Fukui Ken-ichi

フクイケンイチ | Fukui Ken-ichi

Affiliation and department：
Job title： Professor

Research field (3)： Biological, health, and medical informatics , Soft computing , Intelligent informatics

Research keywords (5)： Data Science , Deep Learning , Data Mining , Machine Learning , Artificial Intelligence

Research theme for competitive and other funds (17)：

2021 - 2026 Meteorological downscaling and atmospheric environment prediction using deep learning
2022 - 2024 複数の要因を考慮した深層学習による日常の睡眠の質推定と要因分析
2022 - 2023 睡眠に影響を与える環境因子の寄与度の調査
2022 - 2023 降水の時空間変動予測への機械学習技術の適用
2020 - 2022 物流自動化技術の研究

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Papers (159)：

Pongpisit Thanasutives, Ken-ichi Fukui. Uncertainty-Penalized Bayesian Information Criterion for Parametric Partial Differential Equation Discovery. NeurIPS 2024 Workshop: Machine Learning and the Physical Sciences. 2024
Nat PAVASANT, Takashi MORITA, Masayuki NUMAO, Ken-ichi FUKUI. Local density estimation procedure for autoregressive modeling of point process data. IEICE Transactions on Information and Systems. 2024
Anna Suzuki, Shuokun Shi, Taro Sakai, Ken-ichi Fukui, Shinya Onodera, Junichi Ishizaki, Toshiyuki Hashida. Automated parameter estimation for geothermal reservoir modeling using machine learning. Renewable Energy. 2024. 224. 120243-120243
Pongpisit Thanasutives, Ken-ichi Fukui. On uncertainty-penalized Bayesian information criterion. CoRR. 2024. abs/2404.16881
Shintaro Tamai, Masayuki Numao, Ken-ichi Fukui. Clustering and Data Augmentation to Improve Accuracy of Sleep Assessment and Sleep Individuality Analysis. CoRR. 2024. abs/2404.10299

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MISC (32)：

福井健一. 学生論文特集の発行にあたって. 電子情報通信学会和文論文誌D. 2024. J107-D. 4. 138-139
福井健一. 機械学習による振動データからの転がり軸受の余寿命予測. 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. 259-270
福井健一. ハイテク推進セミナー AIによる音響・振動データからの知識発見と予測. 生産と技術, 生産技術振興協会. 2023. 75. 2
福井健一. Micro Defect Detection and Remaining Useful Life Prediction of Rolling Bearing by Machine Learning. ターボ機械. 2023. 51. 3
福井健一. 機械学習による回転機器の初期欠陥検出と余寿命予測. 機械学習・ディープラーニングによる”異常検知”技術と活用事例集, 技術情報協会. 2022. 297-309

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Patents (5)：

Books (3)：

Lectures and oral presentations (166)：

Enhancing sound-based sleep quality assessment by multimodal knowledge distillation
(The 28th SANKEN International Symposium 2025)
Uncertainty-penalized Bayesian information criterion for parametric partial differential equation discovery
(The 28th SANKEN International Symposium 2025)
Investigation of the Potential for Long-Lead-Time Nowcasting of Heavy Rainfall in Kyushu Using a Deep Learning Model with Wide-Area Satellite Observations
(The 2024 American Geophysical Union (AGU) Fall Meeting 2024)
Uncertainty-penalized Bayesian information criterion for parametric partial differential equation discovery
(2024)
ニューラル演算子から法則発見まで
(名大ISEE研究集会「情報科学技術との融合による太陽圏物理学の新展開」 2024)

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Education (3)：

2004 - 2005 Osaka University Graduate School of Information Science and Technology Department of Information and Physical Sciences
2001 - 2003 Nagoya University
1998 - 2001 Nagoya University School of Informatics and Sciences Department of Natural Science Informatics

Professional career (1)：

Work history (6)：

2025/04 - 現在 The University of Osaka
2025/04 - 現在 Kansai University Faculty of Business Data Science Professor
2022/10 - 2025/03 Osaka University
2015/07 - 2025/03 Osaka University SANKEN, Division of Information and Quantum Sciences Associate Professor
2010/04 - 2015/06 Osaka University SANKEN, Division of Information and Quantum Sciences Assistant Professor

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Committee career (22)：

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Awards (18)：

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Association Membership(s) (4)：

THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS , 情報処理学会 , JSAI , 進化計算学会

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