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Knowledge Distillation for Travel Time Estimation 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 12
作者:  Zhang, Haichao;  Zhao, Fang;  Wang, Chenxing;  Luo, Haiyong;  Xiong, Haoyu;  Fang, Yuchen
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Computational modeling  Trajectory  Roads  Global Positioning System  Predictive models  Estimation  Context modeling  Spatial-travel time estimation  temporal data mining  knowledge distillation  deep learning  
Sensitive Data Privacy Protection of Carrier in Intelligent Logistics System 期刊论文
SYMMETRY-BASEL, 2024, 卷号: 16, 期号: 1, 页码: 29
作者:  Yao, Zhengyi;  Tan, Liang;  Yi, Junhao;  Fu, Luxia;  Zhang, Zhuang;  Tan, Xinghong;  Xie, Jingxue;  She, Kun;  Yang, Peng;  Wu, Wanjing;  Ye, Danlian;  Yu, Ziyuan
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
data privacy  location privacy  smart logistics platform  privacy protection  
Maritime greenhouse gas emission estimation and forecasting through AIS data analytics: a case study of Tianjin port in the context of sustainable development 期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 17
作者:  Xie, Wenxin;  Li, Yong;  Yang, Yang;  Wang, Peng;  Wang, Zhishan;  Li, Zhaoxuan;  Mei, Qiang;  Sun, Yaqi
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
greenhouse gas  emission inventory  AIS  transformer  emission prediction  
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  
Research on the carbon emissions traceability inventory and multi-horizon prediction of ship carbon emissions: a case study of Tianjin Port 期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 19
作者:  Li, Yong;  Xie, Wenxin;  Yang, Yang;  Mei, Qiang;  Wang, Zhishan;  Li, Zhaoxuan;  Wang, Peng
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
ship pollutant  carbon emissions inventory  Tianjin Port  AIS  transformer  forecast CO2 emissions  
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  
Spatial-temporal fusion graph framework for trajectory similarity computation 期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2022, 页码: 23
作者:  Zhou, Silin;  Han, Peng;  Yao, Di;  Chen, Lisi;  Zhang, Xiangliang
收藏  |  浏览/下载：23/0  |  提交时间：2022/12/07
Trajectory  Similarity search  Spatial network  Deep learning  Spatio-temporal  
Predicting Human Mobility With Semantic Motivation via Multi-Task Attentional Recurrent Networks 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 5, 页码: 2360-2374
作者:  Feng, Jie;  Li, Yong;  Yang, Zeyu;  Qiu, Qiang;  Jin, Depeng
收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07
Trajectory  Semantics  Predictive models  Task analysis  Recurrent neural networks  Adaptation models  Context modeling  Neural network  attention  human mobility  
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