ISSN 0253-2778

CN 34-1054/N

open

The k-means algorithm based on Finsler geometry

  • The problems with the k-means algorithm that the optimization effect of similarity measure and criterion function is not ideal and the analysis performance of multi-dimensional manifold data is ineffective, a modified version based on Finsler geometry was proposed, which introduces Finsler metric. Experimental results in comparison with traditional k-means algorithm and SBKM algorithm on UCI data sets and ORL face image sets show the feasibility and effectiveness of the algorithm.
  • loading

Catalog

    {{if article.pdfAccess}}
    {{if article.articleBusiness.pdfLink && article.articleBusiness.pdfLink != ''}} {{else}} {{/if}}PDF
    {{/if}}
    XML

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return