Mingxiao Li
Mingxiao Li
Ph.D candidate of University of Chinese Academy of Sciences
Verified email at
Cited by
Cited by
Multiscale dynamic human mobility flow dataset in the US during the COVID-19 epidemic
Y Kang, S Gao, Y Liang, M Li, J Rao, J Kruse
Scientific data 7 (1), 1-13, 2020
A ST-CRF map-matching method for low-frequency floating car data
X Liu, K Liu, M Li, F Lu
IEEE Transactions on Intelligent Transportation Systems 18 (5), 1241-1254, 2016
Reconstruction of human movement trajectories from large-scale low-frequency mobile phone data
M Li, S Gao, F Lu, H Zhang
Computers, Environment and Urban Systems 77, 101346, 2019
Fine-grained prediction of urban population using mobile phone location data
J Chen, T Pei, SL Shaw, F Lu, M Li, S Cheng, X Liu, H Zhang
International Journal of Geographical Information Science 32 (9), 1770-1786, 2018
Predicting future locations of moving objects with deep fuzzy-LSTM networks
M Li, F Lu, H Zhang, J Chen
Transportmetrica A: Transport Science 16 (1), 119-136, 2020
Predicting the spatiotemporal legality of on-street parking using open data and machine learning
S Gao, M Li, Y Liang, J Marks, Y Kang, M Li
Annals of GIS 25 (4), 299-312, 2019
Dynamic estimation of individual exposure levels to air pollution using trajectories reconstructed from mobile phone data
M Li, S Gao, F Lu, H Tong, H Zhang
International journal of environmental research and public health 16 (22), 4522, 2019
An enhanced model for evacuation vulnerability assessment in urban areas
J Chen, T Pei, M Li, C Song, T Ma, F Lu, SL Shaw
Computers, Environment and Urban Systems 84, 101540, 2020
Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks
M Li, S Gao, F Lu, K Liu, H Zhang, W Tu
International Journal of Geographical Information Science 35 (12), 2489-2516, 2021
李明晓, 张琱~, 仇培元, 程诗奋, 陈洁, 陆锋
测绘学报, 2018
Optimization on arrangement of precaution areas serving for ships’ routeing in the Taiwan strait based on massive AIS data
J Chen, F Lu, M Li, P Huang, X Liu, Q Mei
International Conference on Data Mining and Big Data, 123-133, 2016
A privacy‐preserving framework for location recommendation using decentralized collaborative machine learning
J Rao, S Gao, M Li, Q Huang
Transactions in GIS 25 (3), 1153-1175, 2021
Fine-grained dynamic population mapping method based on large-scale sparse mobile phone data
M Li, H Zhang, J Chen
2019 20th IEEE International Conference on Mobile Data Management (MDM), 473-478, 2019
陈金海, 陆锋, 李明晓
地球信息科学学报 17 (10), 1196-1206, 2015
A data-driven approach to understanding and predicting the spatiotemporal availability of street parking
M Li, S Gao, Y Liang, J Marks, Y Kang, M Li
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances …, 2019
陈丽娜, 吴升, 陈洁, 李明晓, 陆锋
地球信息科学学报 20 (4), 523-531, 2018
李明晓, 陈洁, 张琱~, 仇培元, 刘康, 陆锋
地球信息科学学报 19 (6), 800-807, 2017
A holistic framework of geographical semantic web aligning
L Yu, X Liu, M Li, P Peng, F Lu
Proceedings of the 10th Workshop on Geographic Information Retrieval, 1-10, 2016
Coupling graph deep learning and spatial-temporal influence of built environment for short-term bus travel demand prediction
T Zhao, Z Huang, W Tu, B He, R Cao, J Cao, M Li
Computers, Environment and Urban Systems 94, 101776, 2022
Automatic urban road network extraction from massive GPS trajectories of taxis
S Gao, M Li, J Rao, G Mai, T Prestby, J Marks, Y Hu
Handbook of Big Geospatial Data, 261-283, 2021
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