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Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 13
作者:  Liu, Qingxiang;  Sun, Sheng;  Liu, Min;  Wang, Yuwei;  Gao, Bo
收藏  |  浏览/下载：4/0  |  提交时间：2024/12/06
Predictive models  Forecasting  Servers  Correlation  Data models  Federated learning  Adaptation models  online learning  spatio-temporal correlation  traffic flow forecasting  
DMGSTCN: Dynamic Multigraph Spatio-Temporal Convolution Network for Traffic Forecasting 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 12, 页码: 22208-22219
作者:  Qin, Yanjun;  Tao, Xiaoming;  Fang, Yuchen;  Luo, Haiyong;  Zhao, Fang;  Wang, Chenxing
收藏  |  浏览/下载：7/0  |  提交时间：2024/12/06
Time series analysis  Convolution  Forecasting  Correlation  Task analysis  Roads  Predictive models  Graph convolution network (GCN)  spatial-temporal data  traffic forecasting  
STWave+: A Multi-Scale Efficient Spectral Graph Attention Network With Long-Term Trends for Disentangled Traffic Flow Forecasting 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 6, 页码: 2671-2685
作者:  Fang, Yuchen;  Qin, Yanjun;  Luo, Haiyong;  Zhao, Fang;  Zheng, Kai
收藏  |  浏览/下载：5/0  |  提交时间：2024/12/06
Market research  Forecasting  Roads  Time series analysis  Sensors  Correlation  Encoding  Contrastive learning  graph attention network  spatio-temporal data  traffic forecasting  
Research on Multi-Port Ship Traffic Prediction Method Based on Spatiotemporal Graph Neural Networks 期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 7, 页码: 18
作者:  Li, Yong;  Li, Zhaoxuan;  Mei, Qiang;  Wang, Peng;  Hu, Wenlong;  Wang, Zhishan;  Xie, Wenxin;  Yang, Yang;  Chen, Yuhaoran
收藏  |  浏览/下载：24/0  |  提交时间：2023/12/04
spatiotemporal graph neural network  traffic flow prediction  ship big data  AIS  port traffic prediction  
BPR: An Erasure Coding Batch Parallel Repair Approach in Distributed Storage Systems 期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 44509-44518
作者:  Song, Ying;  Zhao, Wenxuan;  Wang, Bo
收藏  |  浏览/下载：17/0  |  提交时间：2023/12/04
Distributed processing  Business process re-engineering  Traffic congestion  Encoding  Full-duplex system  Decoding  Bandwidth  Storage management  Distributed storage system  erasure coding  data recovery  
Traffic-Aware Task Offloading Based on Convergence of Communication and Sensing in Vehicular Edge Computing 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 24, 页码: 17762-17777
作者:  Qi, Yanli;  Zhou, Yiqing;  Liu, Ya-Feng;  Liu, Ling;  Pan, Zhengang
收藏  |  浏览/下载：45/0  |  提交时间：2022/06/21
Task analysis  Sensors  Servers  Wireless sensor networks  Wireless communication  Data communication  Cameras  Convergence of communication and sensing  overall response time (ORT)  traffic-aware task offloading  vehicular network  
Deep Learning-Based Traffic Safety Solution for a Mixture of Autonomous and Manual Vehicles in a 5G-Enabled Intelligent Transportation System 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 7, 页码: 4337-4347
作者:  Yu, Keping;  Lin, Long;  Alazab, Mamoun;  Tan, Liang;  Gu, Bo
收藏  |  浏览/下载：49/0  |  提交时间：2021/12/01
Mixed traffic  big data  5G  deep learning  LSTM  SoftMax  intention recognition  
Accelerated LiDAR data processing algorithm for self-driving cars on the heterogeneous computing platform 期刊论文
IET COMPUTERS AND DIGITAL TECHNIQUES, 2020, 卷号: 14, 期号: 5, 页码: 201-209
作者:  Li, Wei;  Liang, Jun;  Zhang, Yunquan;  Jia, Haipeng;  Xiao, Lin;  Li, Qing
收藏  |  浏览/下载：130/0  |  提交时间：2020/12/10
feature extraction  optical radar  optimisation  optical information processing  traffic engineering computing  mobile robots  automobiles  accelerated LiDAR data processing algorithm  self-driving cars  heterogeneous computing platform  optimisation  NVIDIA Tegra X2 computing platform  feature extraction  obstacle clustering  
A Deep Learning-Based Framework for Intersectional Traffic Simulation and Editing 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2020, 卷号: 26, 期号: 7, 页码: 2335-2348
作者:  Bi, Huikun;  Mao, Tianlu;  Wang, Zhaoqi;  Deng, Zhigang
收藏  |  浏览/下载：56/0  |  提交时间：2020/12/10
Trajectory  Solid modeling  Computational modeling  Vehicle dynamics  Traffic control  Data models  Deep learning  Traffic simulation  crowd simulation  data-driven  deep learning  intersectional traffic  
A Survey on Visual Traffic Simulation: Models, Evaluations, and Applications in Autonomous Driving 期刊论文
COMPUTER GRAPHICS FORUM, 2020, 卷号: 39, 期号: 1, 页码: 287-308
作者:  Chao, Qianwen;  Bi, Huikun;  Li, Weizi;  Mao, Tianlu;  Wang, Zhaoqi;  Lin, Ming C.;  Deng, Zhigang
收藏  |  浏览/下载：75/0  |  提交时间：2020/12/10
traffic simulation  data-driven traffic animation  model validation and evaluation  autonomous driving