• DocumentCode
    3096646
  • Title

    Similarity measures of fuzzy rough sets based on the LP metric

  • Author

    Ye, Qi-Hong ; Wu, Wei-Zhi

  • Author_Institution
    Sch. of Math., Phys. & Inf. Sci., Zhejiang Ocean Univ., Zhoushan, China
  • Volume
    2
  • fYear
    2009
  • fDate
    12-15 July 2009
  • Firstpage
    811
  • Lastpage
    816
  • Abstract
    A similarity measure is a useful tool for determining the similarity of two objects. In this paper, based on the LP, metric, we discuss similarity measures of fuzzy rough sets determined by a triangular norm. We first review basic concepts related to intuitionistic fuzzy sets and fuzzy rough sets. By regarding a fuzzy rough set as an intuitionistic fuzzy set and by employing the LP, metric, we then propose several reasonable measures to calculate the degree of similarity between fuzzy rough sets and between elements in a class of fuzzy rough sets.
  • Keywords
    fuzzy set theory; rough set theory; LP metric; fuzzy rough sets; intuitionistic fuzzy sets; similarity measure; triangular norm; Cybernetics; Fuzzy sets; Machine learning; Rough sets; Fuzzy rough sets; intuitionistic fuzzy sets; rough sets; similarity measures;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2009 International Conference on
  • Conference_Location
    Baoding
  • Print_ISBN
    978-1-4244-3702-3
  • Electronic_ISBN
    978-1-4244-3703-0
  • Type

    conf

  • DOI
    10.1109/ICMLC.2009.5212466
  • Filename
    5212466
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3096646