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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
Authors:  Li, Mingxiao;  Gao, Song;  Lu, Feng;  Liu, Kang;  Zhang, Hengcai;  Tu, Wei
Favorite  |  View/Download:8/0  |  Submit date:2021/06/10
Human activity intensity prediction  graph convolutional networks  social interaction  mobile phone data  human mobility  
Automatic Construction of Indoor 3D Navigation Graph from Crowdsourcing Trajectories 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 卷号: 10, 期号: 3, 页码: 19
Authors:  Fu, Xin;  Zhang, Hengcai;  Wang, Peixiao
Favorite  |  View/Download:9/0  |  Submit date:2021/06/10
indoor space  navigation graph  low-frequency trajectory  location-based services  
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:69/0  |  Submit date:2020/05/19
Location prediction  fuzzy space partition  mobile phone data  trajectory data mining  deep learning  
Exploring spatio-temporal changes of city inbound tourism flow: The case of Shanghai, China 期刊论文
TOURISM MANAGEMENT, 2020, 卷号: 76, 页码: 14
Authors:  Mou, Naixia;  Yuan, Rongzheng;  Yang, Tengfei;  Zhang, Hengcai;  Tang, Jinwen (Jimmy);  Makkonen, Teemu
Favorite  |  View/Download:11/0  |  Submit date:2020/05/19
Inbound tourism flow  Spatio-temporal changes  Shanghai  Geotagged photo  Complex network  
Association Rule Mining Method Based on the Similarity Metric of Tuple-Relation in Indoor Environment 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 52041-52051
Authors:  Mou, Naixia;  Wang, Hongen;  Zhang, Hengcai;  Fu, Xin
Favorite  |  View/Download:19/0  |  Submit date:2020/05/19
Association rule  data mining  indoor trajectory  network embedding  
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
Favorite  |  View/Download:12/0  |  Submit date:2020/05/19
individual exposure estimation  air pollution  trajectory reconstruction  human mobility  mobile phone sensor  
Indoor Location Prediction Method for Shopping Malls Based on Location Sequence Similarity 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 11, 页码: 18
Authors:  Wang, Peixiao;  Wu, Sheng;  Zhang, Hengcai;  Lu, Feng
Favorite  |  View/Download:13/0  |  Submit date:2020/05/19
indoor location prediction  sequence similarity  similar user clustering  indoor movement trajectory  
The Impact of Slumping Oil Price on the Situation of Tanker Shipping along the Maritime Silk Road 期刊论文
SUSTAINABILITY, 2019, 卷号: 11, 期号: 17, 页码: 16
Authors:  Mou, Naixia;  Xie, Yanxin;  Yang, Tengfei;  Zhang, Hengcai;  Kim, Yoo Ri
Favorite  |  View/Download:14/0  |  Submit date:2020/05/19
Maritime Silk Road  oil price  tanker shipping situation  ARDL model  cargo flow  
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
Favorite  |  View/Download:15/0  |  Submit date:2020/05/19
Trajectory reconstruction  Mobile phone data  Missing data patterns  Data partitioning  Machine learning  
Impact of oil price fluctuations on tanker maritime network structure and traffic flow changes 期刊论文
APPLIED ENERGY, 2019, 卷号: 237, 页码: 390-403
Authors:  Yu, Hongchu;  Fang, Zhixiang;  Lu, Feng;  Murray, Alan T.;  Zhang, Hengcai;  Peng, Peng;  Mei, Qiang;  Chen, Jinhai
Favorite  |  View/Download:32/0  |  Submit date:2019/05/22
Oil price  Maritime network structure  Traffic flow changes  Automatic identification system  Granger causality test  Vector autoregressive method