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Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/43955
DC FieldValueLanguage
dc.contributor.authorPérez-Vega, Abrahánen_US
dc.contributor.authorTravieso, Carlos M.en_US
dc.contributor.authorHernández-Travieso, José G.en_US
dc.contributor.authorAlonso, Jesus B.en_US
dc.contributor.authorDutta, Malay Kishoreen_US
dc.contributor.authorSingh, Anushikhaen_US
dc.date.accessioned2018-11-21T19:08:22Z-
dc.date.available2018-11-21T19:08:22Z-
dc.date.issued2017en_US
dc.identifier.isbn9781509016662en_US
dc.identifier.otherWoS-
dc.identifier.urihttp://hdl.handle.net/10553/43955-
dc.description.abstractThis paper proposes a prediction system to make a forecast of temperature which is based on support vector machines. The system uses a database which provides information about weather parameters such as pressure, temperature, wind speed, etc. In order to adapt the input data, the present proposal has applied a pre-processing method before the prediction phases start. The best testing results have reached a mean square error of 0.09°C.en_US
dc.languagespaen_US
dc.relation.ispartofProceeding - IEEE International Conference on Computing, Communication and Automation, ICCCA 2016en_US
dc.sourceProceeding - IEEE International Conference on Computing, Communication and Automation, ICCCA 2016 (7813752), p. 388-392en_US
dc.subject3307 Tecnología electrónicaen_US
dc.subject.otherKernelen_US
dc.subject.otherSupport vector machinesen_US
dc.subject.otherTrainingen_US
dc.subject.otherMeteorologyen_US
dc.subject.otherTestingen_US
dc.subject.otherAutomationen_US
dc.subject.otherDatabasesen_US
dc.subject.otherPrediction system ,en_US
dc.subject.otherSupport vector machinesen_US
dc.subject.otherForecast of temperatureen_US
dc.titleForecast of temperature using support vector machinesen_US
dc.typeinfo:eu-repo/semantics/conferenceObjecten_US
dc.typeConferenceObjecten_US
dc.relation.conference2016 IEEE International Conference on Computing, Communication and Automation, ICCCA 2016en_US
dc.identifier.doi10.1109/CCAA.2016.7813752en_US
dc.identifier.scopus85011067016-
dc.identifier.isi000393168500072-
dc.contributor.authorscopusid57193139663-
dc.contributor.authorscopusid6602376272-
dc.contributor.authorscopusid55734520200-
dc.contributor.authorscopusid24774957200-
dc.contributor.authorscopusid35291803600-
dc.contributor.authorscopusid55885045200-
dc.description.lastpage392en_US
dc.identifier.issue7813752-
dc.description.firstpage388en_US
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Actas de congresosen_US
dc.contributor.daisngid30960676-
dc.contributor.daisngid265761-
dc.contributor.daisngid10008276-
dc.contributor.daisngid29084685-
dc.contributor.daisngid35026383-
dc.contributor.daisngid802071-
dc.description.numberofpages5en_US
dc.identifier.eisbn978-1-5090-1666-2-
dc.utils.revisionSíen_US
dc.contributor.wosstandardWOS:Perez-Vega, A-
dc.contributor.wosstandardWOS:Travieso, CM-
dc.contributor.wosstandardWOS:Hernandez-Travieso, JG-
dc.contributor.wosstandardWOS:Alonso, JB-
dc.contributor.wosstandardWOS:Dutta, MK-
dc.contributor.wosstandardWOS:Singh, A-
dc.date.coverdateEnero 2017en_US
dc.identifier.conferenceidevents121600-
dc.identifier.ulpgcSíes
item.grantfulltextnone-
item.fulltextSin texto completo-
crisitem.event.eventsstartdate29-04-2016-
crisitem.event.eventsenddate30-04-2016-
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.orcid0000-0002-7866-585X-
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.fullNameAlonso Hernández, Jesús Bernardino-
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