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| Presentation | 2020-10-22 09:30 Shared dataset framework toward applications of machine learning and mathematical optimization for 6G Kazuki Maruta (Tokyo Tech.), Yuta Ida (Yamaguchi Univ.), Yafei Hou (Okayama Univ.), Osamu Muta (Kyushu Univ.), Hiraku Okada (Nagoya Univ.), Toshihiko Nishimura (Hokkaido Univ.), Eiji Okamoto (Nagoya Inst. of Tech.), Yukitoshi Sanada (Keio Univ.), Hidekazu Murata (Kyoto Univ.), Satoshi Denno (Okayama Univ.)  RCS2020-92 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In the research of applying machine learning and mathematical optimization to problems in wireless communication systems, datasets for training are very important, and an effort to store and release datasets for long term storage has recently started in overseas conferences. On the other hand, if a dataset suitable for research purposes is not available, efforts to create a dataset with wide cooperation are required. This paper presents a conceptual framework for collaborative efforts to create datasets and research using those datasets. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Data set / Machine learning / Mathematical optimization / 6G / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 120, no. 204, RCS2020-92, pp. 1-6, Oct. 2020. | |
| Paper # | RCS2020-92 | |
| Date of Issue | 2020-10-15 (RCS) | |
| 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 | RCS2020-92 |
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| Conference Information | |
| Committee | RCS |
| Conference Date | 2020-10-22 - 2020-10-23 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Wireless Communication Schemes, Wireless Communication Systems, Wireless Standards, Future Wireless Systems, etc. |
| Paper Information | |
| Registration To | RCS |
| Conference Code | 2020-10-RCS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Shared dataset framework toward applications of machine learning and mathematical optimization for 6G |
| Sub Title (in English) | |
| Keyword(1) | Data set |
| Keyword(2) | Machine learning |
| Keyword(3) | Mathematical optimization |
| Keyword(4) | 6G |
| Keyword(5) | |
| Keyword(6) | |
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| Keyword(8) | |
| 1st Author's Name | Kazuki Maruta |
| 1st Author's Affiliation | Tokyo Institute of Technology (Tokyo Tech.) |
| 2nd Author's Name | Yuta Ida |
| 2nd Author's Affiliation | Ymaguchi University (Yamaguchi Univ.) |
| 3rd Author's Name | Yafei Hou |
| 3rd Author's Affiliation | Okayama University (Okayama Univ.) |
| 4th Author's Name | Osamu Muta |
| 4th Author's Affiliation | Kyushu University (Kyushu Univ.) |
| 5th Author's Name | Hiraku Okada |
| 5th Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 6th Author's Name | Toshihiko Nishimura |
| 6th Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
| 7th Author's Name | Eiji Okamoto |
| 7th Author's Affiliation | Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
| 8th Author's Name | Yukitoshi Sanada |
| 8th Author's Affiliation | Keio University (Keio Univ.) |
| 9th Author's Name | Hidekazu Murata |
| 9th Author's Affiliation | Kyoto University (Kyoto Univ.) |
| 10th Author's Name | Satoshi Denno |
| 10th Author's Affiliation | Okayama University (Okayama Univ.) |
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| Speaker | Author-1 |
| Date Time | 2020-10-22 09:30:00 |
| Presentation Time | 25 minutes |
| Registration for | RCS |
| Paper # | RCS2020-92 |
| Volume (vol) | vol.120 |
| Number (no) | no.204 |
| Page | pp.1-6 |
| #Pages | 6 |
| Date of Issue | 2020-10-15 (RCS) |
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