Kumagai Kentaro

クマガイケンタロウ | Kumagai Kentaro

Affiliation and department：
Job title： Associate Professor
Homepage URL (1)： https://www.shonan-it.ac.jp/

Research field (2)： Computational science , Civil engineering (planning and transportation)

Research keywords (9)： simulation , programming , Data Science , Artificial Intelligence , Machine Learning , Reinforcement Learning , Traffic Engineering , Emergent Evolution , Collective Intelligence

Research theme for competitive and other funds (4)：

2015 - 2018 巨大災害下における避難民の生命・健康等維持のための海陸一貫大量輸送システムの開発
2012 - 2016 Resarch Project on Enhancement of Technology to Development Tsunami-Resilient Community
2006 - 2008 津波災害のプロセスの把握とシミュレーションによる再現に関する研究
2005 - 2005 スマトラ島沖大地震及びインド洋津波被害に関する緊急調査研究

Papers (24)：

Kentaro Kumagai, Kenji Ono. Machine learning system for anomaly detection of pedestrian flow. Intelligence, Informatics and Infrastructure. 2022. 3. J2. 732-744
Yuki Wakuda, Akemi Yamashita, Keisuke Yoshida, Hitoshi Tatsuta, Kazuhiko Seki, Kenji Arii, Kentaro Kumagai, Kazuyuki Nakahata, Satoshi Naganuma. Modeling trial and Interpretation of results for machine learning application in infrastructure maintenance and management. Intelligence, Informatics and Infrastructure. 2021. 2. J2. 437-446
Kentaro Kumagai, Yu Chida, Shoichi Emoto. Field survey on cargo-container drift due to storm surge of typhoon No. 21 Jebi, 2018. Journal of Japan Society of Civil Engineers, Ser. B2 (Coastal Engineering). 2019. 75. 2. I_313-I_318
Mori, N., Yasuda, T., Arikawa, T., Kataoka, T., Nakajo, S., Suzuki, K., Yamanaka, Y., Webb, A., Takahashi, T., Kim, S., et al. 2018 Typhoon Jebi post-event survey of coastal damage in the Kansai region, Japan. Coastal Engineering Journal. 2019. 61. 3. 278-294
Kentaro Kumagai, Rafael Aránguiz, Kenji Ono. Production Capacity Change in Industrial Sectors of Hachinohe City due to the 2011 Tohoku Tsunami. Journal of Integrated Disaster Risk Management. 2017. 6. 2. 58-78

ｍore...

MISC (71)：

Liu Jia, Kumagai Kentaro. Development of weather derivative methods for photovoltaic power generation. Proceedings of The 86th National Convention of IPSJ. 2024. 86. 4-709-4-710
Fumiya Fujiki, Kentaro Kumagai. Simulation of pedestrian-vehicle mixed traffic on narrow street using cellular automaton method. 2022. 187-188
Kentaro Kumagai, Kenji Ono. Machine learning system for anomaly detection of pedestrian flow. Shonan Institute of Technology Journal. 2022. 56. 1. 37-47
Reina Miyata, Kentaro Kumagai. Development of education materials for information literacy about binary and hexadecimal numbers. Proceedings of The 84th National Convention of IPSJ. 2022. 4-713-4-714
Kentaro Kumagai, Kenji Ono. Machine learning system for anomaly detection of pedestrian flow. Proceedings of Forum on Information Technology 2021 (FIT2021), Issue 2, Information Processing Society of Japan and the Institute of Electronics, Information and Communication Engineers. 2021. 117-120

ｍore...

Books (4)：

Tsunami : to survive from tsunami
World Scientific Publishing Co Pte Ltd 2018 ISBN:9789813239388
TSUNAMI : 津波から生き延びるために改訂版
丸善プラネット 2016 ISBN:9784863452671
Tsunami : to survive from tsunami
World Scientific Publishing Co Pte Ltd 2010 ISBN:9789814277471
TSUNAMI : 津波から生き延びるために
丸善プラネット 2008 ISBN:9784863450035

Lectures and oral presentations (38)：

Field Survey on Damage and Measures by Storm-surge of the 2018 Typhoon No. 21, Jebi
(Economic Investigation Research Review, Economic Research Association, Vol. 24, pp.1-9 2019)
Panel discussion
(Annual Lecture Meeting of National Institute for Land and Infrastructure Management 2018)
Numerical Simulation of Emergency Relief Logistics
(The DPRI Annual Meeting 2016)
Storm-surge Disaster in Nemuro City
(2015)
Guideline for tsunami evacuation in port area and evacuation simulation
(Special lecture meeting for port and airport technology in Chubu region, 2014 2015)

ｍore...

Works (9)：

ワイヤレスセンサを使った集合知のリアルタイム計測システム
熊谷兼太郎 2023 -
Digital clock written in braille
Kentaro Kumagai 2021 -
Monitoring system of Pedestrian flow with IoT technology
Kentaro KUMAGAI 2019 -
Mechanism for Evacuation Information Sharing
Kentaro KUMAGAI 2017 -
Monitoring system of Storm surge and High wave
Kentaro KUMAGAI 2015 -

ｍore...

Professional career (1)：

Ph.D.Eng.

Work history (10)：

2023/04 - 現在 Shonan Institute of Technology Faculty of Informatics Associate Professor
2021/04 - 2022/03 Shonan Institute of Technology Faculty of Engineering Department of Applied Computer Sciences Associate Professor
2018/04 - 2021/03 National Institute for Land and Infrastructure Management Coastal, Marine and Disaster Prevention Department Research Coordinator for Coastal and Marine Disaster Prevention
2017/07 - 2018/03 Kyoto University Disaster Prevention Research Institute Cooperating Faculty
2017/07 - 2018/03 Kyoto University Integrated Port Logistics Chair, Graduate School of Management Associate Professor

Show all

Committee career (11)：

2018/10 - 2021/03 国土交通省中部地方整備局中部の港湾における高潮・暴風対策検討委員会
2018/10 - 2021/03 土木学会構造工学委員会構造工学でのAI活用に関する研究小委員会
2019/10 - 2020/04 国土交通省港湾局港湾に来襲する想定を超えた高潮・高波・暴風対策検討委員会ソフト施策検討WG
2019/02 - 2019/06 国土交通省中国地方整備局中国管内の港湾施設等に係る技術的支援に関する検討会
2017/10 - 2018/03 国土交通省中部地方整備局港湾の堤外地における高潮リスク低減方策検討WG

Show all

Awards (3)：

2021/12 - Japan Society of Civil Engineers Intelligence, Informatics and Infrastructure Outstanding Potential Paper Award Modeling trial and interpretation of results for machine learning applications in infrastructure maintenance and management
2010/05 - 土木学会出版文化賞 TSUNAMI To Survive from Tsunami
2002/11 - Japan Society of Civil Engineers Excellent speaker of the 57th JSCE Annual Meeting

Association Membership(s) (3)：

Japan Society of Civil Engineers , 情報処理学会 , The Japanese Society for Artificial Intelligence

※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

Return to Previous Page