Multivariate Time Series Prediction Based on Gating Weight Unit

被引：0
|
作者：
Zhang, Dongmei [1 ]
Li, Jinping [1 ]
Li, Jiang [2 ]
Yu, Xiang [1 ]
Song, Kaixuan [1 ]
机构：
[1] School of Computer Science, China University of Geosciences, Wuhan,430074, China
[2] Information Center, Department of Natural Resources of Hubei Province, Wuhan,430071, China
来源：
Hunan Daxue Xuebao/Journal of Hunan University Natural Sciences | 2021年 / 48卷 / 10期
关键词：
Recurrent neural networks;
D O I：
10.16339/j.cnki.hdxbzkb.2021.10.012
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：105 / 112
相关论文
共 50 条
  • [1] Attention-based gating optimization network for multivariate time series prediction
    Geng, Xiulin
    He, Xiaoyu
    Xu, Lingyu
    Yu, Jie
    [J]. APPLIED SOFT COMPUTING, 2022, 126
  • [2] Non-Stationary Multivariate Time Series Prediction with MIX Gated Unit
    Liu, Jiexi
    Chen, Songcan
    [J]. Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2019, 56 (08): : 1642 - 1651
  • [3] Time series granulation-based multivariate modelling and prediction
    Wan, Mengjun
    Guo, Hongyue
    Wang, Lidong
    [J]. INTERNATIONAL JOURNAL OF COMPUTING SCIENCE AND MATHEMATICS, 2022, 15 (03) : 258 - 272
  • [4] Rockburst Prediction Based on Multivariate Time Series Reconstruction and GRNN
    Tao Hui
    Qiao Mei-ying
    [J]. 2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 5113 - 5117
  • [5] Multivariate Chaotic Time Series Prediction based on Hierarchic Reservoirs
    Wang, Xinying
    Han, Min
    [J]. PROCEEDINGS 2012 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2012, : 384 - 388
  • [6] Multivariate time series correlation extract and prediction based on cluster
    Han Min
    Li Decai
    [J]. PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 3, 2007, : 187 - +
  • [7] Multivariate Chaotic Time Series Prediction Based on PLSR and MKELM
    Xu, Meiling
    Zhang, Ruiquan
    Han, Min
    [J]. 2015 SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT CONTROL AND INFORMATION PROCESSING (ICICIP), 2015, : 319 - 324
  • [8] Multivariate Time Series Prediction Based on a Simple RBF Network
    Xi Jianhui
    Wang Haidan
    Jiang Liying
    [J]. MACHINE DESIGN AND MANUFACTURING ENGINEERING, 2012, 566 : 97 - 102
  • [9] Multivariate chaotic time series prediction based on extreme learning machine
    Wang Xin-Ying
    Han Min
    [J]. ACTA PHYSICA SINICA, 2012, 61 (08)
  • [10] Web Services Quality Prediction based on Multivariate Time Series Analysis
    He, Pan
    Yuan, Yue
    Liu, Gang
    [J]. PROCEEDINGS OF 2018 IEEE 9TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), 2018, : 881 - 884
12345