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dc.contributor.author
Riveaud, Leonardo Esteban  
dc.contributor.author
Mateos, Diego Martín  
dc.contributor.author
Zozor, Steeve  
dc.contributor.author
Lamberti, Pedro Walter  
dc.date.available
2020-02-20T18:24:04Z  
dc.date.issued
2018-11  
dc.identifier.citation
Riveaud, Leonardo Esteban; Mateos, Diego Martín; Zozor, Steeve; Lamberti, Pedro Walter; Generalized divergences from generalized entropies; Elsevier Science; Physica A: Statistical Mechanics and its Applications; 510; 11-2018; 68-76  
dc.identifier.issn
0378-4371  
dc.identifier.uri
http://hdl.handle.net/11336/98149  
dc.description.abstract
Several quantifiers of information, also known as entropies, have been introduced in different contexts and from different motivations. For almost each one of these entropies, a measure of the loss (or gain) of information has been introduced. In this work we introduce generalized weighted divergences associated with an arbitrary entropy. The resulting measures are closely related to Bregman divergences. We study the main formal properties of the resulting divergences, we extend them to weighted probability distributions and we apply some of them to the analysis of simulated and real time series.  
dc.format
application/pdf  
dc.language.iso
eng  
dc.publisher
Elsevier Science  
dc.rights
info:eu-repo/semantics/openAccess  
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/  
dc.subject
DIVERGENCES  
dc.subject
INFORMATION THEORY  
dc.subject
TIME SERIES  
dc.subject.classification
Otras Ciencias Físicas  
dc.subject.classification
Ciencias Físicas  
dc.subject.classification
CIENCIAS NATURALES Y EXACTAS  
dc.title
Generalized divergences from generalized entropies  
dc.type
info:eu-repo/semantics/article  
dc.type
info:ar-repo/semantics/artículo  
dc.type
info:eu-repo/semantics/publishedVersion  
dc.date.updated
2020-02-19T18:03:45Z  
dc.journal.volume
510  
dc.journal.pagination
68-76  
dc.journal.pais
Países Bajos  
dc.journal.ciudad
Amsterdam  
dc.description.fil
Fil: Riveaud, Leonardo Esteban. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física. Sección Física; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina  
dc.description.fil
Fil: Mateos, Diego Martín. Universidad Autónoma de Entre Ríos. Facultad de Ciencia y Tecnología; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina  
dc.description.fil
Fil: Zozor, Steeve. Université Grenoble Alpes; Francia  
dc.description.fil
Fil: Lamberti, Pedro Walter. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía y Física. Sección Física; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina  
dc.journal.title
Physica A: Statistical Mechanics and its Applications  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/pii/S0378437118308355  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/https://doi.org/10.1016/j.physa.2018.06.111  

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