LI PEIRAN (PEIRAN LI) - マイポータル

基本情報

所属: 東京大学大学院情報学環・学際情報学府特任研究員

J-GLOBAL ID: 202401003919973093
researchmap会員ID: R000075928

研究キーワード

携帯電話ＧＰＳビッグデータ

研究分野

経歴

2023年4月 - 現在

東京大学, 大学院情報学環・学際情報学府, 特任研究員
2022年10月 - 2023年3月

東京大学, 空間情報科学研究センター, 特任研究員

学歴

2019年9月 - 2022年9月

東京大学, 大学院新領域創成科学研究科

論文

GeoAvatar: A big mobile phone positioning data-driven method for individualized pseudo personal mobility data generation

Peiran Li, Haoran Zhang, Wenjing Li, Dou Huang, Zhiling Guo, Jinyu Chen, Junxiang Zhang, Xuan Song, Pengjun Zhao, Jinyue Yan …

Computers, Environment and Urban Systems 119 102252-102252 2025年7月
Multi-label classification for multi-temporal, multi-spatial coral reef condition monitoring using vision foundation model with adapter learning.

Xinlei Shao, Hongruixuan Chen, Fan Zhao, Kirsty Magson, Jundong Chen 0002, Peiran Li, Jiaqi Wang, Jun Sasaki

CoRR abs/2503.23012 2025年3月
Utilizing mobile phone big data to simulate the impact of park boundary openness on the accessibility

Wenjing Li, Haoran Zhang, Wenzhou Liu, Jinyu Chen, Peiran Li, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki

Cities 156 105547-105547 2025年1月
Promoting sustainable solar-energy development in harmony with global threatened bird ranges

Haoran Zhang, Pengjun Zhao, Wenqian Zhang, Zhenzhong Zeng, Yegang Wu, Peiran Li, Mingkun Jiang, Liqiao Huang, Steven M. Bartell, Weidong Liu …

Nexus 1(2) 100017-100017 2024年6月
Mutual adaptation: Learning from prototype for time-series prediction

Jinyu Chen, Xiaodan Shi, Haoran Zhang, Wenjing Li, Peiran Li, Yuhao Yao, Xuan Song, Ryosuke Shibasaki

IEEE Transactions on Artificial Intelligence 5(3) 1247-1262 2024年3月1日
Accurate and generalizable photovoltaic panel segmentation using deep learning for imbalanced datasets

Zhiling Guo, Zhan Zhuang, Hongjun Tan, Zhengguang Liu, Peiran Li, Zhengyuan Lin, Wen Long Shang, Haoran Zhang, Jinyue Yan

Renewable Energy 219 2023年12月
IIoT Based Trustworthy Demographic Dynamics Tracking with Advanced Bayesian Learning

Peiran Li, Haoran Zhang, Wenjing Li, Keping Yu, Ali Kashif Bashir, Ahmad Ali Alzubi, Jinyu Chen, Xuan Song, Ryosuke Shibasaki

IEEE Transactions on Network Science and Engineering 10(5) 2745-2754 2023年9月1日
Using mobile phone big data to identify inequity of aging groups in transit-oriented development station usage: A case of Tokyo

Zhiheng Chen, Peiran Li, Yan Xiu Jin, Shreyas Bharule, Ning Jia, Wenjing Li, Xuan Song, Ryosuke Shibasaki, Haoran Zhang

Transport Policy 132 65-75 2023年3月
Metagraph-Based Life Pattern Clustering with Big Human Mobility Data

Wenjing Li, Haoran Zhang, Jinyu Chen, Peiran Li, Yuhao Yao, Xiaodan Shi, Mariko Shibasaki, Hill Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki

IEEE Transactions on Big Data 9(1) 227-240 2023年2月1日
Understanding railway usage behavior with ten million GPS records

Yanxiu Jin, Peiran Li, Zhiheng Chen, Shreyas Bharule, Ning Jia, Jinyu Chen, Xuan Song, Ryosuke Shibasaki, Haoran Zhang

