| Paper Abstract and Keywords |
| Presentation |
2009-09-25 14:00
An Advanced Method of Labeling the Ordinary/Unordinary State with the Time-variable Features of Heart Rates Takuya Murayama, Hirohisa Tezuka, Shinyo Muto, Masanobu Abe (NTT) LOIS2009-34 IE2009-75 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
we proposed ordinary/unordinary state’s label to increase the kind of life log services and to improve the quality
of the life log services. We have tried to classify heart rates data to ordinary/unordinary class before. In this paper, we show the results of experiments which we add new characters such as an average of heart rates in a certain window, and time-oriented characters to classify heart rates data with higher accuracy. And we show we classified subjects to two groups. The subjects in one groups, can be esitimated their ordinary/unordinary state from their heart rates. However, we studied the other group’s subjects can not be estimated their ordinary/unordinary state from their heart rates. And we observed the case the labeling
accuracy getting better with new characters in the case of subjects who can not be estimated their ordinary/unordinary state from their heart rates. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Life log / Heart rate / Ordinary/Unordinary / Clustering / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 109, no. 205, LOIS2009-34, pp. 91-96, Sept. 2009. |
| Paper # |
LOIS2009-34 |
| Date of Issue |
2009-09-17 (LOIS, IE) |
| ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Download PDF |
LOIS2009-34 IE2009-75 |
| Conference Information |
| Committee |
LOIS IE ITE-ME IEE-CMN |
| Conference Date |
2009-09-24 - 2009-09-25 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hiroshima Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Practical Use of Lifelog, Office Information System, Multimedia System, Multimedia Communication, IP Broadcast / Audio-Visual Transfer |
| Paper Information |
| Registration To |
LOIS |
| Conference Code |
2009-09-LOIS-IE-ME-CMN |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
An Advanced Method of Labeling the Ordinary/Unordinary State with the Time-variable Features of Heart Rates |
| Sub Title (in English) |
|
| Keyword(1) |
Life log |
| Keyword(2) |
Heart rate |
| Keyword(3) |
Ordinary/Unordinary |
| Keyword(4) |
Clustering |
| Keyword(5) |
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| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Takuya Murayama |
| 1st Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
| 2nd Author's Name |
Hirohisa Tezuka |
| 2nd Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
| 3rd Author's Name |
Shinyo Muto |
| 3rd Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
| 4th Author's Name |
Masanobu Abe |
| 4th Author's Affiliation |
Nippon Telegraph and Telephone Corporation (NTT) |
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| Speaker |
Author-1 |
| Date Time |
2009-09-25 14:00:00 |
| Presentation Time |
30 minutes |
| Registration for |
LOIS |
| Paper # |
LOIS2009-34, IE2009-75 |
| Volume (vol) |
vol.109 |
| Number (no) |
no.205(LOIS), no.206(IE) |
| Page |
pp.91-96 |
| #Pages |
6 |
| Date of Issue |
2009-09-17 (LOIS, IE) |