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dc.contributor.convenorJeng-Shyang Panen_AU
dc.contributor.authorXiao, Fengen_US
dc.contributor.authorChen, Yi-minen_US
dc.contributor.authorYuchi, Mingen_US
dc.contributor.authorDing, Ming-yueen_US
dc.contributor.authorJo, Jun Hyungen_US
dc.contributor.editorBob Werneren_US
dc.date.accessioned2017-04-24T11:03:52Z
dc.date.available2017-04-24T11:03:52Z
dc.date.issued2010en_US
dc.date.modified2011-06-02T05:07:36Z
dc.identifier.refurihttp://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=5714291en_AU
dc.identifier.doi10.1109/ICGEC.2010.56en_AU
dc.identifier.urihttp://hdl.handle.net/10072/39003
dc.description.abstractPhysical activity (PA) can influence heart rate(HR). But the relationship between HR and PA is hard to describe. In our previous works, HR prediction models based on PA were designed. However, the prediction time length and accuracy are usually hard to compromise. In this study, a new HR prediction method is proposed. The predicted HR is used as the input in the next prediction step. Only HR at the initial time step and PA signals are needed in a long prediction time length. Evolutionary neural network is used as the mathematic basic of the predictor to ensure the prediction accuracy. The results show the predicted HR can trace the actual HR well.en_US
dc.description.peerreviewedYesen_US
dc.description.publicationstatusYesen_AU
dc.format.extent164933 bytes
dc.format.mimetypeapplication/pdf
dc.languageEnglishen_US
dc.language.isoen_AU
dc.publisherIEEEen_US
dc.publisher.placeUnited Statesen_US
dc.relation.ispartofstudentpublicationNen_AU
dc.relation.ispartofconferencename2010 Fourth International Conference on Genetic and Evolutionary Computing (ICGEC 2010)en_US
dc.relation.ispartofconferencetitleProceedings Fourth International Conference on Genetic and Evolutionary Computingen_US
dc.relation.ispartofdatefrom2010-12-13en_US
dc.relation.ispartofdateto2010-12-15en_US
dc.relation.ispartoflocationShenzhen, Chinaen_US
dc.rights.retentionYen_AU
dc.subject.fieldofresearchNeural, Evolutionary and Fuzzy Computationen_US
dc.subject.fieldofresearchcode080108en_US
dc.titleHeart Rate Prediction Model based on Physical Activities using Evolutionary Neural Networken_US
dc.typeConference outputen_US
dc.type.descriptionE1 - Conference Publications (HERDC)en_US
dc.type.codeE - Conference Publicationsen_US
gro.rights.copyrightCopyright 2010 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.en_AU
gro.date.issued2010
gro.hasfulltextFull Text


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