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| Presentation | 2018-03-01 10:30 A Motif Extraction Method Using Monte-Carlo Tree Search and its Experimental Evaluation Yusuke Yuasa, Shinobu Nagayama, Masato Inagi, Shin'ichi Wakabayashi (Hiroshima City Univ.)  VLD2017-108 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Discovering a similar substring from multiple strings is called motif extraction. It is used in various fields including DNA analysis. In this paper, we propose a motif extraction method using Monte-Carlo tree search. Although Monte-Carlo tree search is a search method that has attracted much attention in games including Go, its effectiveness has been also known well in optimization problems. We evaluate the proposed method from the view point of accuracy of solutions by comparing with the existing Gibbs sampling method. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Motif Extraction problem / Monte-Carlo tree search / gibbs sampling / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 117, no. 455, VLD2017-108, pp. 115-120, Feb. 2018. | |
| Paper # | VLD2017-108 | |
| Date of Issue | 2018-02-21 (VLD) | |
| 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 | VLD2017-108 |
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| Conference Information | |
| Committee | VLD HWS |
| Conference Date | 2018-02-28 - 2018-03-02 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Seinen Kaikan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | VLD |
| Conference Code | 2018-02-VLD |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Motif Extraction Method Using Monte-Carlo Tree Search and its Experimental Evaluation |
| Sub Title (in English) | |
| Keyword(1) | Motif Extraction problem |
| Keyword(2) | Monte-Carlo tree search |
| Keyword(3) | gibbs sampling |
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| 1st Author's Name | Yusuke Yuasa |
| 1st Author's Affiliation | Hiroshima City University (Hiroshima City Univ.) |
| 2nd Author's Name | Shinobu Nagayama |
| 2nd Author's Affiliation | Hiroshima City University (Hiroshima City Univ.) |
| 3rd Author's Name | Masato Inagi |
| 3rd Author's Affiliation | Hiroshima City University (Hiroshima City Univ.) |
| 4th Author's Name | Shin'ichi Wakabayashi |
| 4th Author's Affiliation | Hiroshima City University (Hiroshima City Univ.) |
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| Speaker | Author-1 |
| Date Time | 2018-03-01 10:30:00 |
| Presentation Time | 25 minutes |
| Registration for | VLD |
| Paper # | VLD2017-108 |
| Volume (vol) | vol.117 |
| Number (no) | no.455 |
| Page | pp.115-120 |
| #Pages | 6 |
| Date of Issue | 2018-02-21 (VLD) |
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