| Presentation | 2020-01-24 Visualization tool for basketball team performance by multi-level SOM Kanta Senoura, Hideaki Ishibashi, Tetsuo Furukawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Team analysis / Multi-Level SOM / Performance visualization |
| Paper # | NC2019-64 |
| Date of Issue | 2020-01-16 (NC) |
| Conference Information | |
| Committee | NLP / NC |
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| Conference Date | 2020/1/23(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Miyakojima Marine Terminal |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Hiroaki Kurokawa(Tokyo Univ. of Tech.) / Hayaru Shouno(UEC) |
| Vice Chair | Kiyohisa Natsume(Kyushu Inst. of Tech.) / Kazuyuki Samejima(Tamagawa Univ) |
| Secretary | Kiyohisa Natsume(Nippon Inst. of Tech.) / Kazuyuki Samejima(Kyushu Inst. of Tech.) |
| Assistant | Yutaka Shimada(Saitama Univ.) / Toshikaza Samura(Yamaguchi Univ.) / Takashi Shinozaki(NICT) / Ken Takiyama(TUAT) |
| Paper Information | |
| Registration To | Technical Committee on Nonlinear Problems / Technical Committee on Neurocomputing |
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| Language | JPN |
| 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 |
| 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) |
| Date | 2020-01-24 |
| Paper # | NC2019-64 |
| Volume (vol) | vol.119 |
| Number (no) | NC-382 |
| Page | pp.pp.27-31(NC), |
| #Pages | 5 |
| Date of Issue | 2020-01-16 (NC) |