Tokyo Institute of Technology   Asakura Lab.   Research Associate

2016.4 - 2018.5

JSPS   Research Fellow (PD)

2015.10 - 2016.3

JSPS   Research Fellow (DC2)

2014.4 - 2015.9

VEHICLE AND SECTION-DEPENDENT SPEED-SPACING RELATION ESTIMATION USING HIERARCHICAL BAYESIAN MODEL Reviewed

Kazuma HAYASHI, Toru SEO

Japanese Journal of JSCE   80 ( 20 )   n/a - n/a   2024

コネクティッドカーデータとスパースモデリングに基づく区間別流率密度関係の推定 Reviewed

小田紘生, 瀬尾亨, 中西航

第43回交通工学研究発表会論文集   513 - 520   2023.8

空間解像度の高い低混入率のコネクティッドカー軌跡データによる信号交差点の交通流率推定手法の予備的検証 Reviewed

瀬尾亨, 日下部貴彦, 塩見康博, 大口敬

第43回交通工学研究発表会論文集   505 - 512   2023.8

Integrated Public Transportation System with Shared Autonomous Vehicles and Fixed-Route Transits: Dynamic Traffic Assignment-Based Model with Multi-Objective Optimization Reviewed

Ryota Maruyama, Toru Seo

International Journal of Intelligent Transportation Systems Research   21 ( 1 )   99 - 114   2023.1

Fundamental diagram of urban rail transit considering train–passenger interaction Reviewed

Toru Seo, Kentaro Wada, Daisuke Fukuda

Transportation   2022.4

Multi-Objective Linear Optimization Problem for Strategic Planning of Shared Autonomous Vehicle Operation and Infrastructure Design Reviewed

Toru Seo, Yasuo Asakura

IEEE Transactions on Intelligent Transportation Systems   2021

DATA-DRIVEN DYNAMIC CONGESTION TOLL OPTIMIZATION METHODS BASED ON REINFORCEMENT LEARNING Reviewed

Kimihiro SATO, Toru SEO, Takashi FUSE

Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)   76 ( 5 )   I_1273 - I_1285   2021

Traffic state estimation using satellite remote sensing and probe vehicles Reviewed

Seo, T, Kusakabe, T

JSTE Journal of Traffic Engineering   5 ( 2 )   A_1 - A_10   2019

Fundamental diagram estimation by using trajectories of probe vehicles Reviewed

Seo, T, Kawasaki, Y, Kusakabe, T, Asakura, Y

Transportation Research Part B: Methodological   122   40 - 56   2019

Evolution of a dynamic ridesharing system based on rational behaviour of users Reviewed

Thaithatkul, P, Seo, T, Kusakabe, T, Asakura, Y

International Journal of Sustainable Transportation   in press   2018

Interactive online machine learning approach for activity-travel survey Reviewed

Toru Seo, Takahiko Kusakabe, Hiroto Gotoh, Yasuo Asakura

Transportation Research Part B: Methodological   in press   2018

Optimum routing of ride share vehicles for given activity patterns Reviewed

Aiko, S, Thaithatkul, P, Seo, T, Asakura, Y

Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)   73 ( 5 )   I_1233 - I_1242   2017.12

Recent advances in kinematic wave theory of traffic flows: variational formulation and network extension Reviewed

Wada, K, Seo, T, Nakanishi, W, Satsukawa, K, Yanagihara, M

Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)   73 ( 5 )   I_1139 - I_1158   2017.12

Trip purpose estimation method for probe person survey using sequential learning Reviewed

Seo, T, Kusakabe, T, Asakura, Y

Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)   73 ( 5 )   I_517 - I_526   2017.12

Evaluation of area level travel time reliability using large-scale probe vehicle trajectories recorded for a long period Reviewed

Fukuda, D, Mizuguchi, M, Seo, T, Kusakabe, T, Asakura, Y

Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)   73 ( 5 )   I_1105 - I_1118   2017.12

Traffic state estimation on highway: A comprehensive survey Reviewed

Toru Seo, Alexandre M. Bayen, Takahiko Kusakabe, Yasuo Asakura

Annual Reviews in Control   43   128 - 151   2017.1

Analysis of spatiotemporal dependencies in two-dimensional traffic flow in large-scale urban area with probe vehicle data Reviewed

Lykov, S, Seo, T, Asakura, Y

Journal of the Eastern Asia Society for Transportation Studies   12   1676 - 1696   2017

Methodology for Calibration of Fundamental Diagram based on Trajectories of Sampled Vehicles: Concept and Numerical Experiment Reviewed

瀬尾亨, 日下部貴彦, 朝倉康夫

交通工学論文集   2 ( 2 )   A.1 - A.10   2016

プローブカー軌跡を用いた流率密度関係の推定―EMアルゴリズムを用いた手法と実データに基づく検証 Reviewed

川崎雄嵩, 瀬尾亨, 日下部貴彦, 朝倉康夫

第36回交通工学研究発表会論文集   7 - 14   2016

Probe vehicle-based traffic state estimation method with spacing information and conservation law Reviewed

Toru Seo, Takahiko Kusakabe

Transportation Research Part C: Emerging Technologies   59   391 - 403   2015.10

Traffic Estimation with Vehicles Observing Other Vehicles

Toru Seo

Tokyo Institute of Technology   2015.9

Estimation of flow and density using probe vehicles with spacing measurement equipment Reviewed

