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Article Dans Une Revue Journal of Uncertain Systems Année : 2010

Data Representativeness Based on Fuzzy Set Theory

Frédéric Blanchard
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Philippe Vautrot
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Herman Akdag
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Michel Herbin

Résumé

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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Dates et versions

hal-01172454 , version 1 (07-07-2015)

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  • HAL Id : hal-01172454 , version 1

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Frédéric Blanchard, Philippe Vautrot, Herman Akdag, Michel Herbin. Data Representativeness Based on Fuzzy Set Theory. Journal of Uncertain Systems, 2010, 4 (3), pp.216-228. ⟨hal-01172454⟩
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