Publication: Moderate deviation and restricted equivalence functions for measuring similarity between data
Consultable a partir de
2021-10-01
Date
2019
Authors
Altalhi, A. H.
Takáč, Zdenko
Director
Publisher
Elsevier
Acceso abierto / Sarbide irekia
Artículo / Artikulua
Versión aceptada / Onetsi den bertsioa
Project identifier
ES/1PE/TIN2016-77356-P
Abstract
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.
Keywords
Deviation, Aggregation function, Restricted equivalence function, Moderate deviation function, Penalty function
Department
Estatistika, Informatika eta Matematika / Institute of Smart Cities - ISC / Estadística, Informática y Matemáticas
Faculty/School
Degree
Doctorate program
Editor version
Funding entities
This work was supported in part by the Spanish Ministry of Science and Technology under project TIN2016-77356-P (AEI / FEDER, UE) and by grant VEGA 1/0614/18 .
© 2019 Elsevier Inc. This manuscript version is made available under the CC-BY-NC-ND 4.0.
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