Ota Shuhei

オオタシュウヘイ | Ota Shuhei

Affiliation and department：
Job title： Assistant Professor
Homepage URL (2)： https://kenkyu.kanagawa-u.ac.jp/kuhp/KgApp?kyoinId=ymmygkydggy , https://kenkyu.kanagawa-u.ac.jp/kuhp/KgApp?kyoinId=ymmygkydggy&Language=2

Research field (2)： Safety engineering , Social systems engineering

Research keywords (2)： Operations Research , Reliability Engineering

Research theme for competitive and other funds (2)：

2021 - 2025 Integrated reliability design method for large-scale systems under dependent failure environment
2019 - 2021 A study on reliability design methods for large-scale systems with dependent failures

Papers (22)：

Mehedi Hasan Talukder, Shuhei Ota, Masato Takanokura, Nobuaki Ishii. Crack detection on brick walls by convolutional neural networks using the methods of sub-dataset generation and matching. Deep Learning Theory and Applications. 2023. 134-150
Shuhei Ota. Multivariate Farlie-Gumbel-Morgenstern Copula and Its Application to Reliability Data Analysis. Journal of the Japan Statistical Society, Japanese Issue. 2023. 52. 2. 177-201
Shuhei Ota, Mitsuhiro Kimura. Statistical injury prediction for professional sumo wrestlers: Modeling and perspectives. PLoS ONE. 2023. 18. 3. e0283242
Mehedi Hasan Talukder, Shuhei Ota, Masato Takanokura, Nobuaki Ishii. Image augmentation with labeling using crack cropping for training dataset generation in crack detection. Journal of the Society of Plant Engineer Japan. 2022. 33. 4. 161-172
Mehedi Hasan Talukder, Shuhei Ota, Masato Takanokura, Nobuaki Ishii. Sub-dataset generation and matching for crack detection on brick walls using convolutional neural networks. Proceedings of the 2nd International Conference on Deep Learning Theory and Applications (DeLTA). 2021. 191-197

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MISC (46)：

太田修平. 多変量Farlie-Gumbel-Morgensternコピュラを用いた信頼性解析. 第18回日本統計学会春季集会. 2024
李嘉豪, 太田修平, 石井信明. コミュニケーションコストを考慮したオフショア開発の数理最適化モデル. 日本設備管理学会 2023年度春季研究発表大会. 2023
西田拓己, 太田修平, 石井信明. 電源設備投資における小型モジュラ設備の優位性検証. 日本設備管理学会 2023年度春季研究発表大会. 2023
西田拓己, 石井信明, 太田修平. 小型モジュラ設備を用いた電源設備投資計画. 化学工学会第88年会. 2023
木村光宏, 太田修平. コピュラによるベアリング連鎖故障の統計的検知方法に関する一考察. 電子情報通信学会技術研究報告 R2022(56). 2023. 47-52

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Books (1)：

Reliability modeling with computer and maintenance applications
World scientific 2017 ISBN:9789813224490

Education (3)：

2016 - 2019 Hosei University Graduate School of Science and Engineering Major in Systems Engineering
2014 - 2016 Hosei University Graduate School of Science and Engineering Major in Systems Engineering
2010 - 2014 Hosei University Faculty of Science and Engineering Department of Industrial and Systems Engineering

Professional career (1)：

Doctor of Engineering (Hosei University)

Work history (4)：

2023/04 - 現在 Waseda University Faculty of International Research and Education
2020/04 - 現在 Hosei University Faculty of Science and Engineering
2019/04 - 現在 Kanagawa University Faculty of Engineering, Department Industrial Engineering and Management Assistant professor
2017/04 - 2019/03 Aoyama Gakuin University College of Science and Engineering Department of Physics and Mathematics

Awards (5)：

2022/06 - 日本設備管理学会日本設備管理学会 2021年度論文賞
2020/09 - Best Paper Award of the 9th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modelling (APARM 2020)
2020/06 - 日本信頼性学会優秀賞
2018/06 - 日本信頼性学会若手奨励賞
2017/06 - IEEE Reliability Society Japan Chapter 学術奨励賞 2016

Association Membership(s) (5)：

情報システム学会 , THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS , RELIABILITY ENGINEERING ASSOCIATION OF JAPAN , THE OPERATIONS RESEARCH SOCIETY OF JAPAN , IEEE

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