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| Presentation | 2013-07-20 09:55 Individual visualization of lifestyle pattern by SOM2 with class estimation Hideaki Ishibashi, Toru Iwasaki, Keiichi Horio (Kyushu Inst. of Tech.), Hideyuki Namba (Wayo Women's Univ), Tetsuo Furukawa (Kyushu Inst. of Tech.)  NC2013-20 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | To decrease the risk of lifestyle-related deseases, it is important to recognize the life pattern such as exercise and sleep, and to improve it by oneself. For the purpose, life pattern visualization of each person is expected to be effective way to feedback. The aim of this work is to develop an SOM-based algorithm visualizaing the individual life pattern condition. With focused on the relation between the controllable factors an the constraint factors, we developed a higher-rank of SOM with class estimation. Furthermore we introduced a metrics learning to the SOM, so that the metrices of both factors become closer. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Self-Organizing Map / SOM / SOM2 with class estimation / metrics learning / lifestyle pattern analysis / behavior modification / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 148, NC2013-20, pp. 29-34, July 2013. | |
| Paper # | NC2013-20 | |
| Date of Issue | 2013-07-12 (NC) | |
| 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 | NC2013-20 |
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| Conference Information | |
| Committee | NC MBE |
| Conference Date | 2013-07-19 - 2013-07-20 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | The University of Tokushima |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ME, general |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2013-07-NC-MBE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Individual visualization of lifestyle pattern by SOM2 with class estimation |
| Sub Title (in English) | * |
| Keyword(1) | Self-Organizing Map |
| Keyword(2) | SOM |
| Keyword(3) | SOM2 with class estimation |
| Keyword(4) | metrics learning |
| Keyword(5) | lifestyle pattern analysis |
| Keyword(6) | behavior modification |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Hideaki Ishibashi |
| 1st Author's Affiliation | Kyushu Institute of Technology (Kyushu Inst. of Tech.) |
| 2nd Author's Name | Toru Iwasaki |
| 2nd Author's Affiliation | Kyushu Institute of Technology (Kyushu Inst. of Tech.) |
| 3rd Author's Name | Keiichi Horio |
| 3rd Author's Affiliation | Kyushu Institute of Technology (Kyushu Inst. of Tech.) |
| 4th Author's Name | Hideyuki Namba |
| 4th Author's Affiliation | Wayo Women's University (Wayo Women's Univ) |
| 5th Author's Name | Tetsuo Furukawa |
| 5th Author's Affiliation | Kyushu Institute of Technology (Kyushu Inst. of Tech.) |
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| Speaker | Author-1 |
| Date Time | 2013-07-20 09:55:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2013-20 |
| Volume (vol) | vol.113 |
| Number (no) | no.148 |
| Page | pp.29-34 |
| #Pages | 6 |
| Date of Issue | 2013-07-12 (NC) |
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