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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  
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
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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
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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
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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  
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
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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
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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
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Oil price  Maritime network structure  Traffic flow changes  Automatic identification system  Granger causality test  Vector autoregressive method  
基于移动对象轨迹的室内导航网络构建方法 期刊论文
地球信息科学学报, 2019, 卷号: 021, 期号: 005, 页码: 631
Authors:  傅梦颖;  张恒才;  王培晓;  吴升;  陆锋
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stcfsfdp快速搜索密度峰值的时空聚类算法 期刊论文
测绘学报, 2019, 卷号: 048, 期号: 011, 页码: 1380
Authors:  王培晓;  张恒才;  王海波;  吴升
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