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Paper Abstract and Keywords
Presentation 2013-03-15 10:15
Prediction of growth of complex networks
Suguru Yaginuma, Kaori Kuroda (Saitama Univ.), Yutaka Shimada (Aihara Innovative Mathematical Modelling Project), Kantaro Fujiwara, Tohru Ikeguchi (Saitama Univ.) NLP2012-163
Abstract (in Japanese) (See Japanese page) 
(in English) In this report, we propose a method to predict growth of a complex network. In our method, first, we transformed a complex network into a time series. Next, we predicted the time series by using a method of nonlinear time series prediction. Then, we reconstructed a complex network from the predicted time series. Finally, we evaluated growth of the predicted networks by comparing them with the real networks. Through numerical simulations, we show that we can predict growth of complex networks with high accuracy using the proposed method.
Keyword (in Japanese) (See Japanese page) 
(in English) complex networks / growing networks / nonlinear prediction / / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 487, NLP2012-163, pp. 97-102, March 2013.
Paper # NLP2012-163 
Date of Issue 2013-03-07 (NLP) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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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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Conference Information
Committee NLP  
Conference Date 2013-03-14 - 2013-03-15 
Place (in Japanese) (See Japanese page) 
Place (in English) Nishi-Chiba campus, Chiba Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NLP 
Conference Code 2013-03-NLP 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Prediction of growth of complex networks 
Sub Title (in English)  
Keyword(1) complex networks  
Keyword(2) growing networks  
Keyword(3) nonlinear prediction  
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1st Author's Name Suguru Yaginuma  
1st Author's Affiliation Saitama University (Saitama Univ.)
2nd Author's Name Kaori Kuroda  
2nd Author's Affiliation Saitama University (Saitama Univ.)
3rd Author's Name Yutaka Shimada  
3rd Author's Affiliation Aihara Innovative Mathematical Modelling Project (Aihara Innovative Mathematical Modelling Project)
4th Author's Name Kantaro Fujiwara  
4th Author's Affiliation Saitama University (Saitama Univ.)
5th Author's Name Tohru Ikeguchi  
5th Author's Affiliation Saitama University (Saitama Univ.)
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Speaker Author-1 
Date Time 2013-03-15 10:15:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # NLP2012-163 
Volume (vol) vol.112 
Number (no) no.487 
Page pp.97-102 
#Pages
Date of Issue 2013-03-07 (NLP) 


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