Hideki Yaginuma - My portal

Profile Information

Affiliation: Associate professor, Faculty of Science and Technology, Department of Civil Engineering, Tokyo University of Science

Degree: Doctor of Philosophy in Engineering(Tokyo Institute of Technology)

Contact information: yaginumars.tus.ac.jp
J-GLOBAL ID: 201901004433069227
researchmap Member ID: B000378631

Research Interests

Travel behaviour analysis, Transportation Network Analysis, Econometrics, Machine learning

Research Areas

Social infrastructure (civil Engineering, architecture, disaster prevention) / Civil engineering (planning and transportation) /

Research History

Apr, 2013 - Mar, 2016

Project Assistant Professor, Department of Civil Engineering, The University of Tokyo

Education

Committee Memberships

Apr, 2019 - Mar, 2021

第2学術小委員会委員, 交通工学研究会
Apr, 2018 - Mar, 2021

土木計画学学術小委員会幹事, 土木学会
Jun, 2017 - May, 2019

鉄道技術・政策総合シンポジウム実行委員会委員, 土木学会
Jun, 2017 - May, 2019

土木学会誌編集委員会委員, 土木学会

Awards

Papers

Investigation of the location of secondary storage warehouses in the inventory delivery planning problem considering road conditions

Tomoki Sanada, Aya Ishigaki and Hideki Yaginuma

International Journal of Computational Intelligence Studies, 11(3-4) 234-252, Feb, 2023 Peer-reviewed
A Study on Jaywalking Behavior of Pedestrians and Drivers

UNO Haruka, ABE Michika, TERABE Shintaro, YAGINUMA Hideki, TANAKA Kosuke

JSTE Journal of Traffic Engineering, 9(2) A_223-A_228, Feb 1, 2023
INTERPRETABILITY OF MACHINE-LEARNING BASED TRAVEL BEHAVIOUR MODELS USING EXPLAINABLE AI (XAI)

Yushi ISHIJIMA, Hideki YAGINUMA, Shintaro TERABE, Haruka UNO

Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 78(5) I_427-I_436, 2023
CHANGES IN ATTITUDES TOWARD MONO-POLAR CONCENTRATION IN TOKYO BEFORE AND DURING THE COVID-19 PANDEMIC

ISHIKAWA Shota, TANAKA Kosuke, TERABE Shintaro, YAGINUMA Hideki, UNO Haruka

Japanese Journal of JSCE, 79(2) n/a, 2023
Development of the Inventory Routing Problem for Disasters Considering Planned Transshipment and Secondary Storage Warehouses

Tomoki Sanada,Aya Ishigaki,Hideki Yaginuma,Kenjiro Mori,Takumi Ito

Proceedings of the Asia Pacific Industrial Engineering & Management Systems Conference 2022, 1-8, Nov, 2022 Peer-reviewed
The Relationship between Regional Attachment, Awareness of City Symbols, and UJ-turn Behavior, Focusing on Young Generation

Uno Haruka, Masumoto Taro, Terabe Shintaro, Yaginuma Hideki, Tanaka Kosuke

Journal of the City Planning Institute of Japan, 57(3) 1180-1185, Oct 25, 2022
Recommendation System for Tourist Attractions Based on Wi-Fi Packet Sensor Data

Hanawa K. Terabe S. Yaginuma H. Tanaka K.

Transportation Research Record, 2677(3) 333-342, Aug, 2022 Peer-reviewed
モバイル空間統計を用いた来訪者数とB級ご当地グルメの関係

有田建哉・寺部慎太郎・柳沼秀樹・田中皓介

土木学会論文集D3（土木計画学）, 77(5) I_303-I_312, May, 2022 Peer-reviewed
Multi-Criteria Analysis for Evaluating the Function and Location of Roadside Rest Areas to Improve Disaster Preparedness

Shintaro Terabe Ryota Onose Hideki Yaginuma Kosuke Tanaka

Asian Transport Studies, 8 100075-100075, May, 2022 Peer-reviewed
Correlating the Mac Address with the Passenger: Wi-Fi Scanner Survey on Paratransit Mode

Arief Hidayat Shintaro Terabe Hideki Yaginuma

Journal of the Eastern Asia Society for Transportation Studies, 14 128-144, Mar, 2022 Peer-reviewed
Estimating Pedestrian Traffic Volume using Wi-Fi Packet Sensor and Signal Strength

MIYAJI Takumi, TERABE Shintaro, YAGINUMA Hideki, TANAKA Kosuke

JSTE Journal of Traffic Engineering, 8(2) A_178-A_184, Feb 1, 2022
LAND USE AROUND RAILWAY STATIONS IN THE TOKYO METROPOLITAN AREA IN RESPONSE TO FUTURE POPULATION DISTRIBUTION AND DECREASE IN THE NUMBER OF PASSENGERS

