• DocumentCode
    3698127
  • Title

    Interval type-2 fuzzy co-clustering algorithm

  • Author

    Van Nha Pham;Long Thanh Ngo

  • Author_Institution
    MIST Institute of Science and Technology, Hoang Sam, Hanoi, Vietnam
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    This paper introduces a novel clustering technique by combining fuzzy co-clustering approach and interval type-2 fuzzy sets. The proposed algorithm is demonstrated through experiments on UC Berkeley image data-sets to conduct clustering on color images. The experimental results show that the clustering quality is better by evaluating using validity indexes in comparison with previous methods.
  • Keywords
    "Clustering algorithms","TV","Fuzzy sets","Image segmentation","Color","Classification algorithms","Linear programming"
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/FUZZ-IEEE.2015.7337960
  • Filename
    7337960