en_US
dc.identifier.issn2155-6083en_US
dc.identifier.urihttp://hdl.handle.net/10553/44022-
dc.description.abstractIn this work, a temperature predictor has been designed and implemented based on different series of meteorological data. The prediction is built by an artificial neural network multilayer perceptron, using 5 samples as window size of meteorological data. Besides, the floating point algorithm was evaluated, reaching a mean square error of 0.35, meaning a variation of 0.28 Celsius degrees versus the real temperature. Different approaches will be applied in order to show our best proposal.en_US
dc.languagespaen_US
dc.relation.ispartofProceedings - 2012 3rd Global Congress on Intelligent Systems, GCIS 2012en_US
dc.sourceProceedings - 2012 3rd Global Congress on Intelligent Systems, GCIS 2012 (6449495), p. 104-107en_US
dc.subject3307 Tecnología electrónicaen_US
dc.subject.otherArtificial neural networks , Temperature measurement , Time series analysis , Predictive models , Temperature distribution , Solar radiation , Rain , Temperature prediction , meteorological serie , neural networksen_US
dc.titleTemperature prediction based on different meteorological seriesen_US
dc.typeinfo:eu-repo/semantics/conferenceObjectes
dc.typeConferenceObjectes
dc.relation.conference2012 3rd Global Congress on Intelligent Systems, GCIS 2012
dc.identifier.doi10.1109/GCIS.2012.103
dc.identifier.scopus84874395639-
dc.identifier.isi000318635100026-
dcterms.isPartOf2012 Third Global Congress On Intelligent Systems (Gcis 2012)-
dcterms.source2012 Third Global Congress On Intelligent Systems (Gcis 2012)[ISSN 2155-6083], p. 104-107-
dc.contributor.authorscopusid35766960600-
dc.contributor.authorscopusid7202103570-
dc.contributor.authorscopusid6602376272-
dc.contributor.authorscopusid24774957200-
dc.contributor.authorscopusid57197530947-
dc.description.lastpage107-
dc.identifier.issue6449495-
dc.description.firstpage104-
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Actas de congresosen_US
dc.identifier.wosWOS:000318635100026-
dc.contributor.daisngid1936568-
dc.contributor.daisngid265761-
dc.contributor.daisngid2692095-
dc.contributor.daisngid982072-
dc.contributor.daisngid929298-
dc.identifier.investigatorRIDN-5967-2014-
dc.identifier.externalWOS:000318635100026-
dc.date.coverdateDiciembre 2012
dc.identifier.conferenceidevents121465
dc.identifier.ulpgcSíes
item.grantfulltextnone-
item.fulltextSin texto completo-
crisitem.author.deptGIR IDeTIC: División de Procesado Digital de Señales-
crisitem.author.deptIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.deptDepartamento de Señales y Comunicaciones-
crisitem.author.deptGIR IDeTIC: División de Procesado Digital de Señales-
crisitem.author.deptIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.deptDepartamento de Señales y Comunicaciones-
crisitem.author.deptGIR IDeTIC: División de Procesado Digital de Señales-
crisitem.author.deptIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.deptDepartamento de Señales y Comunicaciones-
crisitem.author.orcid0000-0002-4621-2768-
crisitem.author.orcid0000-0002-4621-2768-
crisitem.author.orcid0000-0002-7866-585X-
crisitem.author.parentorgIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.parentorgIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.parentorgIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.fullNameTravieso González, Carlos Manuel-
crisitem.author.fullNameTravieso González, Carlos Manuel-
crisitem.author.fullNameAlonso Hernández, Jesús Bernardino-
crisitem.event.eventsstartdate06-11-2012-
crisitem.event.eventsenddate08-11-2012-
Appears in Collections:Actas de congresos
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