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J-GLOBAL ID：201801015736237836   Update date: May. 23, 2024

Nakada Hidemoto

ナカダ ヒデモト | Nakada Hidemoto
Affiliation and department：
Juntendo University Department of Health Data Science

About Juntendo University Department of Health Data Science


Research field  (1)： Computer systems
Research keywords  (3)： Machine Learning ,  Distributed Computing ,  Parallel Processing
Research theme for competitive and other funds  (8)：
  • 2022 - 2025 再帰的強化学習を用いた言語理解・発話計画機構の開発
  • 2019 - 2022 A Study on Adaptive Distributed Real-time Machine Learning Infrastructure
  • 2019 - 2022 Parallel-Distributed Machine Learning Environment for Reinforcement Learning
  • 2018 - 2021 Development of a deep learning implementation scheme using belief propagation
  • 2016 - 2019 Large-scale machine learning system
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Papers (128)：
  • Reina Sasaki, Atsuko Takefusa, Hidemoto Nakada, Masato Oguchi. Development and Evaluation of IoT System Consisting of ROS-based Robot, Edge and Cloud. 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC). 2023. 1737-1744
  • Kundjanasith Thonglek, Keichi Takahashi, Kohei Ichikawa, Chawanat Nakasan, Hidemoto Nakada, Ryousei Takano, Pattara Leelaprute, Hajimu Iida. Automated Quantization and Retraining for Neural Network Models Without Labeled Data. IEEE Access. 2022. 10. 73818-73834
  • Paulino Cristovao, Hidemoto Nakada, Yusuke Tanimura, Hideki Asoh. Few Shot Model based on Weight Imprinting with Multiple Projection Head. IMCOM. 2022. 1-7
  • Kundjanasith Thonglek, Keichi Takahashi, Kohei Ichikawa, Chawanat Nakasan, Hidemoto Nakada, Ryousei Takano, Hajimu Iida. Retraining Quantized Neural Network Models with Unlabeled Data. 2020 International Joint Conference on Neural Networks (IJCNN). 2020
  • Paulino Cristovao, Hidemoto Nakada, Yusuke Tanimura, Hideki Asoh. Generating In-Between Images Through Learned Latent Space Representation Using Variational Autoencoders. IEEE Access. 2020. 8. 149456-149467
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MISC (305)：
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Books (16)：
  • Pythonではじめる教師なし学習 : 機械学習の可能性を広げるラベルなしデータの利用
    オライリー・ジャパン,オーム社 (発売) 2020 ISBN:9784873119106
  • Juliaプログラミングクックブック : 言語仕様からデータ分析、機械学習、数値計算まで
    オライリー・ジャパン,オーム社 (発売) 2019 ISBN:9784873118895
  • Python機械学習クックブック
    オライリー・ジャパン,オーム社 (発売) 2018 ISBN:9784873118673
  • プログラミングRust
    オライリー・ジャパン,オーム社(発売) 2018 ISBN:9784873118550
  • Pythonではじめる機械学習 -scikit-learnで学ぶ特徴量エンジニアリングと機械学習の基礎
    オライリージャパン 2017 ISBN:4873117984
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Education (1)：
  • 1990 - 1995 The University of Tokyo The Graduate School of Engineering Information Engineering
Work history (1)：
  • 2024/05 - 現在 Juntendo University Department of Health Data Science
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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