• DocumentCode
    2671941
  • Title

    Time series forecasting with neural networks

  • Author

    Chatfield, Chris

  • Author_Institution
    Sch. of Math. Sci., Bath Univ., UK
  • fYear
    1998
  • fDate
    31 Aug-2 Sep 1998
  • Firstpage
    419
  • Lastpage
    427
  • Abstract
    Neural networks are not a universal panacea for time series forecasting. The empirical evidence is mixed. Various problems in modelling and fitting time series with NNs are identified. There is a need for greater co-operation between statisticians, forecasters and computer scientists with their widely different skills and background
  • Keywords
    forecasting theory; modelling; neural nets; time series; fitting; modelling; neural networks; time series forecasting; Application software; Computer networks; Electronic mail; Failure analysis; Marketing and sales; Neural networks; Predictive models; Software packages; Testing; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks for Signal Processing VIII, 1998. Proceedings of the 1998 IEEE Signal Processing Society Workshop
  • Conference_Location
    Cambridge
  • ISSN
    1089-3555
  • Print_ISBN
    0-7803-5060-X
  • Type

    conf

  • DOI
    10.1109/NNSP.1998.710672
  • Filename
    710672
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2671941