A spectral clustering algorithm based on intuitionistic fuzzy information

نویسندگان

  • Dawei Xu
  • Zeshui Xu
  • Shousheng Liu
  • Hua Zhao
چکیده

In this paper, we propose a technique for clustering data with intuitionistic fuzzy information. We first define two new intuitionistic fuzzy similarity measures, and then use it to construct an intuitionistic fuzzy similarity measure matrix, by which we present a spectral algorithm to cluster intuitionistic fuzzy information. At last, two numerical examples are given to illustrate and verify our algorithm. 2013 Published by Elsevier B.V.

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عنوان ژورنال:
  • Knowl.-Based Syst.

دوره 53  شماره 

صفحات  -

تاریخ انتشار 2013