Deep Spatiotemporal Attention Network for Fine Particle Matter 2.5 Concentration Prediction with Causality Analysis

被引:0
|
作者
Seong, Nohyoon [1 ]
机构
[1] College of Business, Korea Advanced Institute of Science and Technology, Seoul, Korea, Republic of
来源
IEEE Access | 2021年 / 9卷
关键词
All Open Access; Gold;
D O I
暂无
中图分类号
学科分类号
摘要
48
引用
收藏
页码:73230 / 73239
相关论文
共 50 条
  • [31] Prediction of Particulate Matter 2.5 Concentration Using a Deep Learning Model with Time-Frequency Domain Information
    Tang, Xueming
    Wu, Nan
    Pan, Ying
    APPLIED SCIENCES-BASEL, 2023, 13 (23):
  • [32] PM2.5 concentration modeling and prediction by using temperature-based deep belief network
    Xing, Haixia
    Wang, Gongming
    Liu, Caixia
    Suo, Minghe
    NEURAL NETWORKS, 2021, 133 : 157 - 165
  • [33] PM2.5 CONCENTRATION PREDICTION METHOD BASED ON DEEP BELIEF NETWORK IN BIG DATA ENVIRONMENT
    Liang, Nannan
    Yang, Xiaoying
    Lu, Biao
    FRESENIUS ENVIRONMENTAL BULLETIN, 2021, 30 (6B): : 7444 - 7453
  • [34] Attention-based parallel networks (APNet) for PM2.5 spatiotemporal prediction
    Zhu, Jiaqi
    Deng, Fang
    Zhao, Jiachen
    Zheng, Hao
    SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 769
  • [35] Spatiotemporal prediction of particulate matter concentration based on traffic and meteorological data
    Yang, Jiayu
    Shi, Linchang
    Lee, Jaeyoung
    Ryu, Ingon
    TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2024, 127
  • [36] A Spatiotemporal Graph Attention Network Based on Synchronization for Epileptic Seizure Prediction
    Wang, Yao
    Shi, Yufei
    Cheng, Yinlin
    He, Zhipeng
    Wei, Xiaoyan
    Chen, Ziyi
    Zhou, Yi
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 27 (02) : 900 - 911
  • [37] Graph Attention Convolutional Network: Spatiotemporal Modeling for Urban Traffic Prediction
    Song, Qingyu
    Ming, RuiBo
    Hu, Jianming
    Niu, Haoyi
    Gao, Mingyang
    2020 IEEE 23RD INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2020,
  • [38] Spatiotemporal Self-Attention-Based Network Traffic Prediction in IIoT
    Liu, Xiaoteng
    Huang, Chuanhe
    Abbas Ashraf, M. Wasim
    Huang, Shidong
    Chen, Yirong
    Wireless Communications and Mobile Computing, 2023, 2023
  • [39] STCANet: Spatiotemporal Coupled Attention Network for Ocean Surface Current Prediction
    XIE Cui
    CHEN Ping
    MAN Tenghao
    DONG Junyu
    Journal of Ocean University of China, 2023, 22 (02) : 441 - 451
  • [40] Dual Memory LSTM with Dual Attention Neural Network for Spatiotemporal Prediction
    Li, Teng
    Guan, Yepeng
    SENSORS, 2021, 21 (12)