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 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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NLP2012-163 |
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) |
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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 |
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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 |
6 |
Date of Issue |
2013-03-07 (NLP) |
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