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Mingxiao Li
Mingxiao Li
Ph.D candidate of University of Chinese Academy of Sciences
Verified email at lreis.ac.cn
Title
Cited by
Cited by
Year
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
942020
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
722016
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
452019
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
452018
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
302020
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
222019
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
192019
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
62020
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
52021
一种基于模糊长短期神经网络的移动对象轨迹预测算法
李明晓, 张恒才, 仇培元, 程诗奋, 陈洁, 陆锋
测绘学报, 2018
52018
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
52016
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
42021
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
42019
海上主航迹带边界统计推断与海西航路警戒区布局优化分析
陈金海, 陆锋, 李明晓
地球信息科学学报 17 (10), 1196-1206, 2015
42015
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
32019
基于手机定位数据的城市人口分布近实时预测
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
32018
上海市精细时空尺度人口分布估计与特征分析
李明晓, 陈洁, 张恒才, 仇培元, 刘康, 陆锋
地球信息科学学报 19 (6), 800-807, 2017
32017
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
32016
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
12022
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
12021
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