Multi-Granularity Temporal Embedding Transformer Network for Traffic Flow Forecasting

被引:0
|
作者
Huang, Jiani [1 ]
Yan, He [1 ]
Chen, Qixiu [1 ]
Liu, Yingan [1 ]
机构
[1] College of Information Science and Technology & Artificial Intelligence, Nanjing Forestry University, Nanjing,210037, China
关键词
45;
D O I
10.3390/s24248106
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Transformer network with decoupled spatial–temporal embedding for traffic flow forecasting
    Wei Sun
    Rongzhang Cheng
    Yingqi Jiao
    Junbo Gao
    Zhedian Zheng
    Nan Lu
    Applied Intelligence, 2023, 53 : 30148 - 30168
  • [2] Dynamic multi-granularity spatial-temporal graph attention network for traffic forecasting
    Sang, Wei
    Zhang, Huiliang
    Kang, Xianchang
    Nie, Ping
    Meng, Xin
    Boulet, Benoit
    Sun, Pei
    INFORMATION SCIENCES, 2024, 662
  • [3] Transformer network with decoupled spatial-temporal embedding for traffic flow forecasting
    Sun, Wei
    Cheng, Rongzhang
    Jiao, Yingqi
    Gao, Junbo
    Zheng, Zhedian
    Lu, Nan
    APPLIED INTELLIGENCE, 2023, 53 (24) : 30148 - 30168
  • [4] Multi-granularity transformer fusion for temporal action localization
    Zhang M.
    Hu H.
    Li Z.
    Soft Computing, 2024, 28 (20) : 12377 - 12388
  • [5] Identified Traffic Partition Grooming in Multi-Granularity Optical Network
    Hou, Weigang
    Guo, Lei
    Wang, Xingwei
    Ning, Zhaolong
    MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 5136 - 5141
  • [6] Learning knowledge graph embedding with multi-granularity relational augmentation network
    Xue, Zengcan
    Zhang, Zhaoli
    Liu, Hai
    Yang, Shuoqiu
    Han, Shuyun
    EXPERT SYSTEMS WITH APPLICATIONS, 2023, 233
  • [7] Multi-granularity Cross Transformer Network for person re-identification
    Li, Yanping
    Miao, Duoqian
    Zhang, Hongyun
    Zhou, Jie
    Zhao, Cairong
    PATTERN RECOGNITION, 2024, 150
  • [8] Multi-granularity Histories Merging Network for Temporal Knowledge Graph Reasoning
    Liu, Shihao
    Zhou, Xiaofei
    ADVANCED INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS, PT XIII, ICIC 2024, 2024, 14874 : 158 - 169
  • [9] Aligning Internal Regularity and External Influence of Multi-granularity for Temporal Knowledge Graph Embedding
    Zhang, Tingyi
    Li, Zhixu
    Wang, Jiaan
    Qu, Jianfeng
    Yuan, Lin
    Liu, An
    Zhao, Lei
    Chen, Zhigang
    DATABASE SYSTEMS FOR ADVANCED APPLICATIONS, DASFAA 2022, PT III, 2022, : 149 - 164
  • [10] Multi-granularity Histories Merging Network for Temporal Knowledge Graph Reasoning
    Liu, Shihao
    Zhou, Xiaofei
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2024, 14874 LNCS : 158 - 169