UENO Yuki, TERABE Shintaro, YAGINUMA Hideki, TANAKA Kosuke

Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 77(5) I_615-I_622, 2022
AN EMPIRICAL ANALYSIS OF THE EFFECT OF DIFFERENT MANAGEMENT CAPITAL OF HOTELS ON THE LOCAL ECONOMY : A CASE STUDY OF HOTELS IN KUMAMOTO CITY

YAMAMOTO Kota, TANAKA Kosuke, TERABE Shintaro, YAGINUMA Hideki

Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 78(6) II_212-II_228, 2022
THE EFFECT OF PRESENTING HIGH SPEED TRANSPORTATION NETWORKS ON THE SENSE OF ORGANIC SOLIDARITY

NIWA Yuto, TANAKA Kosuke, TERABE Shintaro, YAGINUMA Hideki

Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 78(6) II_202-II_211, 2022
THE IMPACT ON THE LOCAL ECONOMY OF DIFFERENCES IN THE DESTINATION OF COSTS ASSOCIATED WITH TRANSPORTATION CHOICES

NAKAJIMA Ryuta, TANAKA Kosuke, TERABE Shintaro, YAGINUMA Hideki

Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 78(6) II_374-II_384, 2022
DISUTILITY EVALUATION OF CROWDED TRAINS IN TOKYO METROPOLITAN AREA BY CVM CONSIDERING HABITUAL BEHAVIOR

TANAKA Kosuke, FUKUI Tomoya, YAGINUMA Hideki, TERABE Shintaro

Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 78(6) II_760-II_770, 2022
深層強化学習を応用した交通ネットワーク耐災害信頼性向上戦略の検討

陳野由・柳沼秀樹・寺部慎太郎・田中皓介

交通工学論文集, 7(4) A_65-A_74, Apr, 2021 Peer-reviewed
Modeling of Inventory Routing Problem Considering Road Closures

Tomoki Sanada・Aya Ishigaki・Hideki Yaginuma

IEEE 12th International Workshop on Computational Intelligence and Applications (IWCIA), 2021 Peer-reviewed
INFLUENCE OF RENAMING CIVIL ENGINEERING: CASE STUDY OF UNIVERSITY DEPARTMENT

TANAKA Kosuke, MORIGUCHI Hayato, SATO Shunichi, TERABE Shintaro, YAGINUMA Hideki

Journal of Japan Society of Civil Engineers, Ser. H (Engineering Education and Practice), 77(1) 37-45, 2021
COMPARATIVE ANALYSIS OF ATTITUDES TOWARD PUBLIC WORKS FOCUSED ON TWEET DATA BETWEEN JAPAN AND THE UNITED STATES

Kosuke TANAKA, Taiga SAKAMOTO, Hideki YAGINUMA, Shintaro TERABE

Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 76(5) I_267-I_279, 2021 Peer-reviewed

Misc.

120

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.

Jikang Fan Shintaro Terabe Hideki Yaginuma Haruka Uno Yu Suzuki

Pagliara F. (eds) Socioeconomic Impacts of High-Speed Rail Systems. IW-HSR 2022. Springer Proceedings in Business and Economics. Springer Cham., 179-194, May, 2023
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~

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

土木計画学研究・講演集(CD-ROM), 68, 2023
Understanding the effect of the expansion of the Nagoya City Keiro Pass routes on promoting outings for the elderly

土屋皓平, 鈴木雄, 西堀泰英, 寺部慎太郎, 柳沼秀樹, 海野遥香

土木計画学研究・講演集(CD-ROM), 68, 2023
BEHAVIORAL ANALYSIS OF J-LEAGUE SPECTATORS USING MOBILE PHONE LOCATION DATA

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

土木計画学研究・講演集(CD-ROM), 67, 2023
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

