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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:5/0  |  Submit date:2021/06/10
Human activity intensity prediction  graph convolutional networks  social interaction  mobile phone data  human mobility  
An unsupervised learning method with convolutional auto-encoder for vessel trajectory similarity computation 期刊论文
OCEAN ENGINEERING, 2021, 卷号: 225, 页码: 16
Authors:  Liang, Maohan;  Liu, Ryan Wen;  Li, Shichen;  Xiao, Zhe;  Liu, Xin;  Lu, Feng
Favorite  |  View/Download:30/0  |  Submit date:2021/06/10
Automatic identification system (AIS)  Trajectory similarity  Trajectory clustering  Convolutional neural network (CNN)  Convolutional auto-encoder (CAE)  
Mapping the global liquefied natural gas trade network: A perspective of maritime transportation 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2021, 卷号: 283, 页码: 9
Authors:  Peng, Peng;  Lu, Feng;  Cheng, Shifen;  Yang, Yu
Favorite  |  View/Download:13/0  |  Submit date:2021/03/15
Liquefied natural gas trade  Vessel trajectory data  Complex network  Hub port  Trading community  Trade pattern  
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:68/0  |  Submit date: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
Authors:  Chen, Jie;  Pei, Tao;  Li, Mingxiao;  Song, Ci;  Ma, Ting;  Lu, Feng;  Shaw, Shih-Lung
Favorite  |  View/Download:9/0  |  Submit date: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
Authors:  Xu, Yang;  Li, Xinyu;  Shaw, Shih-Lung;  Lu, Feng;  Yin, Ling;  Chen, Bi Yu
Favorite  |  View/Download:6/0  |  Submit date:2021/03/18
human mobility  mobile phone data  uncertainty  veracity  
Characterizing the global liquefied petroleum gas trading community using mass vessel trajectory data 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 252, 页码: 9
Authors:  Peng, Peng;  Cheng, Shifen;  Lu, Feng
Favorite  |  View/Download:14/0  |  Submit date:2020/05/19
Liquefied petroleum gas  Vessel trajectory data  Complex network  Trading community  Multiple transshipments  
Visualizing and exploring POI configurations of urban regions on POI-type semantic space 期刊论文
CITIES, 2020, 卷号: 99, 页码: 10
Authors:  Liu, Kang;  Yin, Ling;  Lu, Feng;  Mou, Naixia
Favorite  |  View/Download:14/0  |  Submit date:2020/05/19
Point of interest  Urban region  POI configuration  Semantic space  Word embedding  Visualization  
A high-resolution emissions inventory and its spatiotemporal pattern variations for heavy-duty diesel trucks in Beijing, China 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 250, 页码: 14
Authors:  Cheng, Shifen;  Lu, Feng;  Peng, Peng
Favorite  |  View/Download:20/0  |  Submit date:2020/05/19
Heavy-duty diesel trucks  Traffic emissions  Vehicle emissions inventory  Spatiotemporal patterns  
A lightweight ensemble spatiotemporal interpolation model for geospatial data 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2020, 页码: 24
Authors:  Cheng, Shifen;  Peng, Peng;  Lu, Feng
Favorite  |  View/Download:12/0  |  Submit date:2020/05/19
Spatiotemporal interpolation  spatiotemporal dependence  lightweight ensemble  extreme learning machine