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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:26/0  |  Submit date:2021/06/10
Automatic identification system (AIS)  Trajectory similarity  Trajectory clustering  Convolutional neural network (CNN)  Convolutional auto-encoder (CAE)  
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:4/0  |  Submit date:2021/06/10
indoor space  navigation graph  low-frequency trajectory  location-based services  
A New Approach to Measuring the Similarity of Indoor Semantic Trajectories 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 卷号: 10, 期号: 2, 页码: 19
Authors:  Zhu, Jin;  Cheng, Dayu;  Zhang, Weiwei;  Song, Ci;  Chen, Jie;  Pei, Tao
Favorite  |  View/Download:5/0  |  Submit date:2021/04/25
indoor trajectory similarity  semantic similarity  edit distance  indoor positioning data  indoor walking distance  
Clustering Complex Trajectories Based on Topologic Similarity and Spatial Proximity: A Case Study of the Mesoscale Ocean Eddies in the South China Sea 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 12, 页码: 18
Authors:  Wang, Huimeng;  Du, Yunyan;  Sun, Yong;  Liang, Fuyuan;  Yi, Jiawei;  Wang, Nan
Favorite  |  View/Download:12/0  |  Submit date:2020/05/19
complex trajectory  graph matching  topological similarity  spatial proximity  hierarchical clustering  mesoscale eddies  
E-Commerce Adoption and the Dynamics of the SMEs Cluster: Evidence from Zhili Children's Garment Town, China 期刊论文
CHINA REVIEW-AN INTERDISCIPLINARY JOURNAL ON GREATER CHINA, 2019, 卷号: 19, 期号: 4, 页码: 125-150
Authors:  Wang, Cassandra C.;  Zhang, Tianshu;  Song, Zhouying
Favorite  |  View/Download:10/0  |  Submit date:2020/05/19
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:12/0  |  Submit date:2020/05/19
indoor location prediction  sequence similarity  similar user clustering  indoor movement trajectory  
Exploring urban taxi ridership and local associated factors using GPS data and geographically weighted regression 期刊论文
CITIES, 2019, 卷号: 87, 页码: 68-86
Authors:  Li, Bozhao;  Cai, Zhongliang;  Jiang, Lili;  Su, Shiliang;  Huang, Xinran
Favorite  |  View/Download:31/0  |  Submit date:2019/05/22
Taxi ridership  Taxi trajectory data  Urban mobility  GWR  Traffic source and sink places  
HiSpatialCluster: A novel high-performance software tool for clustering massive spatial points 期刊论文
TRANSACTIONS IN GIS, 2018, 卷号: 22, 期号: 5, 页码: 1275-1298
Authors:  Chen, Yiran;  Huang, Zhou;  Pei, Tao;  Liu, Yu
Favorite  |  View/Download:31/0  |  Submit date:2019/05/23
Stable sulfur isotope ratios and chemical compositions of fine aerosols (PM2.5) in Beijing, China 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 卷号: 633, 页码: 1156-1164
Authors:  Wei, Lianfang;  Yue, Siyao;  Zhao, Wanyu;  Yang, Wenyi;  Zhang, Yingjie;  Ren, Lujie;  Han, Xiaokun;  Guo, Qingjun;  Sun, Yele;  Wang, Zifa;  Fu, Pingqing
Favorite  |  View/Download:24/0  |  Submit date:2019/05/23
PM2.5  Sulfate  Sulfur isotope  Seasonal variation  Sources  
Mapping hourly dynamics of urban population using trajectories reconstructed from mobile phone records 期刊论文
TRANSACTIONS IN GIS, 2018, 卷号: 22, 期号: 2, 页码: 494-513
Authors:  Liu, Zhang;  Ma, Ting;  Du, Yunyan;  Pei, Tao;  Yi, Jiawei;  Peng, Hui
Favorite  |  View/Download:22/0  |  Submit date:2019/05/30