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| 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 |
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| 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 |
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| 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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