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Predicting future locations of moving objects with deep fuzzy-LSTM networks 期刊论文
TRANSPORTMETRICA A-TRANSPORT SCIENCE, 2020, 卷号: 16, 期号: 1, 页码: 119-136
Authors:  Li, Mingxiao;  Lu, Feng;  Zhang, Hengcai;  Chen, Jie
Favorite  |  View/Download:0/0  |  Submit date:2020/05/19
Location prediction  fuzzy space partition  mobile phone data  trajectory data mining  deep learning  
Population Distributions of Age Groups and Their Influencing Factors Based on Mobile Phone Location Data: A Case Study of Beijing, China 期刊论文
SUSTAINABILITY, 2019, 卷号: 11, 期号: 24, 页码: 19
Authors:  Wang, Wenlai;  Pei, Tao;  Chen, Jie;  Song, Ci;  Wang, Xi;  Shu, Hua;  Ma, Ting;  Du, Yunyan
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population distribution  age groups  influencing factors  mobile phone location data  
Dynamic Estimation of Individual Exposure Levels to Air Pollution Using Trajectories Reconstructed from Mobile Phone Data 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2019, 卷号: 16, 期号: 22, 页码: 20
Authors:  Li, Mingxiao;  Gao, Song;  Lu, Feng;  Tong, Huan;  Zhang, Hengcai
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individual exposure estimation  air pollution  trajectory reconstruction  human mobility  mobile phone sensor  
Reconstruction of human movement trajectories from large-scale low-frequency mobile phone data 期刊论文
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2019, 卷号: 77, 页码: 10
Authors:  Li, Mingxiao;  Gao, Song;  Lu, Feng;  Zhang, Hengcai
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Trajectory reconstruction  Mobile phone data  Missing data patterns  Data partitioning  Machine learning  
Measuring the vibrancy of urban neighborhoods using mobile phone data with an improved PageRank algorithm 期刊论文
TRANSACTIONS IN GIS, 2019, 卷号: 23, 期号: 2, 页码: 241-258
Authors:  Jia, Chen;  Du, Yunyan;  Wang, Siying;  Bai, Tianyang;  Fei, Teng
Favorite  |  View/Download:6/0  |  Submit date:2019/09/24
Understanding geographical patterns of a city's diurnal rhythm from aggregate data of location-aware services 期刊论文
TRANSACTIONS IN GIS, 2019, 卷号: 23, 期号: 1, 页码: 104-117
Authors:  Ma, Ting;  Pei, Tao;  Song, Ci;  Liu, Yaxi;  Du, Yunyan;  Liao, Xiaohan
Favorite  |  View/Download:12/0  |  Submit date:2019/05/22
Estimation of urban crowd flux based on mobile phone location data: A case study of Beijing, China 期刊论文
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2018, 卷号: 69, 页码: 114-123
Authors:  Fan, Zide;  Pei, Tao;  Ma, Ting;  Du, Yunyan;  Song, Ci;  Liu, Zhang;  Zhou, Chenghu
Favorite  |  View/Download:16/0  |  Submit date:2019/05/30
Crowd flux estimation  Mobile phone location data  Trajectory reconstruction  Urban dynamics  
京津冀城市群空间联系强度研究 学位论文
硕士, 北京: 中国科学院研究生院, 2017
Authors:  于晓华
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城市内部出行OD的语义增强及结果分析 学位论文
硕士, 北京: 中国科学院研究生院, 2017
Authors:  李奥勇
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基于HBase的室内移动对象管理与分析 学位论文
硕士, 北京: 中国科学院研究生院, 2017
Authors:  张得群
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