MIWAKEICHI Fumikazu

ミワケイチフミカズ | MIWAKEICHI Fumikazu

Affiliation and department：

Research field (1)： Statistical science

Research keywords (4)： Plasma Informatics , Bio-signal analysis , Bio-imaging data analysis , Spatio-temporal analysis

Research theme for competitive and other funds (15)：

2024 - 2028 Development of Detection Methods for Dynamics in Large-Scale Data by Integrating Nonlinear Time Series Analysis and Machine Learning
2021 - 2025 個別化医療の適応的臨床研究を支える統計・機械学習法に関する研究
2019 - 2024 Estimation and experimental verification of causal connectivity and network structure among brain regions and neurons
2022 - 2024 Statistical and mathematical modeling for plasma physics and complementary plasma data
2015 - 2019 Roles of neuron types and functions defining general framework for activation sequence of inspiratory neurons during inspiratory rhythmic bursts

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Papers (116)：

F. Miwakeichi, M. Sasaki. Causal analysis among azimuthal Fourier modes in linear plasma based on multivariate time series models. Physics of Plasmas. 2024. 31. 8
Senichiro Kikuchi, Nobutaka Tsutsui, Yusuke Nishizawa, Kenji Tsuchiya, Kaori Shimoda, Kazuki Hirao, Fumikazu Miwakeichi. Habituation of Brain Activity with Repetition in Color and Picture-Word Stroop Tests. Annals of Biomedical Engineering. 2024
菊地千一郎, 西沢祐亮, 土屋謙仕, 下田佳央莉, 平尾一樹, 櫻井敬子, 武井雄一, 福田正人, 三分一史和. 二重過程理論による鋭敏化の要素を加えた脳機能計測法は反復計測による馴化の抑制を可能にするか. The Kitakanto Medical Journal. 2023. 73. 3. 245-245
菊地千一郎, 西沢祐亮, 土屋謙仕, 下田佳央莉, 平尾一樹, 櫻井敬子, 武井雄一, 福田正人, 三分一史和. 二重過程理論による鋭敏化の要素を加えた脳機能計測法は反復計測による馴化の抑制を可能にするか. The Kitakanto Medical Journal. 2023. 73. 3. 245-245
Fumikazu Miwakeichi, Andreas Galka. Comparison of Bootstrap Methods for Estimating Causality in Linear Dynamic Systems: A Review. Entropy. 2023. 25. 7. 1070-1070

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Patents (1)：

Books (7)：

時系列データ解析における課題対応と解析例
情報機構 2024 ISBN:9784865022629
統計モデリング
2020
時系列分析ハンドブック
2016
Consideration of Measuring Human Physical and Psychological Load Based on Brain Activity
2015
Attempts to Quantitative Analyze for the Change of Human Brain Activity with Physical and Psychological Load
2014

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Lectures and oral presentations (94)：

時空間データの非線形因果解析
(日本生体医工学会専門別研究会生体信号計測・解釈研究会第70回研究会 2024)
Investigation of Nonlinear Causal Analysis Among Frequency Modes in a Linear Plasma
(2024)
核融合研究の動向と統計的アプローチの必要性
(2024年度統計関連学会連合大会 2024)
直線プラズマの空間周波数モード間の因果ネットワーク推定と非線形モデリング
(第15回核融合エネルギー連合講演会 2024)
直線プラズマの周波数モード間の因果ネットワーク推定
(統計数理研究所共同研究集会「諸科学における統計思考」2023-ISMCRP-5002 2024)

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Professional career (2)：

Work history (7)：

2024/03 - 現在 The Institute of Statistical Mathematics Department of Interdisciplinary Statistical Mathematics Associate professor
2020/04 - 現在 Tohoku University Graduate School of Information Sciences Department of Applied Information Sciences
2009/11 - 2024/02 The Institute of Statistical Mathematics Department of Statistical Modeling Associate Professor
2007/04 - 2009/10 Chiba University Department of Medical System, Division of Artificial Systems Science Assistant Professor
2005/04 - 2007/03 Chiba University Department of Medical System Engineering, Faculty of Engineering Assistant Professor

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Committee career (8)：

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Awards (1)：

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