Cities 133 2023年2月
A Dual-Flow Attentive Network With Feature Crossing for Chained Trip Purpose Inference

Suxing Lyu, Tianyang Han, Peiran Li, Xingyu Luo, Takahiko Kusakabe

IEEE Transactions on Intelligent Transportation Systems 24(1) 631-644 2023年1月1日
Trajectory super-resolution methods

Xudong Shen, Dou Huang, Peiran Li, Ning Xu

Handbook of Mobility Data Mining: Volume 1: Data Preprocessing and Visualization 1 139-156 2023年1月1日
User demographic characteristics inference based on big GPS trajectory data

Peiran Li, Haoran Zhang, Wenjing Li, Jinyu Chen, Junxiang Zhang, Xuan Song, Ryosuke Shibasaki

Handbook of Mobility Data Mining: Volume 2: Mobility Analytics and Prediction 2 75-93 2023年1月1日
MobCovid: Confirmed Cases Dynamics Driven Time Series Prediction of Crowd in Urban Hotspot

Jinyu Chen, Xiaodan Shi, Haoran Zhang, Wenjing Li, Peiran Li, Yuhao Yao, Satoshi Miyazawa, Xuan Song, Ryosuke Shibasaki

IEEE Transactions on Neural Networks and Learning Systems 2023年
Investigation on the Relationship between Population Density and Satellite Image Features-a Deep Learning Based Approach

Junxiang Zhang, Peiran Li, Haoran Zhang, Xuan Song

Journal of Geodesy and Geoinformation Science 5(4) 50-58 2022年12月20日
Using mobile phone big data to identify inequity of artificial light at night exposure: A case study in Tokyo

Zhiheng Chen, Peiran Li, Yanxiu Jin, Yuan Jin, Jinyu Chen, Wenjing Li, Xuan Song, Ryusuki Shibasaki, Min Chen, Da Yan …

Cities 128 2022年9月
Roadmap to hydrogen society of Tokyo: Locating priority of hydrogen facilities based on multiple big data fusion

Jinyu Chen, Qiong Zhang, Ning Xu, Wenjing Li, Yuhao Yao, Peiran Li, Qing Yu, Chuang Wen, Xuan Song, Ryosuke Shibasaki …

Applied Energy 313 2022年5月1日
Epidemic versus economic performances of the COVID-19 lockdown: A big data driven analysis

Haoran Zhang, Peiran Li, Zhiwen Zhang, Wenjing Li, Jinyu Chen, Xuan Song, Ryosuke Shibasaki, Jinyue Yan

Cities 120 2022年1月
Understanding rooftop PV panel semantic segmentation of satellite and aerial images for better using machine learning

Peiran Li, Haoran Zhang, Zhiling Guo, Suxing Lyu, Jinyu Chen, Wenjing Li, Xuan Song, Ryosuke Shibasaki, Jinyue Yan

Advances in Applied Energy 4 2021年11月19日
National level assessment of using existing airport infrastructures for photovoltaic deployment

Mingkun Jiang, Lingfei Qi, Ziyi Yu, Dadi Wu, Pengfei Si, Peiran Li, Wendong Wei, Xinhai Yu, Jinyue Yan

Applied Energy 298 2021年9月15日

もっとみる

MISC

GeoAvatar：疑似モビリティを生成するためのマルチモーダル

Peiran. Li, Haoran. Zhang, Wenjing. Li, Dou. Huang, Jinyu. Chen, Xuan. Song, Shibasaki. Ryosuke, Koshizuka. Noboru

2024年10月筆頭著者

共同研究・競争的資金等の研究課題

Big mobile phone GPS data driven pseudo individual life-pattern generation

Japan Society for the Promotion of Science Grants-in-Aid for Scientific Research Grant-in-Aid for Early-Career Scientists 2024年4月 - 2026年3月

LI PEIRAN

基本情報

研究キーワード

研究分野

経歴

学歴

論文

MISC

共同研究・競争的資金等の研究課題

メニュー

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