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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：0/0  |  提交时间：2024/05/20
greenhouse gas  emission inventory  AIS  transformer  emission prediction  
Deep spatial-temporal travel time prediction model based on trajectory feature 期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2023, 卷号: 110, 页码: 12
作者:  Sheng, Zhaoyu;  Lv, Zhiqiang;  Li, Jianbo;  Xu, Zhihao
收藏  |  浏览/下载：6/0  |  提交时间：2023/12/04
Travel time prediction  Trajectory feature  Traffic condition  Spatial correlation  Temporal dependence  
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：6/0  |  提交时间：2023/12/04
ship pollutant  carbon emissions inventory  Tianjin Port  AIS  transformer  forecast CO2 emissions  
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：23/0  |  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  
MDST-DGCN: A Multilevel Dynamic Spatiotemporal Directed Graph Convolutional Network for Pedestrian Trajectory Prediction 期刊论文
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 卷号: 2022, 页码: 10
作者:  Liu, Shaohua;  Liu, Haibo;  Wang, Yisu;  Sun, Jingkai;  Mao, Tianlu
收藏  |  浏览/下载：16/0  |  提交时间：2022/12/07
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：16/0  |  提交时间：2022/12/07
Risk analysis  fraud detection  bipartite graph optimization  order sequence syndrome  anomaly detection  
Intelligent Recommendation-Based User Plane Handover With Enhanced TCP Throughput in Ultra-Dense Cellular Networks 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 卷号: 71, 期号: 1, 页码: 595-610
作者:  Peng, Yan;  Zhou, Yiqing;  Liu, Ling;  Li, Jintao;  Pan, Zhengang;  Sun, Gangcan
收藏  |  浏览/下载：16/0  |  提交时间：2022/12/07
Handover  Throughput  Wireless communication  Interference  Signal to noise ratio  Trajectory  Packet loss  Intelligent recommendation  simultaneous connection  TCP throughput  user plane handover  
Vehicle Trajectory Prediction Using LSTMs with Spatial-Temporal Attention Mechanisms 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2021, 页码: 11
作者:  Lin, Lei;  Li, Weizi;  Bi, Huikun;  Qin, Lingqina
收藏  |  浏览/下载：21/0  |  提交时间：2022/06/21
Trajectory  Predictive models  Autonomous vehicles  Data models  Vehicle dynamics  Training  Spatiotemporal phenomena  
Online detection of anomaly behaviors based on multidimensional trajectories 期刊论文
INFORMATION FUSION, 2020, 卷号: 58, 页码: 40-51
作者:  Pan, Xinlong;  Wang, Haipeng;  Cheng, Xueqi;  Peng, Xuan;  He, You
收藏  |  浏览/下载：38/0  |  提交时间：2020/12/10
Anomaly behavior  Multidimensional  Online detection  Trajectory  
CoL-GAN: Plausible and Collision-Less Trajectory Prediction by Attention-Based GAN 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 101662-101671
作者:  Liu, Shaohua;  Liu, Haibo;  Bi, Huikun;  Mao, Tianlu
收藏  |  浏览/下载：47/0  |  提交时间：2020/12/10
Trajectory  Generative adversarial networks  Gallium nitride  Predictive models  Collision avoidance  Decoding  Generators  Trajectory prediction  generative adversarial network  deep learning