Rchr
J-GLOBAL ID：202201012950051263
Update date: Feb. 01, 2024
Pang Yanbo
ホウ イワヒロ | Pang Yanbo
Affiliation and department：
Research field (1)：
Civil engineering (planning and transportation)
Research keywords (4)：
Spatial Information Science
, agent-based simulation
, reinforcement learning
, People flow
Research theme for competitive and other funds (1)：
- 2021 - 2024 人間参加型人の流れシミュレーションの構築
Papers (11)：
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Aayush Tewari, Yanbo Pang, Yoshihide Sekimoto. Uncertainty of Traffic Congestion Estimation using Nationwide Pseudo Trip Data and Agent-based Simulation. 2022
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Mingfei Cai, Yanbo Pang, Takehiro Kashiyama, Yoshihide Sekimoto. Attention Based Grid Representation Learning for Predicting Origin-Destination Flow. IEEE BigData ’22. 2022
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Yanbo Pang, Yoshihide Sekimoto. Deep Learning for Destination Choice Modeling: A Fundamental Approach for National Level People Flow Reconstruction. IEEE BigData 2022. 2022
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Takehiro Kashiyama, Yanbo Pang, Yoshihide Sekimoto, Takahiro Yabe. Pseudo-PFLOW: Development of nationwide synthetic open dataset for people movement based on limited travel survey and open statistical data. CoRR. 2022. abs/2205.00657
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Mingfei Cai, Yanbo Pang, Takehiro Kashiyama, Yoshihide Sekimoto. Simulating Human Mobility with Agent-based Modeling and Particle Filter Following Mobile Spatial Statistics. SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems(SIGSPATIAL/GIS). 2021. 411-414
ｍore...
MISC (5)：
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澁谷 遊野, Yanbo Pang, 関本 義秀. シナリオに基づく擬似人流生成のためのシミュレーション基盤の構築. 第31回地理情報システム学会. 2022
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Yanbo Pang, 樫山武浩, 関本義秀. 全国擬似人流データの提供と評価. 第31回地理情報システム学会. 2022
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樫山武浩, PANG Yanbo, 関本義秀. Development of nationwide synthetic people flow data based on agent model and statistical data. 地理情報システム学会講演論文集(CD-ROM). 2021. 30
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樫山武浩, PANG Yanbo, 関本義秀. Development of prefecture-level people flow data. 地理情報システム学会講演論文集(CD-ROM). 2020. 29
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PANG Yanbo, 樫山武浩, 関本義秀. 強化学習に基づく人の流れシミュレーションフレームワークの構築. 地理情報システム学会講演論文集(CD-ROM). 2019. 28
Education (3)：
- 2016 - 2019 The University of Tokyo The Graduate School of Engineering Department of Civil Engineering
- 2014 - 2016 Kyoto University Graduate School of Human and Environmental Studies Department of Human Coexistence
- 2008 - 2012 East China Normal University
Professional career (1)：
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