Data Representativeness Based on Fuzzy Set Theory

نویسندگان

  • Frédéric Blanchard
  • Philippe Vautrot
  • Herman Akdag
  • Michel Herbin
چکیده

This paper presents an original definition of data representativeness. The representativeness of each datum in a dataset is a meaningful notion quantified by a degree computed by aggregating fuzzy subsets. These fuzzy subsets are obtained by fuzzifying data in a robust way. We illustrate the usefulness of the representativeness by presenting applications for statistical location estimation,and for cluster analysis.

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تاریخ انتشار 2012