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A proposal of an extended version of the HINoV method for the identification of the noisy variables (Carmone et al ) for nonmetric, mixed, and symbolic interval data is presented in this paper. Proposed modifications are evaluated on simulated data from a variety of models. The models contain the known structure of clusters. In addition, the models… (More)