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J-GLOBAL ID：201601021237753160   Update date: Feb. 25, 2024

Fujii Keisuke

フジイ ケイスケ | Fujii Keisuke
Affiliation and department：
Nagoya University Graduate School of Informatics Department of Intelligent Systems 1

About Nagoya University Graduate School of Informatics Department of Intelligent Systems 1


Job title： Associate professor
Homepage URL  (2)： https://sites.google.com/view/keisuke198619jp/ ,  https://sites.google.com/view/keisuke1986en/
Research field  (2)： Intelligent informatics ,  Sports science
Research keywords  (3)： Sports Science ,  Collective motion ,  Machine learning
Research theme for competitive and other funds  (16)：
  • 2023 - 2026 Development of explainable tactical evaluation technology that can be simulated from video in group behaviors
  • 2021 - 2026 Hierarchical Bio-Navigation Integrating Cyber-Physical Space
  • 2021 - 2026 Technologies for rule/learning-based analysis and intervention policy in hierarchical bio-navigation
  • 2021 - 2024 Cross-disciplinary research on the prediction and control of real-world interactions based on evidence and causality
  • 2020 - 2024 生物集団移動の専門家が利用可能な説明・意思決定のための基盤技術
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Papers (101)：
  • Tomohiro Suzuki, Kazuya Takeda, Keisuke Fujii. Automatic detection of faults in race walking from a smartphone camera: a comparison of an Olympic medalist and university athletes. International Journal of Computer Science in Sport. 2024
  • Keisuke Fujii, Naoya Takeishi, Yoshinobu Kawahara, Kazuya Takeda. Decentralized policy learning with partial observation and mechanical constraints for multiperson modeling. Neural Networks. 2024. 171. 40-52
  • Keisuke Fujii, Koh Takeuchi, Atsushi Kuribayashi, Naoya Takeishi, Yoshinobu Kawahara, Kazuya Takeda. Estimating counterfactual treatment outcomes over time in complex multi-agent scenarios. IEEE Transactions on Neural Networks and Learning Systems. 2024
  • Keisuke Fujii, Kazushi Tsutsui, Atom Sco, Hiroshi Nakahara, Naoya Takeishi, Yoshinobu Kawahara. Adaptive action supervision in reinforcement learning from real-world multi-agent demonstrations. International Conference on Agents and Artificial Intelligence (ICAART 2024). 2024. 2. 27-39
  • Kota Yamamoto, Yumiko Hasegawa, Tomohiro Suzuki, Hiroo Suzuki, Hiroko Tanabe, Keisuke Fujii. Extracting proficiency differences and individual characteristics in golfers' swing using single-video markerless motion analysis. Frontiers in Sports and Active Living. 2023. 5
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MISC (7)：
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Books (13)：
  • 実世界集団移動における機械学習を用いたデータ解析 自動車技術
    自動車技術会 2024
  • 統計 特集 スポーツデータサイエンス
    日本統計協会 2023
  • 実世界集団運動のデータ駆動科学, Society 5.0を支える未来のリーダー FACE the future, 計測と制御
    2021
  • 集団スポーツに関するデータ駆動的解析手法, 特集=実用応用技術のシステム開発と応用, ケミカルエンジニヤリング
    化学工業社 2020
  • これからの集団運動科学の展望, 連載 集団運動を科学する- 6, 体育の科学
    杏林書院 2020
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Lectures and oral presentations  (82)：
  • Machine learning-based analysis with multi-agent trajectories
    (International Symposium of Hierarchical Bio-Navigation 2024\ 2024)
  • 生体集団運動における機械学習を用いたインタラクションの計測と理解
    (ヒューマンコミュニケーション基礎研究会(HCS 2024) 2024)
  • 集団スポーツの動きを機械学習で評価する
    (神戸大学シンポジウム:運動・スポーツスキルの先端研究 2024)
  • 言語モデリングによる行動選択・状態推移確率の推定に基づく選手定量評価指標
    (2023年度スポーツデータサイエンスコンペティション サッカー部門 2024)
  • イベント時空間予測と数理モデルに基づくサッカーの包括的スペース評価指標
    (2023年度スポーツデータサイエンスコンペティション サッカー部門 2024)
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Professional career (1)：
  • Ph.D. (Kyoto University)
Work history (9)：
  • 2021/05 - 現在 Nagoya University Graduate School of Informatics Associate Professor
  • 2020/12 - 現在 Japan Science and Technology Agency PRESTO Researcher
  • 2019/05 - 現在 理化学研究所 Advanced Intelligence Project Visiting Scientist
  • 2019/04 - 2021/04 Nagoya University Graduate School of Informatics Assistant Professor
  • 2017/02 - 2019/04 理化学研究所 革新知能統合研究センター 研究員
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Committee career (10)：
  • 2021/08 - 2021/08 International Joint Conferences on Artificial Intelligence (IJCAI) Program Committee
  • 2020/06 - 2021/06 JSAI2020, 2021 Award committee
  • 2021/05 - 2021/05 International Conference on Learning Representations (ICLR) 2021 Program Committee
  • 2019/04 - 2021/03 The Japan Society for Basketball Studies Editorial committee
  • 2019/12 - 2020/12 Conference on Neural Information Processing Systems (NeurIPS) Program Committee
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Awards (28)：
  • 2024/01 - The 13th Sports Data Analysis Competition (Statistics in Sports: A section in Japan Statistical Society) Excellence Award (Soccer Division)
  • 2024/01 - The 13th Sports Data Analysis Competition (Statistics in Sports: A section in Japan Statistical Society) Excellence Award (Soccer Division)
  • 2023/11 - The Society of Instrument and Control Engineers (SICE) SSI Best Presentation Award
  • 2023/05 - The Japanese Society for Artificial Intelligence Annual Conference (JSAI'23) JSAI Annual Conference Award
  • 2023/05 - The First IEEE International Conference on Mobility: Operations, Services, and Technologies (MOST'23) Best Paper Award
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Association Membership(s) (5)：
JAPANESE SOCIETY OF BIOMECHANICS ,  日本バスケットボール学会 ,  THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS ,  JAPAN SOCIETY OF PHYSICAL EDUCATION, HEALTH AND SPORT SCIENCES ,  THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE
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