Mostrar el registro sencillo del ítem

dc.contributor.author
Cholaquidis, Alejandro  
dc.contributor.author
Fraiman, Jacob Ricardo  
dc.contributor.author
Kalemkerian, Juan  
dc.contributor.author
Llop Orzan, Pamela Nerina  
dc.date.available
2019-02-28T20:35:34Z  
dc.date.issued
2016-04  
dc.identifier.citation
Cholaquidis, Alejandro; Fraiman, Jacob Ricardo; Kalemkerian, Juan; Llop Orzan, Pamela Nerina; A nonlinear aggregation type classifier; Elsevier Inc; Journal Of Multivariate Analysis; 146; 4-2016; 269-281  
dc.identifier.issn
0047-259X  
dc.identifier.uri
http://hdl.handle.net/11336/70989  
dc.description.abstract
We introduce a nonlinear aggregation type classifier for functional data defined on a separable and complete metric space. The new rule is built up from a collection of M arbitrary training classifiers. If the classifiers are consistent, then so is the aggregation rule. Moreover, asymptotically the aggregation rule behaves as well as the best of the M classifiers. The results of a small simulation are reported both, for high dimensional and functional data, and a real data example is analyzed.  
dc.format
application/pdf  
dc.language.iso
eng  
dc.publisher
Elsevier Inc  
dc.rights
info:eu-repo/semantics/openAccess  
dc.rights.uri
https://creativecommons.org/licenses/by-nc-nd/2.5/ar/  
dc.subject
Functional Data  
dc.subject
Non-Linear Aggregation  
dc.subject
Supervised Classification  
dc.subject.classification
Matemática Pura  
dc.subject.classification
Matemáticas  
dc.subject.classification
CIENCIAS NATURALES Y EXACTAS  
dc.title
A nonlinear aggregation type classifier  
dc.type
info:eu-repo/semantics/article  
dc.type
info:ar-repo/semantics/artículo  
dc.type
info:eu-repo/semantics/publishedVersion  
dc.date.updated
2019-02-25T18:47:54Z  
dc.journal.volume
146  
dc.journal.pagination
269-281  
dc.journal.pais
Países Bajos  
dc.journal.ciudad
Amsterdam  
dc.description.fil
Fil: Cholaquidis, Alejandro. Universidad de la República. Facultad de Ciencias; Uruguay  
dc.description.fil
Fil: Fraiman, Jacob Ricardo. Universidad de la República. Facultad de Ciencias; Uruguay  
dc.description.fil
Fil: Kalemkerian, Juan. Universidad de la República. Facultad de Ciencias; Uruguay  
dc.description.fil
Fil: Llop Orzan, Pamela Nerina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Santa Fe. Instituto de Matemática Aplicada del Litoral. Universidad Nacional del Litoral. Instituto de Matemática Aplicada del Litoral; Argentina  
dc.journal.title
Journal Of Multivariate Analysis  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/http://dx.doi.org/10.1016/j.jmva.2015.09.022  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/pii/S0047259X15002365  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/https://arxiv.org/abs/1509.01604  

Archivos asociados
Thumbnail
 
Tamaño: 802.5Kb
Formato: PDF
.