A classifier based on the fuzzy similarity in the Lukasiewicz structure with different metrics

The first aim of this paper is to extend the fuzzy similarity relation defined in the generalized Lukasiewicz structure to utilize common and cumulative Minkowsky metrics and introduce a new classifier based on the cumulative similarity measure which uses the Minkowsky metrics in the generalized Lukasiewicz structure. The second aim of this paper is to study properties of this classifier when applied to three different datasets.