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Assessment of the Dynamic Exposure to PM2.5 Based on Hourly Cell Phone Location and Land Use Regression Model in Beijing
期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 卷号: 18, 期号: 11, 页码: 14
作者:
Liu, Junli
;
Cai, Panli
;
Dong, Jin
;
Wang, Junshun
;
Li, Runkui
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2021/08/19
cell phone
activity pattern
exposure assessment
fine particulate matter
land use regression model
Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2021, 页码: 28
作者:
Li, Mingxiao
;
Gao, Song
;
Lu, Feng
;
Liu, Kang
;
Zhang, Hengcai
收藏
  |  
浏览/下载:62/0
  |  
提交时间:2021/06/10
Human activity intensity prediction
graph convolutional networks
social interaction
mobile phone data
human mobility
Using Mobile Phone Data to Examine Point-of-Interest Urban Mobility
期刊论文
JOURNAL OF URBAN TECHNOLOGY, 2021, 页码: 16
作者:
Chen, Hao
;
Song, Xianfeng
;
Xu, Changhui
;
Zhang, Xiaoping
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/04/25
Mobility pattern
appearance probability estimation
frequent location detection
population classification
radius of gyration
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
作者:
Li, Mingxiao
;
Lu, Feng
;
Zhang, Hengcai
;
Chen, Jie
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/05/19
Location prediction
fuzzy space partition
mobile phone data
trajectory data mining
deep learning
An enhanced model for evacuation vulnerability assessment in urban areas
期刊论文
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2020, 卷号: 84, 页码: 12
作者:
Chen, Jie
;
Pei, Tao
;
Li, Mingxiao
;
Song, Ci
;
Ma, Ting
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2021/03/16
Fine-grained
Evacuation vulnerability
Critical cluster model
Mobile phone data
Shanghai
Effects of Data Preprocessing Methods on Addressing Location Uncertainty in Mobile Signaling Data
期刊论文
ANNALS OF THE AMERICAN ASSOCIATION OF GEOGRAPHERS, 2020, 页码: 25
作者:
Xu, Yang
;
Li, Xinyu
;
Shaw, Shih-Lung
;
Lu, Feng
;
Yin, Ling
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2021/03/18
human mobility
mobile phone data
uncertainty
veracity
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
作者:
Wang, Wenlai
;
Pei, Tao
;
Chen, Jie
;
Song, Ci
;
Wang, Xi
收藏
  |  
浏览/下载:104/0
  |  
提交时间: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
作者:
Li, Mingxiao
;
Gao, Song
;
Lu, Feng
;
Tong, Huan
;
Zhang, Hengcai
收藏
  |  
浏览/下载:7/0
  |  
提交时间: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
作者:
Li, Mingxiao
;
Gao, Song
;
Lu, Feng
;
Zhang, Hengcai
收藏
  |  
浏览/下载:5/0
  |  
提交时间: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
作者:
Jia, Chen
;
Du, Yunyan
;
Wang, Siying
;
Bai, Tianyang
;
Fei, Teng
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  |  
浏览/下载:41/0
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提交时间:2019/09/24
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