Yaginuma Hideki

ヤギヌマヒデキ | Yaginuma Hideki

Affiliation and department：
Job title： Associate professor

Research field (1)： Civil engineering (planning and transportation)

Research keywords (1)： Travel behaviour analysis, Transportation Network Analysis, Econometrics, Machine learning

Research theme for competitive and other funds (5)：

2021 - 2024 Deployment of Behavioral Mechanism Design using Cooperative Token
2020 - 2023 単路部ボトルネック上流での自動運転車による身代わり減速波発生による渋滞抑制
2017 - 2020 Multi-scale dynamic pedestrian simulation system for walking behavior analysis in the large station
2014 - 2017 Complex Transit Fare Structures: Modelling and Potential Impacts
2013 - 2017 Data fusion theory for describing travel behavior in networks and its applications

Papers (65)：

Tomoki Sanada, Aya Ishigaki and Hideki Yaginuma. Investigation of the location of secondary storage warehouses in the inventory delivery planning problem considering road conditions. International Journal of Computational Intelligence Studies. 2023. 11. 3-4. 234-252
UNO Haruka, ABE Michika, TERABE Shintaro, YAGINUMA Hideki, TANAKA Kosuke. A Study on Jaywalking Behavior of Pedestrians and Drivers. JSTE Journal of Traffic Engineering. 2023. 9. 2. A_223-A_228
Yushi ISHIJIMA, Hideki YAGINUMA, Shintaro TERABE, Haruka UNO. INTERPRETABILITY OF MACHINE-LEARNING BASED TRAVEL BEHAVIOUR MODELS USING EXPLAINABLE AI (XAI). Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management). 2023. 78. 5. I_427-I_436
ISHIKAWA Shota, TANAKA Kosuke, TERABE Shintaro, YAGINUMA Hideki, UNO Haruka. CHANGES IN ATTITUDES TOWARD MONO-POLAR CONCENTRATION IN TOKYO BEFORE AND DURING THE COVID-19 PANDEMIC. Japanese Journal of JSCE. 2023. 79. 2. n/a
Tomoki Sanada,Aya Ishigaki,Hideki Yaginuma,Kenjiro Mori,Takumi Ito. Development of the Inventory Routing Problem for Disasters Considering Planned Transshipment and Secondary Storage Warehouses. Proceedings of the Asia Pacific Industrial Engineering & Management Systems Conference 2022. 2022. 1-8

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MISC (120)：

Jikang Fan Shintaro Terabe Hideki Yaginuma Haruka Uno Yu Suzuki. Relationship Between the Influence Area of High-Speed Railway Stations and the Casual Effect of these Stations on the Population Change of Municipalities Alone the Railway Line in Japan. Pagliara F. (eds) Socioeconomic Impacts of High-Speed Rail Systems. IW-HSR 2022. Springer Proceedings in Business and Economics. Springer Cham. 2023. 179-194
高橋幸之介, 鈴木雄, 山崎基浩, 早内玄, 寺部慎太郎, 柳沼秀樹, 海野遥香, 西堀泰英. 地方都市高齢者の公共乗り放題による多面的な価値に関する研究~愛知県豊田市を事例に~. 土木計画学研究・講演集(CD-ROM). 2023. 68
土屋皓平, 鈴木雄, 西堀泰英, 寺部慎太郎, 柳沼秀樹, 海野遥香. Understanding the effect of the expansion of the Nagoya City Keiro Pass routes on promoting outings for the elderly. 土木計画学研究・講演集(CD-ROM). 2023. 68
鈴木雄, 加藤秀樹, 西堀泰英, 山崎基浩, 寺部慎太郎, 柳沼秀樹, 海野遥香, 小泉稜太. BEHAVIORAL ANALYSIS OF J-LEAGUE SPECTATORS USING MOBILE PHONE LOCATION DATA. 土木計画学研究・講演集(CD-ROM). 2023. 67
芳賀柚希・栁沼秀樹・寺部慎太郎・海野遥香・鈴木雄. 説明可能なAIを活用したCNN型交通計測モデルの戦略的高度化. 土木計画学研究発表会・講演集. 2022. 66. 28-12

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Books (3)：

Lectures and oral presentations (4)：

Interpretability of machine-learning based travel behavior models using XAI
(16th International Conference on Travel Behaviour Research 2022)
Development of the Inventory Routing Problem for Disasters Considering Planned Transshipment and Secondary Storage Warehouses
(The 22th Asia Pacific Industrial Engineering and Management Systems conference 2022 2022)
防災機能評価を活用した道路のクリティカルノードおよびリンク特定手法
(土木計画学研究・講演集 2019)
Wifi Sensing Technologies for Affordable Travel Data Collection from Bus Passengers
(The 11th International Conference on Transport Survey Methods 2017)

Education (4)：

- 2012 Tokyo Institute of Technology Graduate School, Division of Science and Engineering Department of Civil Engineering
- 2012 Tokyo Institute of Technology Graduate School, Division of Science and Engineering Department of Civil Engineering
- 2007 Shibaura Institute of Technology Graduate School, Division of Science and Engineering Division of Architecture and Civil Engineering
- 2005 Shibaura Institute of Technology Faculty of Engineering

Professional career (1)：

Work history (1)：

2013/04 - 2016/03 The University of Tokyo Department of Civil Engineering Project Assistant Professor

Committee career (4)：

Awards (5)：

Association Membership(s) (2)：

Japan Society of Traffic Engineers , Japan Society of Civil Engineers

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