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Identification of Spoofing Ships from Automatic Identification System Data via Trajectory Segmentation and Isolation Forest 期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 8, 页码: 22
作者:  Zheng, Hailin;  Hu, Qinyou;  Yang, Chun;  Mei, Qiang;  Wang, Peng;  Li, Kelong
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
automatic identification system  spoofing ship  missing points  jumping points  trajectory segmentation  isolation forest  
Big data-driven carbon emission traceability list and characteristics of ships in maritime transportation-a case study of Tianjin Port 期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 页码: 17
作者:  Wang, Peng;  Hu, Qinyou;  Xie, Wenxin;  Wu, Lin;  Wang, Fei;  Mei, Qiang
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Marine environment protection  Ship pollutants  Automatic identification system (AIS)  Data mining  
Transfer Learning for Region-Wide Trajectory Outlier Detection 期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 97001-97013
作者:  Su, Yueyang;  Yao, Di;  Tian, Tian;  Bi, Jingping
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Trajectory outlier detection  transfer learning  VAE  spatial-temporal data  trajectory data mining  
Exploring the Risky Travel Area and Behavior of Car-hailing Service 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2022, 卷号: 13, 期号: 1, 页码: 22
作者:  Niu, Hongting;  Zhu, Hengshu;  Sun, Ying;  Lu, Xinjiang;  Sun, Jing;  Zhao, Zhiyuan;  Xiong, Hui;  Lang, Bo
收藏  |  浏览/下载:19/0  |  提交时间:2022/12/07
Risk analysis  fraud detection  bipartite graph optimization  order sequence syndrome  anomaly detection  
Fine-Grained Trajectory-Based Travel Time Estimation for Multi-City Scenarios Based on Deep Meta-Learning 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 13
作者:  Wang, Chenxing;  Zhao, Fang;  Zhang, Haichao;  Luo, Haiyong;  Qin, Yanjun;  Fang, Yuchen
收藏  |  浏览/下载:19/0  |  提交时间:2022/12/07
Estimation  Trajectory  Task analysis  Urban areas  Roads  Data models  Global Positioning System  Spatial-temporal data mining  travel time estimation  meta learning  deep learning  
Identifying Port Calls of Ships by Uncertain Reasoning with Trajectory Data 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 12, 页码: 13
作者:  Wu, Lin;  Xu, Yongjun;  Wang, Fei
收藏  |  浏览/下载:37/0  |  提交时间:2021/12/01
uncertainty reasoning  port mining  automatic identification system  origin-destination  trajectory data  
Multi-Aspect Embedding for Attribute-Aware Trajectories 期刊论文
SYMMETRY-BASEL, 2019, 卷号: 11, 期号: 9, 页码: 17
作者:  Boonchoo, Thapana;  Ao, Xiang;  He, Qing
收藏  |  浏览/下载:73/0  |  提交时间:2019/12/10
trajectory similarity computation  multi-aspect embedding  representation learning  
Variable-Based Spatiotemporal Trajectory Data Visualization Illustrated 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 143646-143672
作者:  He, Jing;  Chen, Haonan;  Chen, Yijin;  Tang, Xinming;  Zou, Yebin
收藏  |  浏览/下载:31/0  |  提交时间:2020/12/10
Visualization  trajectory data  spatiotemporal data  attribute  multivariate trajectory  
Rationality Analytics from Trajectories 期刊论文
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2015, 卷号: 10, 期号: 1, 页码: 22
作者:  Liu, Siyuan;  Qu, Qiang;  Wang, Shuhui
收藏  |  浏览/下载:38/0  |  提交时间:2019/12/13
Design  Algorithms  Performance  Rationality analytics  trajectory  decision model