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Multiple Ordinal Regression by Maximizing the Sum of Margins

Human preferences are usually measured using ordinal variables. A system whose goal is to estimate the preferences of humans and their underlying decision mechanisms requires to learn the ordering of any given sample set. We consider the solution of this ordinal regression problem using a Support Ve...

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Detalhes bibliográficos
Publicado no:IEEE Trans Neural Netw Learn Syst
Main Authors: Hamsici, Onur C., Martinez, Aleix M.
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4848170/
https://ncbi.nlm.nih.gov/pubmed/26529784
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TNNLS.2015.2477321
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