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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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Location prediction  fuzzy space partition  mobile phone data  trajectory data mining  deep learning  
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
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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
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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
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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
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Spatiotemporal interpolation  spatiotemporal dependence  lightweight ensemble  extreme learning machine  
Investigating urban metro stations as cognitive places in cities using points of interest 期刊论文
CITIES, 2020, 卷号: 97, 页码: 13
Authors:  Liu, Kang;  Qiu, Peiyuan;  Gao, Song;  Lu, Feng;  Jiang, Jincheng;  Yin, Ling
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Metro station  Cognitive region  Place  Point of interest  Web page  TF-IDF  
Spatiotemporal evolution pattern detection for heavy-duty diesel truck emissions using trajectory mining: A case study of Tianjin, China 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 244, 页码: 17
Authors:  Cheng, Shifen;  Zhang, Beibei;  Peng, Peng;  Yang, Zhenzhen;  Lu, Feng
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Heavy-duty diesel trucks  Transport emission  Trajectory mining  Spatiotemporal cube  Spatiotemporal evolution pattern  
Spatial Characteristics and Factor Analysis of Pollution Emission from Heavy-Duty Diesel Trucks in the Beijing-Tianjin-Hebei Region, China 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2019, 卷号: 16, 期号: 24, 页码: 16
Authors:  Zhang, Beibei;  Wu, Sheng;  Cheng, Shifen;  Lu, Feng;  Peng, Peng
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heavy-duty diesel trucks  socioeconomic factors  spatial autocorrelation characteristic  spatial econometric model  geographical detector technique  
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  
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
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indoor location prediction  sequence similarity  similar user clustering  indoor movement trajectory