Margin maximization in spherical separation (Articolo in rivista)

Type
Label
  • Margin maximization in spherical separation (Articolo in rivista) (literal)
Anno
  • 2012-01-01T00:00:00+01:00 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi
  • 10.1007/s10589-012-9486-7 (literal)
Alternative label
  • Annabella Astorino, Antonio Fuduli, Manlio Gaudioso (2012)
    Margin maximization in spherical separation
    in Computational optimization and applications
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • Annabella Astorino, Antonio Fuduli, Manlio Gaudioso (literal)
Pagina inizio
  • 301 (literal)
Pagina fine
  • 322 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume
  • 53 (literal)
Rivista
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroFascicolo
  • 2 (literal)
Note
  • ISI Web of Science (WOS) (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • ICAR-CNR, Dip. di Matematica-UNICAL, DEIS-UNICAL (literal)
Titolo
  • Margin maximization in spherical separation (literal)
Abstract
  • We face the problem of strictly separating two sets of points by means of a sphere, considering the two cases where the center of the sphere is fixed or free, respectively. In particular, for the former we present a fast and simple solution algorithm, whereas for the latter one we use the DC-Algorithm based on a DC decomposition of the error function. Numerical results for both the cases are presented on several classical binary datasets drawn from the literature. (literal)
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