Application of similarity measures with uncertainty in classification methods

In this paper, the problem of measuring the degree of inclusion and similarity measure for interval-valued fuzzy sets is considered. We recall inclusion and similarity measures with uncertainty by using the partial or linear order on intervalvalued fuzzy sets. Moreover, we discuss an influence of inclusion and similarity measures with uncertainty to decision-making algorithm that uses those new measures.