Aritsugi Masayoshi

アリツギマサヨシ | Aritsugi Masayoshi

Affiliation and department：
Job title： Professor
Homepage URL (1)： http://www.dbms.cs.kumamoto-u.ac.jp/~aritsugi/

Research field (2)： Human interfaces and interactions , Database science

Research keywords (11)： Cloud Computing , Machine Learning , Artificial Intelligence , Text Mining , Data Mining , Database Systems , Parallel and Distributed Processing , Information Retrieval , Big Data , Data Engineering , Databases

Research theme for competitive and other funds (12)：

2024 - 2027 小規模農業DX推進のための低コストスマートIoTシステムの研究開発
2022 - 2024 リアルタイムシステム応用のためのフォグ上ビッグデータ管理フレームワーク
2015 - 2018 Development of Advanced Analytical Technology for Llarge-scale Medical Data
2011 - 2013 An Efficient Communication Technology of Weak Collaboration between Layers for Wireless Multihop Networks
2010 - 2011 A study of physical condition inference methods with action recognition sensors

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Papers (163)：

Riandini, Eko Mulyanto Yuniarno, I. Ketut Eddy Purnama, Masayoshi Aritsugi, Mauridhi Hery Purnomo. Investigating diverse loss functions for myocardium ring segmentation in Cardiac Magnetic Resonance images using fuzzy pooling. Array. 2025. 26. 100382:1-100382:10
Kosei Kobayashi, Masayoshi Aritsugi, Pedro Henrique González, Israel Mendonça. Optimizing Wireless Sensor Network Topology with Deep Reinforcement Learning for Multi-Source/Destination Scenarios. 2024 IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT). 2024. 304-313
Yuto Inokuchi, Pedro Henrique González, Masayoshi Aritsugi, Israel Mendonça. Efficient Node Reduction Heuristic for GNN-Based Traffic Speed Forecasting. 2024 IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT). 2024. 228-236
Kotaro Yasuda, Masayoshi Aritsugi, Yukiko Takeuchi, Akihiro Shibayama, Israel Mendonça. Disaster Image Tagging Using Generative AI for Digital Archives. Proceedings of the 24th ACM/IEEE Joint Conference on Digital Libraries. 2024. 1-11
Tianren LIU, Zewei YU, Fuyuan XIAO, Yangyang ZHAO, Masayoshi ARITSUGI. A fractal-based supremum and infimum complex belief entropy in complex evidence theory. Chinese Journal of Aeronautics. 2024. 103350-103350

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MISC (81)：

松野仁志, メンドンサドスサントスイスラエル, 有次正義. 現代美術業界のモデル化と作家への美術機関推薦システム. 第16回データ工学と情報マネジメントに関するフォーラム (DEIM 2024) 論文集. 2024
Implementation of an Edge Cloud Scheduler under Network Bandwidth Uncertainty. 2022. 1-8
髙木裕仁, メンドンサドスサントスイスラエル, 有次正義. 社会的話題に関する国内ツイートのデータセット作成及び前処理の考察. 第14回データ工学と情報マネジメントに関するフォーラム(DEIM2022)論文集. 2022
深見健太郎, 有次正義. ネットワーク帯域幅の不確実性を考慮したエッジ·クラウドスケジューリング. 第14回データ工学と情報マネジメントに関するフォーラム(DEIM2022)論文集. 2022
Fuyuan Xiao, Masayoshi Aritsugi, Jemal H. Abawajy, Zehong Cao, Rami Al-Hmouz, Peide Liu. Editorial on Special Issue: “Applications of Intelligent and Fuzzy Theory in Data Science”. International Journal of Fuzzy Systems. 2021. 23. 492-493

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Patents (2)：

Books (1)：

Innovations in Intelligent Machines - 2: Intelligent Paradigms and Applications
Springer 2012

Lectures and oral presentations (1)：

Applications of Emotional Analysis on Voices
(The 2021 International Conference on Computer, Control, Informatics and Its Applications (IC3INA 2021) 2021)

Education (3)：

- 1996 Kyushu University
1994 - 1995 McGill University
- 1991 Kyushu University School of Engineering

Professional career (1)：

Doctor of Engineering (Kyushu University)

Work history (3)：

2007/04 - 現在 Kumamoto University Professor
2000/02 - 2007/03 Gunma University Associate Professor
1996/04 - 2000/01 Gunma University Research Associate

Committee career (10)：

2018 - 2022/03 情報処理学会トランザクション:データベース編集委員
2020/03 - 2021/03 International Journal of Fuzzy Systems Guest Editor
2019/01 - 2019/12 International Journal of Distributed Sensor Networks Guest Editor
2014 - 2016 電子情報通信学会英文論文誌D データ工学と情報管理特集号編集委員会幹事
2013 - 2015 電子情報通信学会英文論文誌D データ工学と情報管理特集号編集委員会幹事

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Awards (9)：

2024/12 - BDCAT 2024 Best Paper Award Optimizing Wireless Sensor Network Topology With Deep Reinforcement Learning for Multi-Source/Destination Scenarios
2024/12 - JCDL 2024 Vannevar Bush Best Paper Award (Third Place) Disaster Image Tagging Using Generative Al for Digital Archives
2023/11 - 13th International Conference on the Internet of Things (IoT 2023) Best Poster Award Not Seeing is a Flower: Experiences and Lessons Learned from Making IoT Platforms for Small-Scale Farms in Japan
2022/07 - 5th International Conference on Data Science and Its Applications 2022 (ICoDSA 2022) 1st Best Paper on Cyber Security Track AB-HT: An Ensemble Incremental Learning Algorithm for Network Intrusion Detection Systems
2019/08 - 2019 IEEE International Cyber Science and Technology Congress (CyberSciTech) Best Paper Award Text Detection on Books Using CNN Trained with Another Domain Data

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Association Membership(s) (6)：

DBSJ , IEEE , Association for Computing Machinery , IEEE CS , THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS , INFORMATION PROCESSING SOCIETY OF JAPAN

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