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Paper Abstract and Keywords
Presentation 2010-08-03 13:20
Automation of Prediction of Chaos Time-Series Data by using 3x3 Lattice-Shaped System of Coupled Oscillators by Inductors
Tatsuya Sasaki, Takeo Imoto, Masayuki Yamauchi (Hiroshima Inst. of Tech.), Yoshifumi Nishio (Tokushima Univ) CAS2010-59 NLP2010-75
Abstract (in Japanese) (See Japanese page) 
(in English) \begin{eabstract}
We can say that it is very important to predict the time-series data.
Recently, various researches for prediction of time-series data are carried out, and various techniques are proposed.
There are many researches using statistical techniques for the prediction,
and many researches of mathematically synthesising approximate function by using passed time-series data.

In our previous study, we predicted time-series data by using
lattice-shaped system of van der Pol oscillators coupled by inductor.
We basically predicted the time-series data by hand power.
Therefore, automatic prediction method were needed.
It is desired that best solution was searched from all combination of parameters.
However, the number of parameters is large, and long calculation time is needed.

In this study, combination method of manual adjustment and automatic adjustment is proposed.
Many conditions for automatic adjustment are investigated and proposed.
Keyword (in Japanese) (See Japanese page) 
(in English) future prediction / time-series data / van der Pol oscillator / / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 166, NLP2010-75, pp. 141-146, Aug. 2010.
Paper # NLP2010-75 
Date of Issue 2010-07-26 (CAS, NLP) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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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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Conference Information
Committee NLP CAS  
Conference Date 2010-08-02 - 2010-08-03 
Place (in Japanese) (See Japanese page) 
Place (in English) Naruto University of Education 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NLP 
Conference Code 2010-08-NLP-CAS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Automation of Prediction of Chaos Time-Series Data by using 3x3 Lattice-Shaped System of Coupled Oscillators by Inductors 
Sub Title (in English)  
Keyword(1) future prediction  
Keyword(2) time-series data  
Keyword(3) van der Pol oscillator  
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1st Author's Name Tatsuya Sasaki  
1st Author's Affiliation Hiroshima Institute of Technology (Hiroshima Inst. of Tech.)
2nd Author's Name Takeo Imoto  
2nd Author's Affiliation Hiroshima Institute of Technology (Hiroshima Inst. of Tech.)
3rd Author's Name Masayuki Yamauchi  
3rd Author's Affiliation Hiroshima Institute of Technology (Hiroshima Inst. of Tech.)
4th Author's Name Yoshifumi Nishio  
4th Author's Affiliation The University of Tokushima (Tokushima Univ)
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Speaker Author-1 
Date Time 2010-08-03 13:20:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # CAS2010-59, NLP2010-75 
Volume (vol) vol.110 
Number (no) no.165(CAS), no.166(NLP) 
Page pp.141-146 
#Pages
Date of Issue 2010-07-26 (CAS, NLP) 


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