Learning and predicting time series by neural networks

被引:21
|
作者
Freking, Ansgar [1 ]
Kinzel, Wolfgang [1 ]
Kanter, Ido [2 ]
机构
[1] Inst. Theor. Physik und Astrophysik, Universität Würzburg, Am Hubland, 97074 Würzburg, Germany
[2] Minerva Center, Department of Physics, Bar-Ilan University, Ramat-Gan 52900, Israel
关键词
D O I
10.1103/PhysRevE.65.050903
中图分类号
学科分类号
摘要
10
引用
收藏
页码:1 / 050903
相关论文
共 50 条
  • [21] Design of fuzzy cognitive maps using neural networks for predicting chaotic time series
    Song, H. J.
    Miao, C. Y.
    Shen, Z. Q.
    Roel, W.
    Maja, D. H.
    Francky, C.
    NEURAL NETWORKS, 2010, 23 (10) : 1264 - 1275
  • [22] Predicting time series using neural networks with wavelet-based denoising layers
    Uros Lotric
    Andrej Dobnikar
    Neural Computing & Applications, 2005, 14 : 11 - 17
  • [23] Predicting drug dissolution profiles with an ensemble of boosted neural networks: A time series approach
    Goh, WY
    Lim, CP
    Peh, KK
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2003, 14 (02): : 459 - 463
  • [24] An evolutionary neural networks time series model for predicting the Yellow River Estuary area
    Yan, Y
    Xu, YZ
    Zeng, WH
    Jiang, QS
    Environmental Informatics, Proceedings, 2005, : 98 - 103
  • [25] DEEP HYBRID NEURAL NETWORKS FOR PREDICTING MISSING SEGMENTS IN sEMG TIME SERIES DATA
    Ben Slimane, Jihane
    INTERNATIONAL JOURNAL ON INFORMATION TECHNOLOGIES AND SECURITY, 2024, 16 (03): : 37 - 48
  • [26] Analysis of Neural Networks for Predicting Time Series When Assessing Industrial Safety Risks
    Nagibin, Sergey Ya.
    Loskutov, Dmitry I.
    TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS, 2020, 9 (02): : 477 - 483
  • [27] Time series prediction and neural networks
    Frank, RJ
    Davey, N
    Hunt, SP
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2001, 31 (1-3) : 91 - 103
  • [28] Forecasting of time series with neural networks
    Schwerk, T
    ZEITSCHRIFT FUR ANGEWANDTE MATHEMATIK UND MECHANIK, 1996, 76 : 219 - 222
  • [29] Time Series Prediction and Neural Networks
    R. J. Frank
    N. Davey
    S. P. Hunt
    Journal of Intelligent and Robotic Systems, 2001, 31 : 91 - 103
  • [30] Time series forecasting with neural networks
    Chatfield, C
    NEURAL NETWORKS FOR SIGNAL PROCESSING VIII, 1998, : 419 - 427