Spatial-temporal Forecasting for Regions without Observations

被引：0
|
作者：
Su, Xinyu [1 ]
Qi, Jianzhong [1 ]
Tanin, Egemen [1 ]
Chang, Yanchuan [1 ]
Sarvi, Majid [1 ]
机构：
[1] The University of Melbourne, Australia
来源：
arXiv |
关键词：
Air pollutants - Crowd flows - Data availability - Learn+ - Real-world - Region-of-interest - Regions of interest - Spatial temporals - State of the art - Traffic Forecasting;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
42
引用
收藏
相关论文
共 50 条
  • [31] Spatial-Temporal Graph Sandwich Transformer for Traffic Flow Forecasting
    Fan, Yujie
    Yeh, Chin-Chia Michael
    Chen, Huiyuan
    Wang, Liang
    Zhuang, Zhongfang
    Wang, Junpeng
    Dai, Xin
    Zheng, Yan
    Zhang, Wei
    MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES: APPLIED DATA SCIENCE AND DEMO TRACK, ECML PKDD 2023, PT VII, 2023, 14175 : 210 - 225
  • [32] DeepTransport: Learning Spatial-Temporal Dependency for Traffic Condition Forecasting
    Cheng, Xingyi
    Zhang, Ruiqing
    Zhou, Jie
    Xu, Wei
    2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2018,
  • [33] A method for spatial-temporal forecasting with an application to real estate prices
    Pace, RK
    Barry, R
    Gilley, OW
    Sirmans, CF
    INTERNATIONAL JOURNAL OF FORECASTING, 2000, 16 (02) : 229 - 246
  • [34] Dynamic Spatial-Temporal Convolutional Networks for Traffic Flow Forecasting
    Zhang, Hong
    Kan, Sunan
    Zhang, XiJun
    Cao, Jie
    Zhao, Tianxin
    TRANSPORTATION RESEARCH RECORD, 2023, 2677 (09) : 489 - 498
  • [35] Optimal neural network feature selection for spatial-temporal forecasting
    Covas, E.
    Benetos, E.
    CHAOS, 2019, 29 (06)
  • [36] Customizing Spatial-Temporal Graph Mamba Networks for Pandemic Forecasting
    Xu, Haowei
    Gao, Chao
    Li, Xianghua
    Wang, Zhen
    Jun, Tanimoto
    PRICAI 2024: TRENDS IN ARTIFICIAL INTELLIGENCE, PT I, 2025, 15281 : 236 - 242
  • [37] Spatial-temporal fuzzy information granules for time series forecasting
    Zhao, Yuanyuan
    Li, Tingting
    Luo, Chao
    SOFT COMPUTING, 2021, 25 (03) : 1963 - 1981
  • [38] Spatial-Temporal Bipartite Graph Attention Network for Traffic Forecasting
    Lakma, Dimuthu
    Perera, Kushani
    Borovica-Gajic, Renata
    Karunasekera, Shanika
    ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PT II, PAKDD 2024, 2024, 14646 : 68 - 80
  • [39] Deep spatial-temporal graph modeling for efficient NDVI forecasting
    Beyer, Martin
    Ahmad, Rehaan
    Yang, Brian
    Rodriguez-Bocca, Pablo
    SMART AGRICULTURAL TECHNOLOGY, 2023, 4
  • [40] Hybrid spatial-temporal graph neural network for traffic forecasting
    Wang, Peng
    Feng, Longxi
    Zhu, Yijie
    Wu, Haopeng
    INFORMATION FUSION, 2025, 118
12345