Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/44041
DC FieldValueLanguage
dc.contributor.authorTravieso, Carlos M.en_US
dc.contributor.authorAlonso, Jesús B.en_US
dc.contributor.authorTicay-Rivas, Jaime R.en_US
dc.contributor.authorDel Pozo-Baños, Marcosen_US
dc.contributor.otherAlonso-Hernandez, Jesus B.-
dc.contributor.otherTravieso-Gonzalez, Carlos M.-
dc.contributor.otherdel Pozo Banos, Marcos-
dc.date.accessioned2018-11-21T19:47:05Z-
dc.date.available2018-11-21T19:47:05Z-
dc.date.issued2011en_US
dc.identifier.isbn9783642250194en_US
dc.identifier.issn0302-9743en_US
dc.identifier.urihttp://hdl.handle.net/10553/44041-
dc.description.abstractThis work presents a new system to diagnose the syndrome of obstructive sleep apnea (OSA) that includes a specific block for the removal of Electrocardiogram (ECG) artifacts and the R wave detection. The system is modeled by ECG cepstral coefficients. The final decision is done with two different approaches. The first one is based on Hidden Markov Model (HMM), as classifier. On the other hand, another classification system is based on Support Vector Machines, being the parameterization based on the transformation of HMM by a kernel. Our results reached up to 98.67%.en_US
dc.languagespaen_US
dc.publisher0302-9743en_US
dc.relation.ispartofLecture Notes in Computer Scienceen_US
dc.sourceLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)[ISSN 0302-9743],v. 7015 LNAI, p. 71-79en_US
dc.subject3307 Tecnología electrónicaen_US
dc.subject.otherApnea Detection, Hidden Markov Model, Kernel Building, Pattern Recognition, Non-linear Processingen_US
dc.titleApnea detection based on hidden Markov model kernelen_US
dc.typeinfo:eu-repo/semantics/conferenceObjectes
dc.typeConferenceObjectes
dc.relation.conference5th International Conference on Nonlinear Speech Processing (NOLISP 2011)
dc.relation.conference5th International Conference on Nonlinear Speech Processing, NOLISP 2011
dc.identifier.doi10.1007/978-3-642-25020-0_10
dc.identifier.scopus81155149543-
dc.identifier.isi000306444200010-
dcterms.isPartOfAdvances In Nonlinear Speech Processing-
dcterms.sourceAdvances In Nonlinear Speech Processing[ISSN 0302-9743],v. 7015, p. 71-79-
dc.contributor.authorscopusid6602376272-
dc.contributor.authorscopusid24774957200-
dc.contributor.authorscopusid37862263900-
dc.contributor.authorscopusid35241841700-
dc.description.lastpage79-
dc.description.firstpage71-
dc.relation.volume7015 LNAI-
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Actas de congresosen_US
dc.identifier.wosWOS:000306444200010-
dc.contributor.daisngid265761-
dc.contributor.daisngid418703-
dc.contributor.daisngid3828233-
dc.contributor.daisngid2996557-
dc.identifier.investigatorRIDN-5977-2014-
dc.identifier.investigatorRIDNo ID-
dc.identifier.investigatorRIDNo ID-
dc.identifier.externalWOS:000306444200010-
dc.contributor.wosstandardWOS:Travieso, CM
dc.contributor.wosstandardWOS:Alonso, JB
dc.contributor.wosstandardWOS:Ticay-Rivas, JR
dc.contributor.wosstandardWOS:del Pozo-Banos, M
dc.date.coverdateNoviembre 2011
dc.identifier.conferenceidevents120790
dc.identifier.conferenceidevents121418
dc.identifier.ulpgces
item.grantfulltextnone-
item.fulltextSin texto completo-
crisitem.author.deptIDeTIC: 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.deptIDeTIC: 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-
crisitem.event.eventsstartdate07-11-2011-
crisitem.event.eventsstartdate07-11-2011-
crisitem.event.eventsenddate09-11-2011-
crisitem.event.eventsenddate09-11-2011-
Appears in Collections:Actas de congresos
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