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J-GLOBAL ID：201601006249106080   Update date: Oct. 28, 2024

Tanaka Daisuke

タナカ ダイスケ | Tanaka Daisuke
Affiliation and department：
National Institute of Technology, Niihama College

About National Institute of Technology, Niihama College


Job title： Associate Professor
Research field  (3)： Intelligent robotics ,  Perceptual information processing ,  Control and systems engineering
Research keywords  (6)： Intelligent Robotics ,  Manifold Learning ,  Dimensionality Reduction ,  Signal Processing ,  System Identification ,  Machine Learning
Research theme for competitive and other funds  (6)：
  • 2023 - 2026 「制御のコツ」に基づくAI制御システムデザイン:次世代モデルベースト制御論の構築
  • 2022 - 2024 Transformerアーキテクチャに基づくマルチモーダル物体認識技術の開発
  • 2019 - 2022 マルチモーダルセンサ情報の相補性を活用可能なデータドリブン特徴抽出法の開発
  • 2019 - 2020 誰でも使えるAI技術 -材料開発・評価分野で技術者に利用してもらえるように-
  • 2017 - 2019 スパース近似モデルを用いたマルチモーダルセンサ情報に基づく実時間環境認識法の開発
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Papers (15)：
  • Tomoaki Kashiwao, Kota Kawakami, Takeshi Ikoma, Kazuhiko Takagi, Daisuke Tanaka, Kenji Ikeda. Real-Time Crossing-Gate Rod Breakage Detection Based on Sequential-Datasets Classification for the Railway Telemeter System. IEEJ Transactions on Electrical and Electronic Engineering. 2023. 18. 7. 1211-1213
  • Kazuki Hayashi, Daisuke Tanaka. Effectiveness of Feature Extraction System for Multimodal Sensor Information Based on VRAE and Its Application to Object Recognition. IEICE Transactions on Information & Systems. 2023. 106. 5. 833-835
  • Tomoaki Kashiwao, Hiroya Tanoue, Noriyuki Shiraishi, Yuki Misaki, Takashi Ando, Daisuke Tanaka, Kenji Ikeda. A One-Class SVM-Based Approach for Crossing-Gate Rod Breakage Detection in a Railway Telemeter System. IEEJ Transactions on Electrical and Electronic Engineering. 2023
  • Ryunosuke Tokuhisa, Tomohisa Manabe, Shinya Matsutomo, Daisuke Tanaka. Robots' Motion Acquisition in Virtual Reality by Direct Teaching. 2023. 59. 6-12
  • Tomoaki Kashiwao, Hiroya Tanoue, Noriyuki Shiraishi, Yuki Misaki, Takashi Ando, Kenji Ikeda, Daisuke Tanaka. Crossing-Gate Rod Breakage Detection in a Railway Telemeter System Using Machine Learning. IEEJ Transactions on Electrical and Electronic Engineering. 2022. 18. 1
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MISC (2)：
Lectures and oral presentations  (72)：
  • Long Short Term Memory Autoencoder(LSTMAE)を用いた豚呼吸器病の早期異常検知
    (日本音響学会第152回(2024年秋季)研究発表会 2024)
  • A study on anomalous sound detection in factories for early failure detection using wavelet transform
    (2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) 2024)
  • TiZrHfAlx Bio MEAにおける微細組織とその力学特性
    (日本金属学会2024年春期講演大会 2024)
  • 航空機ジェットエンジン用Ti-48Al-2Cr-2Nb合金における微細組織観察
    (日本金属学会2024年春期講演大会 2024)
  • FPGA-Based Deep-Pipelined Architecture for Vision Transformer's Multi-Head Attention
    (The 25th Workshop on Synthesis And System Integration of Mixed Information Technologies (SASIMI 2024) 2024)
ｍore...
Education (4)：
  • 2013 - 2016 Nara Institute of Science and Technology Graduate School of Information Science
  • 2011 - 2013 Nara Institute of Science and Technology Graduate School of Information Science
  • 2009 - 2011 Niihama National College of Technology Advanced Engineering Course Advanced Electronic Engineering Course
  • 2004 - 2009 Niihama National College of Technology Department of Electronic Control Engineering
Professional career (1)：
  • Dr. Eng (Nara Institute of Science and Technology)
Work history (5)：
  • 2020/04 - 現在 National Institute of Technology, Niihama College Department of Mechanical Engineering Associate Professor
  • 2024/06 - 2025/03 Tohoku University Graduate School of Information Sciences
  • 2016/04 - 2020/03 National Institute of Technology, Niihama College Department of Electronics and Control Engineering Assistant Professor
  • 2015/04 - 2016/03 日本学術振興会 特別研究員
  • 2014/10 - University of Technology, Sydney Centre for Autonomous Systems, Faculty of Engineering and Information Technology Visiting Scholar
Awards (8)：
  • 2021/11 - 新居浜工業高等専門学校 最優秀教員
  • 2021/01 - 新居浜工業高等専門学校 優秀教員
  • 2018/01 - 新居浜工業高等専門学校 優秀教員
  • 2015/09 - RSJ/KROS Distinguished Interdisciplinary Research Award
  • 2014/09 - IEEE Robotics and Automation Society Japan Chapter Young Award
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Association Membership(s) (5)：
IEEE ,  THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS ,  THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS ,  THE ROBOTICS SOCIETY OF JAPAN ,  THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS
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