Paper Abstract and Keywords |
Presentation |
2016-09-14 13:25
Constructing networks from multivariate nonlinear time series Tomomichi Nakamura (Univ. of Hyogo), Toshihiro Tanizawa (KNCT), Michael Small (UWA) NLP2016-48 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We describe a method for constructing networks from multivariate nonlinear time series. To verify the connection between two signals, we apply a previously proposed and well-established small-shuffle surrogate (SSS) method, which can investigate correlation structures irrespective of whether the structures are linear or nonlinear. The network, which is constructed based on surrogate, indicates the intrinsic (essential) connectivity of the elements included in the system or the underlying (assumed) system. The method is demonstrated for numerical data sets generated by a known system and applied to experimental time series. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Time series analysis / Surrogate method / Complex network / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 116, no. 215, NLP2016-48, pp. 21-26, Sept. 2016. |
Paper # |
NLP2016-48 |
Date of Issue |
2016-09-07 (NLP) |
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) |
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NLP2016-48 |
Conference Information |
Committee |
NLP |
Conference Date |
2016-09-14 - 2016-09-15 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Konan Univ. |
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(See Japanese page) |
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Paper Information |
Registration To |
NLP |
Conference Code |
2016-09-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Constructing networks from multivariate nonlinear time series |
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Time series analysis |
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Surrogate method |
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Complex network |
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1st Author's Name |
Tomomichi Nakamura |
1st Author's Affiliation |
University of Hyogo (Univ. of Hyogo) |
2nd Author's Name |
Toshihiro Tanizawa |
2nd Author's Affiliation |
Kochi National College of Technology (KNCT) |
3rd Author's Name |
Michael Small |
3rd Author's Affiliation |
The University of Western Australia (UWA) |
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Speaker |
Author-1 |
Date Time |
2016-09-14 13:25:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2016-48 |
Volume (vol) |
vol.116 |
Number (no) |
no.215 |
Page |
pp.21-26 |
#Pages |
6 |
Date of Issue |
2016-09-07 (NLP) |
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