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Moderate deviation and restricted equivalence functions for measuring similarity between data
Journal article   Open access  Peer reviewed

Moderate deviation and restricted equivalence functions for measuring similarity between data

A. H. Altalhi, J. Forcen, M. Pagola, E. Barrenechea, H. Bustince and Zdenko Takac
Information sciences, Vol.501(C), pp.19-29
01/10/2019
DOI: https://doi.org/10.1016/j.ins.2019.05.078

Abstract

Computer Science Computer Science, Information Systems Science & Technology Technology
In this work we study the relation between moderate deviation functions, restricted dis-similarity 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. (C) 2019 Elsevier Inc. All rights reserved.
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https://doi.org/10.1016/j.ins.2019.05.078View
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