Toru Seo, Takahiko Kusakabe, Yasuo Asakura

Transportation Research Part C: Emerging Technologies   53   134 - 150   2015.4

A passengers matching problem in ridesharing systems by considering user preference Reviewed

Thaithatkul, P, Seo, T, Kusakabe, T, Asakura, Y

Journal of the Eastern Asia Society for Transportation Studies   11   1416 - 1432   2015

プローブカーデータを利用した追従時の速度変動周期推定手法 Reviewed

柳原正実, 日下部貴彦, 瀬尾亨, 朝倉康夫

第12回ITSシンポジウム2014（査読つき論文）   2014

A Method for Detecting Incidents from Traffic Detector Data based on the Non-parametric Statistics Reviewed

NARIOKA Naoya, SEO Toru, KUSAKABE Takahiko, ASAKURA Yasuo

JSTE Journal of Traffic Engineering   1 ( 1 )   11 - 20   2014

車間距離測定プローブカーを用いた都市高速道路の交通流観測実験報告 Reviewed

瀬尾亨, 日下部貴彦, 朝倉康夫

第34回交通工学研究発表会論文集   277 - 283   2014

An econometric-based model of pedestrian walking behavior implicitly considering strategic or tactical decisions Reviewed

Fukuda, D, Seo, T, Yamada, K, Yaginuma, H, Matsuyama, N

Pedestrian and Evacuation Dynamics 2012   615 - 624   2014

ESTIMATION OF TRAFFIC STATE USING PROBE VEHICLES THAT EQUIPPED WITH SPACING MEASUREMENT DEVICES Reviewed

瀬尾亨, 日下部貴彦, 朝倉康夫

土木学会論文集 D3(土木計画学)   69 ( 5 )   I.809 - I.818   2013

Incident detection method using longitudinal occupancy time-series data Reviewed

Narioka, N, Seo, T, Kusakabe, T, Asakura, Y

Journal of the Eastern Asia Society for Transportation Studies   10   1720 - 1733   2013

車両感知器の長期観測データを用いたノンパラメトリックモデルによる突発事象の検出 Reviewed

成岡尚哉, 瀬尾亨, 日下部貴彦, 朝倉康夫

第33回交通工学研究発表会論文集   409 - 690   2012

MODELING PEDESTRIAN BEHAVIOR BASED ON THE CONCEPT OF "PLAN-ACTION" STRUCTURE: AN APPLICATION IN A TRAIN STATION Reviewed

瀬尾亨, 柳沼秀樹, 福田大輔

土木学会論文集 D3(土木計画学)   68 ( 5 )   I.679 - I.690   2012

Best Paper Award

2015.9   IEEE 18th International Conference on Intelligent Transportation Systems  

Toru SEO, Takahiko KUSAKABE, Yasuo ASAKURA

Research Encouragement Award

2014.8   The 34th Conference of Japan Society of Traffic Engineers  

Outstanding Paper Award

2013.12   The 30th Japan Road Conference  

Naoya Narioka, Toru Seo, Takahiko Kusakabe, Yasuo Asakura

カメラ画像および複数の観測データを融合した次世代交通計測手法に関する研究開発

2021.4 - 2024.3

国土交通省  新道路技術会議 道路政策の質の向上に資する技術研究開発 

柳沼秀樹

Estimation, prediction, and control of road transportation system by integrating traffic flow theory and machine learning

Grant number：20H02267  2020.4 - 2024.3

Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)  Grant-in-Aid for Scientific Research (B)

Facility location and transportation management considering multi-scale modal cooperation

2019.4 - 2022.3

Ministry of Land, Infrastructure, Transport and Tourism, Japan  Research Fund by Committee on Advanced Road Technology 

Takahiko Kusakabe

Traffic flow optimization by intervention control to automated vehicles

2019.4 - 2022.3

Japan Society for the Promotion of Science  KAKENHI Grant-in-Aid for Scientific Research (B) 

Yasuhiro Shiomi

Research and Development of Tourism Congestion Management based on Data-driven Monitoring and Prediction of Traffic Flow

2018.4 - 2021.3

Ministry of Land, Infrastructure, Transport and Tourism  Research Fund by Committee on Advanced Road Technology 

Takashi Fuse

Research on mathematical models for management of large-scale transportation network under mega disaster

2017.4 - 2021.3

Japan Society for the Promotion of Science  KAKENHI Grant-in-Aid for Scientific Research (A) 

Yasuo Asakura

Development of framework for analyzing urban railway system with high frequent operation

2017.4 - 2020.3

Japan Society for the Promotion of Science  KAKENHI Grant-in-Aid for Scientific Research (B) 

Daisuke Fukuda

Market penetration of automated vehicle technology and its impacts to society: Interdisciplinary approach based on traffic engineering and transportation economics

2017.4 - 2019.3

Japan Society for the Promotion of Science  KAKENHI Grant-in-Aid for Challenging Research (Exploratory) 

Daisuke Fukuda

Development and Validation of Dynamical Traffic Flow Model Considering Inter-vehicle Heterogeneity

2016.4 - 2020.3

Japan Society for the Promotion of Science  KAKENHI Grant-in-Aid for Young Scientists (B) 

Toru Seo

Road network traffic estimation using information from on-vehicle cameras of probe vehicles

2014.4 - 2016.3

Japan Society for the Promotion of Science  KAKENHI Grant-in-Aid for JSPS Fellows 

Toru Seo