Bi-LSTM based rolling forecast of subgrade post-construction settlement with unevenly spaced time series

被引：0
|
作者：
Chen, Wei-Hang [1 ]
Luo, Qiang [1 ,2 ]
Wang, Teng-Fei [1 ,2 ]
Jiang, Liang-Wei [1 ,2 ]
Zhang, Liang [1 ,2 ]
机构：
[1] School of Civil Engineering, Southwest Jiaotong University, Chengdu,610031, China
[2] MOE Key Laboratory of High-Speed Railway Engineering, Chengdu,610031, China
来源：
Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science) | 2022年 / 56卷 / 04期
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Long short-term memory
引用
收藏
页码：683 / 691
相关论文
共 11 条
  • [1] Analysis on the Post-construction Settlement and Influencing Factors for Preloaded Soft Subgrade Based on Parameter Inversion
    Yu, F.
    Chen, S. X.
    Li, J.
    Chu, X. J.
    JOURNAL OF RESIDUALS SCIENCE & TECHNOLOGY, 2016, 13 : S179 - S185
  • [2] Temperature Time Series Prediction Model Based on Time Series Decomposition and Bi-LSTM Network
    Zhang, Kun
    Huo, Xing
    Shao, Kun
    MATHEMATICS, 2023, 11 (09)
  • [3] A Time Series Intrusion Detection Method Based on SSAE, TCN and Bi-LSTM
    He, Zhenxiang
    Wang, Xunxi
    Li, Chunwei
    CMC-COMPUTERS MATERIALS & CONTINUA, 2024, 78 (01): : 845 - 871
  • [4] BI-LSTM-LSTM Based Time Series Electricity Consumption Forecast for South Korea
    Gul, Malik Junaid Jami
    Firmansyah, M. Hafid
    Rho, Seungmin
    Paul, Anand
    ADVANCES IN ARTIFICIAL INTELLIGENCE AND APPLIED COGNITIVE COMPUTING, 2021, : 897 - 902
  • [5] Attention-Based Bi-LSTM for Anomaly Detection on Time-Series Data
    Mishra, Sanket
    Kshirsagar, Varad
    Dwivedula, Rohit
    Hota, Chittaranjan
    ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2021, PT I, 2021, 12891 : 129 - 140
  • [6] A dual-stage attention-based Bi-LSTM network for multivariate time series prediction
    Qi Cheng
    Yixin Chen
    Yuteng Xiao
    Hongsheng Yin
    Weidong Liu
    The Journal of Supercomputing, 2022, 78 : 16214 - 16235
  • [7] A dual-stage attention-based Bi-LSTM network for multivariate time series prediction
    Cheng, Qi
    Chen, Yixin
    Xiao, Yuteng
    Yin, Hongsheng
    Liu, Weidong
    JOURNAL OF SUPERCOMPUTING, 2022, 78 (14): : 16214 - 16235
  • [8] Post-construction settlement analysis of loess-high filling based on time-dependent deformation experiments
    Zhu Cai-hui
    Li Ning
    ROCK AND SOIL MECHANICS, 2015, 36 (10) : 3023 - 3031
  • [9] Long Time Series Land Cover Classification in China from 1982 to 2015 Based on Bi-LSTM Deep Learning
    Wang, Haoyu
    Zhao, Xiang
    Zhang, Xin
    Wu, Donghai
    Du, Xiaozheng
    REMOTE SENSING, 2019, 11 (14)
  • [10] Classifying unevenly spaced clinical time series data using forecast error approximation based bottom-up (FeAB) segmented time delay neural network
    Jane, Y. Nancy
    Nehemiah, H. Khanna
    Kannan, Arputharaj
    COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING AND VISUALIZATION, 2021, 9 (01): : 92 - 105
12