Fukui Ken-ichi

フクイケンイチ | Fukui Ken-ichi

Affiliation and department：
Job title： Associate Professor
Homepage URL (1)： https://www.ai.sanken.osaka-u.ac.jp/fukui-ja.html

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

Research keywords (6)：データマイニング , 機械学習 , 人工知能 , Data Mining , Machine Learning , Artificial Intelligence

Research theme for competitive and other funds (12)：

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
2019 - 2021 Development of neural networks based on physical models and exploration of meteorological physics
2016 - 2019 Development of An Intelligent Decision Support System for Renewable Energy Mix Optimization
2016 - 2019 Representative Learning for Structured Data and Its Application to Two Real World Problems with Different Characteristics

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Papers (199)：

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
Yue Chen, Takashi Morita, Tsukasa Kimura, Takafumi Kato, Masayuki Numao, Ken-ichi Fukui. Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment. Artificial Neural Networks and Machine Learning - ICANN 2023. 2023. 288-299
Ken-ichi Fukui, Shunya Ishimaru, Takafumi Kato, Masayuki Numao. Sound-based sleep assessment with controllable subject-dependent embedding using Variational Domain Adversarial Neural Network. International Journal of Data Science and Analytics. 2023
Nat Pavasant, Takashi Morita, Masayuki Numao, Ken-ichi Fukui. Granger causality-based cluster sequence mining for spatio-temporal causal relation mining. International Journal of Data Science and Analytics. 2023
Tsuyoshi Thomas Sekiyama, Syugo Hayashi, Ryo Kaneko, Ken-ichi Fukui. Surrogate Downscaling of Mesoscale Wind Fields Using Ensemble Superresolution Convolutional Neural Networks. Artificial Intelligence for the Earth Systems. 2023. 2. 3

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MISC (65)：

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Books (3)：

Lectures and oral presentations (80)：

変分敵対的ドメインニューラルネットワークによる個人差を考慮した睡眠評価
(2021年度人工知能学会全国大会(第35回) 2021)
Learning to Solve Multiple Partial Differential Equations Using Physics-informed Neural Networks
(2021)
階層ベイズを用いた欠陥進展下の転がり軸受の余寿命曲線推定
(2021年度人工知能学会全国大会(第35回) 2021)
時系列観測によるRNNおよびLSTMモデルを使用した降水量予測と比較
(日本地球惑星科学連合2021年大会 2021)
機械学習を用いたフィリピン・マニラ首都圏における降雨の直前予測
(日本地球惑星科学連合2021年大会 2021)

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Education (2)：

2001 - 2003 Nagoya University 大学院人間情報学研究科
1998 - 2001 Nagoya University School of Informatics and Sciences Department of Natural Science Informatics

Professional career (1)：

Work history (5)：

2015/07 - 現在 Osaka University The Institute of Scientific and Industrial Research Associate Professor
2010/04/01 - 2015/06/30 Osaka University The Institute of Scientific and Industrial Research Assistant Professor
2007/04/01 - 2010/03/31 Osaka University The Institute of Scientific and Industrial Research Assistant Professor
2005/07 - 2010/03 大阪大学産業科学研究所新産業創造物質基盤技術研究センター・特任助手(特任助教)
2005/07/01 - 2007/03/31 Osaka University The Institute of Scientific and Industrial Research Assistant Professor

Committee career (19)：

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Awards (13)：

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Association Membership(s) (5)：

IEEE Computer Society , 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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