• DocumentCode
    1720755
  • Title

    Using wavelets in nonparametric estimation

  • Author

    Zhang, Qinghua

  • Author_Institution
    IRISA, Rennes, France
  • Volume
    4
  • fYear
    1994
  • Firstpage
    3406
  • Abstract
    One approach is proposed of using wavelets in nonparametric estimation. The proposed nonparametric estimator, named wavelet network, makes use of techniques of regressor selection completed with backpropagation procedures. It is capable of handling nonlinear regressions of moderately large input dimension with sparse training data
  • Keywords
    backpropagation; estimation theory; neural nets; nonparametric statistics; statistical analysis; wavelet transforms; backpropagation; neural network; nonlinear regressions; nonparametric regression estimation; regressor selection; wavelet network; Algorithm design and analysis; Continuous wavelet transforms; Discrete wavelet transforms; Feedforward neural networks; Intelligent networks; Linear regression; Neural networks; Numerical analysis; Training data; Wavelet analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 1994., Proceedings of the 33rd IEEE Conference on
  • Conference_Location
    Lake Buena Vista, FL
  • Print_ISBN
    0-7803-1968-0
  • Type

    conf

  • DOI
    10.1109/CDC.1994.411671
  • Filename
    411671
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1720755