Personnel Information

写真a

IMAI Takashi


Title

Instructor

Field

Field of Data Science

Research Interests 【 display / non-display

  • Nonlinear Dynamics

Graduating School 【 display / non-display

  • Kyoto University, Faculty of Engineering

    University, 2009.03, Graduated

Graduate School 【 display / non-display

  • Kyoto University, Graduate School, Division of Information and Communication

    Doctor's Course, 2017.03, Completed

  • Kyoto University, Graduate School, Division of Information and Communication

    Master's Course, 2011.03, Completed

Campus Career 【 display / non-display

  • Shiga University Faculty of Data science Department of Data science,Instructor, 2024.04 - Now

  • Shiga University Data Science and AI Innovation Research Promotion Center,Assistant professor, 2022.04 - 2024.03

  • Shiga University Center for Education and Research of Data Science,Assistant professor, 2019.09 - 2022.03

Research Areas 【 display / non-display

  • Informatics / Soft computing

 

Papers 【 display / non-display

  • Deep Neural Network-Based Estimation of Analytic Signals for Neural Oscillations, IPSJ SIG Technical Report, vol.2024-HCI-207 (44) (p.1 - 6) , 2024.03

    Research paper (conference, symposium, etc.), Multiple Authorship

  • Graph deep learning for estimating the state of neural oscillations, IPSJ SIG Technical Report, vol.2023-HCI-202 (46) (p.1 - 7) , 2023.03

    Research paper (conference, symposium, etc.), Multiple Authorship

  • Application of Model-Based Time point Clustering to Electricity Demand Forecasting, IPSJ SIG Technical Report, vol.2022-MPS-137 (9) (p.1 - 6) , 2021.02

    Research paper (conference, symposium, etc.), Multiple Authorship

  • Application of Model-Based Time Series Clustering to Electricity Demand Forecasting, IPSJ SIG Technical Report, vol.2021-MPS-132 (18) (p.1 - 6) , 2021.02

    Research paper (conference, symposium, etc.), Multiple Authorship

  • Synchronization phenomenon exhibited in the coupled populations of oscillators with significantly different mean frequencies, Technical Report of the Proceeding of the Institute of Electronics, Information and Communication Engineers, vol.118 (75) (p.51 - 56) , 2018.06

    Research paper (conference, symposium, etc.), Multiple Authorship

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Research Grants & Projects 【 display / non-display

  • ,Joint researchJoint research,2024.04 - 2025.03

  • ,Joint researchJoint research,2023.05 - 2024.03

  • ,Joint researchJoint research,2023.04 - 2024.03

  • ,Joint researchJoint research,Collaboration in Japan,2022.06 - 2023.03

  • ,Joint researchJoint research,Collaboration in Japan,2022.04 - 2023.03

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Preferred joint research theme 【 display / non-display

  • 【キーワード】非線形力学系/非線形振動/位相縮約

 

Charge of on-campus class subject 【 display / non-display

  • 課題研究4,2024.10 - 2025.03

  • 課題研究2,2024.10 - 2025.03

  • データサイエンス応用演習,2024.10 - 2025.03

  • 教師なし学習,2024.04 - 2024.09

  • 教師あり学習,2024.04 - 2024.09

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