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中国科学院地理科学与资源研究所机构知识库
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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
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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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View/Download:11/0
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Submit date:2020/05/19
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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Submit date:2020/05/19
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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View/Download:11/0
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Submit date:2020/05/19
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
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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
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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
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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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Submit date:2017/10/19
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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View/Download:218/44
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Submit date:2017/11/20
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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View/Download:86/19
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Submit date:2017/11/20