A new fuzzy 3-rules pattern classifier with reject options based on aggregation of membership degrees - Archive ouverte HAL
Communication Dans Un Congrès Année : 2008

A new fuzzy 3-rules pattern classifier with reject options based on aggregation of membership degrees

Résumé

In this paper, we address the problem of fuzzy rule-based pattern recognition with reject options. These options are made possible thanks to simple rules whose satisfaction level is expressed by the value of dedicated operators that aggregate degrees of typicality. Results obtained with the proposed classifier on articicial and real data are given.
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Dates et versions

hal-00292608 , version 1 (15-05-2009)

Identifiants

  • HAL Id : hal-00292608 , version 1

Citer

Hoel Le Capitaine, Carl Frelicot. A new fuzzy 3-rules pattern classifier with reject options based on aggregation of membership degrees. 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jun 2008, Malaga, Spain. pp.473-480. ⟨hal-00292608⟩

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