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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)  
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:4/0  |  Submit date:2021/04/25
indoor trajectory similarity  semantic similarity  edit distance  indoor positioning data  indoor walking distance  
Large-scale baseflow index prediction using hydrological modelling, linear and multilevel regression approaches 期刊论文
JOURNAL OF HYDROLOGY, 2020, 卷号: 585, 页码: 14
Authors:  Zhang, Junlong;  Zhang, Yongqiang;  Song, Jinxi;  Cheng, Lei;  Paul, Pranesh Kumar;  Gan, Rong;  Shi, Xiaogang;  Luo, Zhongkui;  Zhao, Panpan
Favorite  |  View/Download:3/0  |  Submit date:2021/07/09
Baseflow separation  BFI  Multilevel regression  Hydrological models  Linear regression  
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:17/0  |  Submit date:2020/05/19
Association rule  data mining  indoor trajectory  network embedding  
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  
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  
A New Method for Measuring Topological Structure Similarity between Complex Trajectories 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 10, 页码: 1836-1848
Authors:  Wang, Huimeng;  Du, Yunyan;  Yi, Jiawei;  Sun, Yong;  Liang, Fuyuan
Favorite  |  View/Download:15/0  |  Submit date:2020/03/23
Complex trajectories  topological structure  graph isomorphism  similarity  ocean eddies  
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:12/0  |  Submit date:2020/05/19
Trajectory reconstruction  Mobile phone data  Missing data patterns  Data partitioning  Machine learning  
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  
Semantic-Geographic Trajectory Pattern Mining Based on a New Similarity Measurement 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2017, 卷号: 6, 期号: 7, 页码: 18
Authors:  Wan, You;  Zhou, Chenghu;  Pei, Tao
Favorite  |  View/Download:17/0  |  Submit date:2019/09/25
trajectory pattern  semantic similarity  geographic similarity  pattern mining  clustering