Traffic flow data repair method based on spatial-temporal fusion graph convolution

被引:0
|
作者
Hou, Yue [1 ]
Han, Cheng-Yan [1 ]
Zheng, Xin [1 ]
Deng, Zhi-Yuan [1 ]
机构
[1] School of Electronics and Information Engineering, Lanzhou Jiaotong University, Lanzhou,730070, China
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Flow graphs - Matrix algebra - Repair
引用
收藏
页码:1394 / 1403
相关论文
共 50 条
  • [31] An improved dynamic Chebyshev graph convolution network for traffic flow prediction with spatial-temporal attention
    Liao, Lyuchao
    Hu, Zhiyuan
    Zheng, Yuxin
    Bi, Shuoben
    Zou, Fumin
    Qiu, Huai
    Zhang, Maolin
    APPLIED INTELLIGENCE, 2022, 52 (14) : 16104 - 16116
  • [32] Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction
    Sun, Yanfeng
    Jiang, Xiangheng
    Hu, Yongli
    Duan, Fuqing
    Guo, Kan
    Wang, Boyue
    Gao, Junbin
    Yin, Baocai
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (12) : 23680 - 23693
  • [33] Multicomponent Spatial-Temporal Graph Attention Convolution Networks for Traffic Prediction with Spatially Sparse Data
    Liu, Shaohua
    Dai, Shijun
    Sun, Jingkai
    Mao, Tianlu
    Zhao, Junsuo
    Zhang, Heng
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2021, 2021 (2021)
  • [34] Traffic Speed Prediction Based on Spatial-Temporal Fusion Graph Neural Network
    Liu, Zhongbo
    Li, Mingkui
    Zhao, Jianli
    Sun, Qiuxia
    Zhuo, Futong
    2021 IEEE 3rd International Conference on Frontiers Technology of Information and Computer, ICFTIC 2021, 2021, : 77 - 81
  • [35] Spatial-Temporal Similarity Fusion Graph Adversarial Convolutional Networks for traffic flow forecasting
    Wang, Bin
    Long, Zhendan
    Sheng, Jinfang
    Zhong, Qiang
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2024, 361 (17):
  • [36] Traffic Flow Prediction Through the Fusion of Spatial-Temporal Data and Points of Interest
    Xiao, Wanzhi
    Kuang, Li
    An, Ying
    DATABASE AND EXPERT SYSTEMS APPLICATIONS, DEXA 2021, PT I, 2021, 12923 : 314 - 327
  • [37] Spatial-Temporal Traffic Flow Data Restoration and Prediction Method Based on the Tensor Decomposition
    Yan, Jiahe
    Li, Honghui
    Bai, Yanhui
    Lin, Yingli
    APPLIED SCIENCES-BASEL, 2021, 11 (19):
  • [38] Highway traffic flow prediction model with multi-component spatial-temporal graph convolution networks
    Ning, Tao
    Han, Yumeng
    Wang, Jiayu
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [39] Traffic Flow Prediction Based on Dynamic Graph Spatial-Temporal Neural Network
    Jiang, Ming
    Liu, Zhiwei
    MATHEMATICS, 2023, 11 (11)
  • [40] CLSTGCN: Closed Loop Based Spatial-Temporal Convolution Networks for Traffic Flow Prediction
    Li, Hao
    Han, Shiyuan
    Zhao, Jinghang
    Lian, Yang
    Yu, Weiwei
    Yang, Xixin
    ADVANCED INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS, ICIC 2023, PT I, 2023, 14086 : 640 - 651