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Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/44004
DC FieldValueLanguage
dc.contributor.authorTravieso, Carlos M.en_US
dc.contributor.authorAlonso, Jesús B.en_US
dc.contributor.authordel Pozo-Baños, Marcosen_US
dc.contributor.authorTicay-Rivas, Jaime R.en_US
dc.contributor.authorLopez-de-Ipiña, Karmeleen_US
dc.contributor.otherAlonso-Hernandez, Jesus B.-
dc.contributor.otherLopez-de-Ipina, Karmele-
dc.contributor.otherdel Pozo Banos, Marcos-
dc.contributor.otherTravieso-Gonzalez, Carlos M.-
dc.date.accessioned2018-11-21T19:30:15Z-
dc.date.available2018-11-21T19:30:15Z-
dc.date.issued2013en_US
dc.identifier.issn1866-9956en_US
dc.identifier.urihttp://hdl.handle.net/10553/44004-
dc.description.abstractA new approach based on the transformation of the Cepstral domain is developed on this work. This approach reaches an automatic diagnosis for the syndrome of obstructive sleep apnea that includes a specific block for the removal of electrocardiogram (ECG) artifacts and the R wave detection. The system is modeled by a transformation of the Cepstral domain sequence using hidden Markov model (HMM). The final decision is done with two different approaches: one based on HMM as a classifier and a second one based on support vector machines classification and a parameterization based on the transformation of HMM by a kernel. The later approach reached results up to 99.23 %, using all test samples from Physionet Apnea-ECG Database.en_US
dc.languagespaen_US
dc.publisher1866-9956-
dc.relation.ispartofCognitive Computationen_US
dc.sourceCognitive Computation[ISSN 1866-9956],v. 5, p. 558-565en_US
dc.subject3307 Tecnología electrónicaen_US
dc.subject.otherAutomatic apnea detection Artifacts removal Hidden Markov model Kernel building Machine learning Pattern recognition Nonlinear processingen_US
dc.titleAutomatic Apnea Identification by Transformation of the Cepstral Domainen_US
dc.typeinfo:eu-repo/semantics/Articlees
dc.typeArticlees
dc.identifier.doi10.1007/s12559-012-9184-x
dc.identifier.scopus84890114409-
dc.identifier.isi000328221100016-
dcterms.isPartOfCognitive Computation-
dcterms.sourceCognitive Computation[ISSN 1866-9956],v. 5 (4), p. 558-565-
dc.contributor.authorscopusid6602376272-
dc.contributor.authorscopusid24774957200-
dc.contributor.authorscopusid35241841700-
dc.contributor.authorscopusid37862263900-
dc.contributor.authorscopusid56263484400-
dc.description.lastpage565-
dc.description.firstpage558-
dc.relation.volume5-
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Artículoen_US
dc.identifier.wosWOS:000328221100016-
dc.contributor.daisngid265761-
dc.contributor.daisngid418703-
dc.contributor.daisngid2996557-
dc.contributor.daisngid3828233-
dc.contributor.daisngid1399740-
dc.identifier.investigatorRIDN-5977-2014-
dc.identifier.investigatorRIDK-4379-2013-
dc.identifier.investigatorRIDR-8617-2016-
dc.identifier.investigatorRIDN-5967-2014-
dc.identifier.externalWOS:000328221100016-
dc.contributor.wosstandardWOS:Travieso, CM
dc.contributor.wosstandardWOS:Alonso, JB
dc.contributor.wosstandardWOS:del Pozo-Banos, M
dc.contributor.wosstandardWOS:Ticay-Rivas, JR
dc.contributor.wosstandardWOS:Lopez-de-Ipina, K
dc.date.coverdateDiciembre 2013
dc.identifier.ulpgcSíes
dc.description.sjr0,518
dc.description.jcr1,1
dc.description.sjrqQ2
dc.description.jcrqQ3
dc.description.scieSCIE
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.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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