dc.contributor.convenor | Jeng-Shyang Pan | |
dc.contributor.author | Xiao, Feng | |
dc.contributor.author | Chen, Yi-min | |
dc.contributor.author | Yuchi, Ming | |
dc.contributor.author | Ding, Ming-yue | |
dc.contributor.author | Jo, Jun Hyung | |
dc.contributor.editor | Bob Werner | |
dc.date.accessioned | 2017-05-03T13:50:53Z | |
dc.date.available | 2017-05-03T13:50:53Z | |
dc.date.issued | 2010 | |
dc.date.modified | 2011-06-02T05:07:36Z | |
dc.identifier.refuri | http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=5714291 | |
dc.identifier.doi | 10.1109/ICGEC.2010.56 | |
dc.identifier.uri | http://hdl.handle.net/10072/39003 | |
dc.description.abstract | Physical 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. | |
dc.description.peerreviewed | Yes | |
dc.description.publicationstatus | Yes | |
dc.format.extent | 164933 bytes | |
dc.format.mimetype | application/pdf | |
dc.language | English | |
dc.language.iso | eng | |
dc.publisher | IEEE | |
dc.publisher.place | United States | |
dc.relation.ispartofstudentpublication | N | |
dc.relation.ispartofconferencename | 2010 Fourth International Conference on Genetic and Evolutionary Computing (ICGEC 2010) | |
dc.relation.ispartofconferencetitle | Proceedings Fourth International Conference on Genetic and Evolutionary Computing | |
dc.relation.ispartofdatefrom | 2010-12-13 | |
dc.relation.ispartofdateto | 2010-12-15 | |
dc.relation.ispartoflocation | Shenzhen, China | |
dc.rights.retention | Y | |
dc.subject.fieldofresearch | Neural, Evolutionary and Fuzzy Computation | |
dc.subject.fieldofresearchcode | 080108 | |
dc.title | Heart Rate Prediction Model based on Physical Activities using Evolutionary Neural Network | |
dc.type | Conference output | |
dc.type.description | E1 - Conferences | |
dc.type.code | E - Conference Publications | |
gro.rights.copyright | © 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. | |
gro.date.issued | 2010 | |
gro.hasfulltext | Full Text | |
gro.griffith.author | Jo, Jun | |