芳賀柚希・栁沼秀樹・寺部慎太郎・海野遥香・鈴木雄

土木計画学研究発表会・講演集, 66 28-12, Nov, 2022
空間相関と個人の交通アクセシビリティを考慮した居住地選択モデルの構築

宮地航輝・柳沼秀樹・寺部慎太郎・海野遥香・鈴木雄

土木計画学研究発表会・講演集, 66 35-19, Nov, 2022
時系列変化を考慮した道の駅のレジカウント人数とtwitter件数の関係

羽生健士郎・寺部慎太郎・柳沼秀樹・海野遥香・鈴木雄

土木計画学研究発表会・講演集, 66 18-11, Nov, 2022
時空間ネットワークを活用した鉄道遅延の動的シミュレーションモデルの構築

多田京右・柳沼秀樹・寺部慎太郎・海野遥香・鈴木雄

土木計画学研究発表会・講演集, 66 12-02, Nov, 2022
新幹線が沿線市町村の人口変動に与える因果効果と駅の影響範囲との関係

JIKANG FAN・寺部慎太郎・柳沼秀樹・海野遥香・鈴木雄

土木計画学研究発表会・講演集, 66 26-07, Nov, 2022
散策型観光地の活性化を念頭に置いた活動選択モデルの構築

田中祐史・栁沼秀樹・寺部慎太郎・海野遥香・鈴木雄

土木計画学研究発表会・講演集, 66 18-01, Nov, 2022
妥協効果を考慮した交通サービスの料金設計に関する基礎的検討

樋口徹哉・柳沼秀樹・寺部慎太郎・海野遥香・鈴木雄

土木計画学研究発表会・講演集, 66 16-03, Nov, 2022
多変量LSTMとガウス過程回帰を融合した時間帯別OD交通量生成

山下聖太郎・柳沼秀樹・寺部慎太郎・海野遥香・鈴木雄

土木計画学研究発表会・講演集, 66 28-17, Nov, 2022
利用者需要および収益を加味した最適バスダイヤ生成手法の構築

浅尾晃平・栁沼秀樹・寺部慎太郎・海野遥香・鈴木雄

土木計画学研究発表会・講演集, 66 27-12, Nov, 2022
公共施設の立地とまちの賑わいの関連分析

薄雪晴・寺部慎太郎・柳沼秀樹・海野遥香・鈴木雄

土木計画学研究発表会・講演集, 66 35-03, Nov, 2022
傾向スコア・マッチング法を用いた新幹線が沿線地域の人口変動に及ぼす因果効果の推定

王靖元・寺部慎太郎・柳沼秀樹・海野遥香・鈴木雄

土木計画学研究発表会・講演集, 66 05-01, Nov, 2022
個別行動が追跡可能な携帯電話位置情報を用いた中心市街地での回遊分析-千葉県柏市中心市街地を例に-

小泉稜太・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

土木計画学研究発表会・講演集, 66 44-08, Nov, 2022
交通計画における若年無関心層の関心を喚起する手法の検討

松尾澪・寺部慎太郎・柳沼秀樹・海野遥香・鈴木雄

土木計画学研究発表会・講演集, 66 04-09, Nov, 2022
レジリエンス概念を導入した災害時の道路啓開評価

田中敦也・栁沼秀樹・杉浦聡志・力石真・寺部慎太郎・海野遥香・鈴木雄

土木計画学研究発表会・講演集, 66 38-08, Nov, 2022
Twitter上の主観的評価に着目した交通結節点評価および交通需要に与える影響の把握

勘坂優太郎・栁沼秀樹・寺部慎太郎・海野遥香・鈴木雄

土木計画学研究発表会・講演集, 66 22-06, Nov, 2022
CTGANを活用したアクティビティデータ生成手法の構築

石嶋悠嗣・柳沼秀樹・寺部慎太郎・海野遥香・鈴木雄

土木計画学研究発表会・講演集, 66 28-19, Nov, 2022

Books and Other Publications

都市防災がわかる本

防災リスク管理研究会 (Role: Joint author)

彰国社, Sep 29, 2022 (ISBN: 4395321828)
理工系の基礎土木工学

土木工学編集委員会編 (Role: Contributor)

丸善出版, Apr, 2018
土木計画学ハンドブック

羽藤英二, 倉内慎也, 佐々木邦明, 山本俊行, 栁沼秀樹ほか (Role: Joint author)

コロナ社, Mar, 2017

Presentations

Interpretability of machine-learning based travel behavior models using XAI

Ishijima, Y., Yaginuma, H., Terabe, S., Uno, H., Suzuki, Y.

16th International Conference on Travel Behaviour Research, Dec 11, 2022
Development of the Inventory Routing Problem for Disasters Considering Planned Transshipment and Secondary Storage Warehouses

Tomoki Sanada,Aya Ishigaki,Hideki Yaginuma,Kenjiro Mori,Takumi Ito

The 22th Asia Pacific Industrial Engineering and Management Systems conference 2022, Nov 9, 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

柳沼秀樹・寺部慎太郎

土木計画学研究・講演集, Nov 30, 2019
Wifi Sensing Technologies for Affordable Travel Data Collection from Bus Passengers

Shintaro TERABE, Arief HIDAYAT, Hideki YAGINUMA

The 11th International Conference on Transport Survey Methods, Sep 25, 2017

Professional Memberships

Research Projects

Deployment of Behavioral Mechanism Design using Cooperative Token

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, Apr, 2021 - Mar, 2024
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

科学研究費助成事業, 基盤研究(C), 日本学術振興会, Apr, 2020 - Mar, 2023

葛西誠, 柳沼秀樹
Multi-scale dynamic pedestrian simulation system for walking behavior analysis in the large station

Grants-in-Aid for Scientific Research, Grant-in-Aid for Young Scientists (B), Japan Society for the Promotion of Science, Apr, 2017 - Mar, 2020

YAGINUMA HIDEKI
Complex Transit Fare Structures: Modelling and Potential Impacts

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, Apr, 2014 - Mar, 2017

Schmoecker Jan Dirk
Data fusion theory for describing travel behavior in networks and its applications

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (A), Japan Society for the Promotion of Science, Apr, 2013 - Mar, 2017

Hato Eiji