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

Hoel Le Capitaine (1) , Carl Frelicot (1)

1 MIA - Mathématiques, Image et Applications - EA 3165

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.

Domaines: Intelligence artificielle [cs.AI]

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⟩