Altalhi, A. H.Forcén Carvalho, Juan IgnacioPagola Barrio, MiguelBarrenechea Tartas, EdurneBustince Sola, HumbertoTakáč, Zdenko2020-01-272021-10-0120190020-025510.1016/j.ins.2019.05.078https://academica-e.unavarra.es/handle/2454/36157In this work we study the relation between moderate deviation functions, restricted dissimilarity functions and restricted equivalence functions. We use moderate deviation functions in order to measure the similarity or dissimilarity between a given set of data. We show an application of moderate deviate functions used in the same way as penalty functions to make a final decision from a score matrix in a classification problem.21 p.application/pdfeng© 2019 Elsevier Inc. This manuscript version is made available under the CC-BY-NC-ND 4.0.DeviationAggregation functionRestricted equivalence functionModerate deviation functionPenalty functioninfo:eu-repo/semantics/articleinfo:eu-repo/semantics/openAccessAcceso abierto / Sarbide irekia