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| Paper Abstract and Keywords | ||
| Presentation | 2020-01-24 10:50 Visualization tool for basketball team performance by multi-level SOM Kanta Senoura, Hideaki Ishibashi, Tetsuo Furukawa (KIT)  NC2019-64 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The purpose of this work is to develop a method to visualize the relation between the team performance and the member composition. The proposed method employs Multi-Level Self-Organizing Map (SOM) to analyze both at the member level and at the team level, and then their relation is modeled by regression. The proposed method was applied to the game data of National Basketball Association. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Team analysis / Multi-Level SOM / Performance visualization / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 382, NC2019-64, pp. 27-31, Jan. 2020. | |
| Paper # | NC2019-64 | |
| Date of Issue | 2020-01-16 (NC) | |
| ISSN | 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 | NC2019-64 |
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| Conference Information | |
| Committee | NLP NC |
| Conference Date | 2020-01-23 - 2020-01-25 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Miyakojima Marine Terminal |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2020-01-NLP-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Visualization tool for basketball team performance by multi-level SOM |
| Sub Title (in English) | |
| Keyword(1) | Team analysis |
| Keyword(2) | Multi-Level SOM |
| Keyword(3) | Performance visualization |
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| 1st Author's Name | Kanta Senoura |
| 1st Author's Affiliation | Kyushu Institute of Technology (KIT) |
| 2nd Author's Name | Hideaki Ishibashi |
| 2nd Author's Affiliation | Kyushu Institute of Technology (KIT) |
| 3rd Author's Name | Tetsuo Furukawa |
| 3rd Author's Affiliation | Kyushu Institute of Technology (KIT) |
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| Speaker | Author-1 |
| Date Time | 2020-01-24 10:50:00 |
| Presentation Time | 20 minutes |
| Registration for | NC |
| Paper # | NC2019-64 |
| Volume (vol) | vol.119 |
| Number (no) | no.382 |
| Page | pp.27-31 |
| #Pages | 5 |
| Date of Issue | 2020-01-16 (NC) |
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