Shigei Noritaka

シゲイノリタカ | Shigei Noritaka

Affiliation and department：
Job title： Professor

Research field (6)： Electronic devices and equipment , Sensitivity (kansei) informatics , Soft computing , Information networks , Computer systems , Information theory

Research keywords (11)： Deep Learning , Soft computing , Sensor network , フォールトトレランス , 並列計算機 , モバイルエージェント , ニューラルネットワーク , Qenetic Algorithin , Neural Network , Fault Tolerance , Parallel Computer

Research theme for competitive and other funds (11)：

2024 - 2027 超スマート社会におけるプライバシーを保護する機械学習に関する研究
2024 - 2027 Study of rust appearance rating classification of weathering steel and creation of bridge soundness evaluation method using three-dimensional data
2020 - 2023 Study on Low-Cost Implementation of Machine Learning by Using Edge Computing
2017 - 2022 Secure multi-party computation methods to increase peace of mind for cloud service users
2014 - 2017 センサネットワークの稼働時間改善および低コスト実装に関する研究

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Papers (103)：

Keigo Miwa, Noritaka Shigei, Satoshi Sugimoto, Yoichi Ishizuka, Hiromi Miyajima. ESTIMATION OF SEDIMENT DISASTER PRONE AREAS FROM MAP IMAGES USING MASK R-CNN. ICIC Express Letters, Part B: Applications. 2024. 15. 6. 575-584
Hirofumi MIYAJIMA, Noritaka SHIGEI, Hiromi MIYAJIMA, Norio SHIRATORI. Computational Complexity Reduction of Secure BP Learning Algorithm with Divided Data. Journal of Japan Society for Fuzzy Theory and Intelligent Informatics. 2023. 35. 1. 506-510
Takehiro Motomatsu, Takahiro Koga, Noritaka Shigei, Masahiro Yamaguchi, Atsushi Itagaki, Yoichi Ishizuka. A Data-Driven Inductor Modeling Technique Using Parametric Circuit Simulation and Deep Learning. IEEE Transactions on Magnetics. 2023. 1-1
Hirofumi Miyajima, Noritaka Shigei, Hiromi Miyajima, Norio Shiratori. Scalability improvement of simplified, secure distributed processing with decomposition data. Nonlinear Theory and Its Applications, IEICE. 2023. 14. 2. 140-151
Hirofumi Miyajima, Noritaka Shigei, Hiromi Miyajima, Norio Shiratori. Secure Distributed Processing of NG with Updatable Decomposition Data and Parameters. 2022 International Conference on Networking and Network Applications (NaNA). 2022

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MISC (33)：

重井徳貴, 石塚洋一, 杉本知史, 森田千尋, 宮崎正信, 阿部伸一, 西野友哉, 宮島廣美. Applying Machine Learning to Social Applications-Attempts toward automation of tasks related to medical care, disaster prevention, and steel bridge maintenance-. 電子情報通信学会技術研究報告(Web). 2023. 122. 436(NLP2022 107-155)
平田幸基, 重井徳貴, 杉本知史, 石塚洋一, 宮島廣美. 航空写真からの土地利用分類におけるクリッピング画像を用いたアンサンブル学習の一検討. 電気・情報関係学会九州支部連合大会講演論文集(CD-ROM). 2023. 76th
森山愛希, 重井徳貴, 杉本知史, 石塚洋一, 宮島廣美. ニューラルネットワークを用いた地盤の空間分布推定におけるボーリング本数の最適化. 電気・情報関係学会九州支部連合大会講演論文集(CD-ROM). 2022. 75th
松本光介, 石塚洋一, 重井徳貴, 古賀誉大. ディープラーニングによるダブルパルステスト評価画像解析を用いたパワーデバイスの特性評価方法の基礎検討-A Device Characterization Technique for Power Semiconductor with Double-Pulse Testing and Deep Learning Image Processing-家電・民生研究会・スイッチング電源,家庭向け情報通信機器のエネルギー技術,照明,再生可能エネルギー,一般. 電気学会研究会資料. HCA / 家電・民生研究会 [編]. 2021. 2021. 16-22. 1-6
Hirashima Kei, Shigei Noritaka, Sugimoto Satoshi, Ishizuka Yoichi, Miyajima Hiromi. Semi-Supervised Learning for Land-Use Classification from Aerial Photograph Using Convolutional Neural Network. ファジィシステムシンポジウム講演論文集. 2020. 36. 277-281

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Education (3)：

- 1997 Kagoshima University
- 1997 Kagoshima University Graduate School, Division of Engineering System Information Engineering
- 1992 Kagoshima University Faculty of Engineering Dept. of Electrical Engineering

Professional career (1)：

Doctor (Engineering) (Kagoshima University)

Work history (2)：

2022/07 - 現在 Kagoshima University Professor
2015/04 - 2022/06 Kagoshima University

Committee career (15)：

2022 - 現在 The joint symposium AROB-ISBC-SWARM International Organizing Committee Member
2021/04 - 現在情報処理学会九州支部支部委員
2020 - 現在 IEEE International Conference on Consumer Electronics - Taiwan Technical Program Committee Member
2018/04 - 現在 The International Society of Artificial Life and Robotics Editorial board member of AROB Journal
2022 - 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS) Program Committee Member

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Awards (6)：

2021 - 日本知能情報ファジィ学会貢献賞
2020 - 日本知能情報ファジィ学会貢献賞
2018/09 - 電子情報通信学会基礎・境界ソサイエティ貢献賞(編集)
2017/09 - 日本知能情報ファジィ学会貢献賞
2015/05 - Best Paper Award of The 2015 IAENG International Conference on Artificial Intelligence and Applications

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Association Membership(s) (4)：

INFORMATION PROCESSING SOCIETY OF JAPAN , IEEE , JAPAN SOCIETY FOR FUZZY THEORY AND INTELLIGENT INFORMATICS , 電子情報通信学会

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