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Paper Abstract and Keywords
Presentation 2013-01-25 10:50
Estimation of network structures from marked point process using spike time metric
Kaori Kuroda, Kantaro Fujiwara, Tohru Ikeguchi (Saitama Univ.) NLP2012-129 NC2012-119
Abstract (in Japanese) (See Japanese page) 
(in English) In the real world, additional information with event sequences can be essential for several complex phenomena, for example, seismic events, transactions in stock markets and so on. Such sequences are often referred as a marked point process. It is important to understand network structures of systems to analyze, model or predict such marked point processes. In this report, we propose a method for estimating the network structures from marked point processes using spike time metric extended for marked point processes and applying partialization analysis to the spike time metric.
Keyword (in Japanese) (See Japanese page) 
(in English) marked point process / spike time metric / partialization analysis / multivariate time series / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 389, NLP2012-129, pp. 143-148, Jan. 2013.
Paper # NLP2012-129 
Date of Issue 2013-01-17 (NLP, 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 NLP2012-129 NC2012-119

Conference Information
Committee NC NLP  
Conference Date 2013-01-24 - 2013-01-25 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido University Centennial Memory Hall 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NLP 
Conference Code 2013-01-NC-NLP 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Estimation of network structures from marked point process using spike time metric 
Sub Title (in English)  
Keyword(1) marked point process  
Keyword(2) spike time metric  
Keyword(3) partialization analysis  
Keyword(4) multivariate time series  
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1st Author's Name Kaori Kuroda  
1st Author's Affiliation Saitama University (Saitama Univ.)
2nd Author's Name Kantaro Fujiwara  
2nd Author's Affiliation Saitama University (Saitama Univ.)
3rd Author's Name Tohru Ikeguchi  
3rd Author's Affiliation Saitama University (Saitama Univ.)
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Speaker Author-1 
Date Time 2013-01-25 10:50:00 
Presentation Time 20 minutes 
Registration for NLP 
Paper # NLP2012-129, NC2012-119 
Volume (vol) vol.112 
Number (no) no.389(NLP), no.390(NC) 
Page pp.143-148 
#Pages 6 
Date of Issue 2013-01-17 (NLP, NC) 

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