Pagola Barrio, Miguel

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https://academica-e.unavarra.es/handle/2454/49724

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Pagola Barrio

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Miguel

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Estadística, Informática y Matemáticas

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ISC. Institute of Smart Cities

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0000-0003-4764-5298

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88627

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3251

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Author: Forcén Carvalho, Juan Ignacio × Subject: Aggregation function ×

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    PublicationOpen Access
    Moderate deviation and restricted equivalence functions for measuring similarity between data
    (Elsevier, 2019) Altalhi, A. H.; Forcén Carvalho, Juan Ignacio; Pagola Barrio, Miguel; Barrenechea Tartas, Edurne; Bustince Sola, Humberto; Takáč, Zdenko; Estatistika, Informatika eta Matematika; Institute of Smart Cities - ISC; Estadística, Informática y Matemáticas
    In 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.