A Deep Learning Approach Using Gated Recurrent Unit for Prediction of Landslide Displacement Based on Spatial-Temporal Features of Multi-Monitoring Points

被引:0
|
作者
Lin, Yutao [1 ]
Sun, Mmgjiang [2 ]
Chi, Xiaobo [1 ]
Jia, Xinchun [3 ]
机构
[1] School of Mathematical Sciences, Shanxi University, Taiyuan, China
[2] Shanxi Provincial Highway, Comprehensive Administrative Law, Enforcement Corps, Taiyuan, China
[3] School of Automation and Software Engineering, Shanxi University, Taiyuan, China
关键词
657.2 Extraterrestrial Physics and Stellar Phenomena - 921.1 Algebra - 921.4 Combinatorial Mathematics; Includes Graph Theory; Set Theory;
D O I
暂无
中图分类号
学科分类号
摘要
Forecasting
引用
收藏
页码:6936 / 6940
相关论文
共 50 条
  • [21] DST: A Deep Urban Traffic Flow Prediction Framework Based on Spatial-Temporal Features
    Wang, Jingyuan
    Cao, Yukun
    Du, Ye
    Li, Li
    KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, KSEM 2019, PT I, 2019, 11775 : 417 - 427
  • [22] Price Prediction of Cryptocurrency Using a Multi-Layer Gated Recurrent Unit Network with Multi Features
    Gyana Ranjan Patra
    Mihir Narayan Mohanty
    Computational Economics, 2023, 62 : 1525 - 1544
  • [23] Multivariate gated recurrent unit for battery remaining useful life prediction: A deep learning approach
    Rouhi Ardeshiri, Reza
    Ma, Chengbin
    INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2021, 45 (11) : 16633 - 16648
  • [24] Price Prediction of Cryptocurrency Using a Multi-Layer Gated Recurrent Unit Network with Multi Features
    Patra, Gyana Ranjan
    Mohanty, Mihir Narayan
    COMPUTATIONAL ECONOMICS, 2023, 62 (04) : 1525 - 1544
  • [25] Graph Attention Spatial-Temporal Network for Deep Learning Based Mobile Traffic Prediction
    He, Kaiwen
    Huang, Yufen
    Chen, Xu
    Zhou, Zhi
    Yu, Shuai
    2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2019,
  • [26] A robust spatial-temporal prediction model for photovoltaic power generation based on deep learning
    Wang, Zun
    Wang, Yashun
    Cao, Shenglei
    Fan, Siyuan
    Zhang, Yanhui
    Liu, Yuning
    COMPUTERS & ELECTRICAL ENGINEERING, 2023, 110
  • [27] SDIGRU: Spatial and Deep Features Integration Using Multilayer Gated Recurrent Unit for Human Activity Recognition
    Ahmad, Tariq
    Wu, Jinsong
    IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 11 (01) : 973 - 985
  • [28] Violent video classification based on spatial-temporal cues using deep learning
    Xu, Xingyu
    Wu, Xiaoyu
    Wang, Ge
    Wang, Huimin
    2018 11TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 1, 2018, : 319 - 322
  • [29] Traffic accident prediction method based on multi-view spatial-temporal learning
    Feng, Jian
    Liu, Tian
    Qiao, Yuqiang
    BULLETIN OF THE POLISH ACADEMY OF SCIENCES-TECHNICAL SCIENCES, 2024, 72 (06)
  • [30] A spatial-temporal approach to monitoring forest disease spread using multi-temporal high spatial resolution imagery
    Liu, DS
    Kelly, M
    Gong, P
    REMOTE SENSING OF ENVIRONMENT, 2006, 101 (02) : 167 - 180