• DocumentCode
    1748794
  • Title

    Cluster-weighted modeling with multiclusters

  • Author

    Feldkamp, Lee A. ; Prokhorov, Danil V. ; Feldkamp, Timothy M.

  • Author_Institution
    Res. Lab., Ford Motor Co., Dearborn, MI, USA
  • Volume
    3
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    1710
  • Abstract
    Cluster-weighted modeling (CWM) was proposed by Gershenfeld (1999) for density estimation in joint input-output space. In the base CWM algorithm there is a single output cluster for each input cluster. We extend the base CWM to the structure in which multiple output clusters are associated with the same input cluster. We call this CWM with multiclusters and illustrate it with an example
  • Keywords
    maximum likelihood estimation; neural nets; pattern clustering; probability; cluster-weighted modeling; density estimation; joint input-output space; multiclusters; multiple output clusters; Clustering algorithms; Density measurement; Equations; Multidimensional systems;
  • 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.2001.938419
  • Filename
    938419
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1748794