• DocumentCode
    1748907
  • Title

    Structural comparison of nonlinear approximants, with applications

  • Author

    Cogger, Kenneth O.

  • Author_Institution
    Peak Consulting Inc., Conifer, CO, USA
  • Volume
    4
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    2525
  • Abstract
    Adaptive logic networks, multivariate adaptive regression splines, and hinged hyperplanes have structural similarities and differences leading to differing modeling ability and ease of interpretation. These distinctions are reviewed, and some successful applications are described
  • Keywords
    neural nets; splines (mathematics); statistical analysis; adaptive logic networks; hinged hyperplanes; multivariate adaptive regression splines; nonlinear approximants; structural comparison; Adaptive systems; Application software; Autoregressive processes; Function approximation; Logic functions; Mars; Neural networks; Piecewise linear techniques; Predictive models; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on
  • Conference_Location
    Washington, DC
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-7044-9
  • Type

    conf

  • DOI
    10.1109/IJCNN.2001.938766
  • Filename
    938766
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1748907