Generalised Fuzzy Clustering

نویسندگان

  • Dat Tran
  • Dharmendra Sharma
چکیده

Abstract-This paper presents a general approach to fuzzy clustering methods. A generalised fuzzy objective function is used to combine fuzzy c-means clustering, fuzzy entropy clustering, and their extended versions into a generalised fuzzy clustering method. Some new extended versions of the above-mentioned clustering methods are proposed from this general approach. Several cluster data sets were analysed and experimental results showed that noise clustering-based fuzzy entropy clustering gives good classification rates on most of the cluster data sets.

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تاریخ انتشار 2006