Now showing items 1-6 of 6

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      A nested heuristic for parameter tuning in support vector machines  [Article]

      Carrizosa Priego, Emilio José; Martín Barragán, Belén; Romero Morales, María Dolores (Elsevier, 2014-03)
      The default approach for tuning the parameters of a Support Vector Machine (SVM) is a grid search in the parameter space. Different metaheuristics have been recently proposed as a more efficient alternative, but they have ...
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      Binarized support vector machines  [Article]

      Carrizosa Priego, Emilio José; Martín Barragán, Belén; Romero Morales, María Dolores (INFORMS (Institute for Operations Research and Management Sciences), 2010)
      The widely used Support Vector Machine (SVM) method has shown to yield very good results in Supervised Classification problems. Other methods such as Classification Trees have become more popular among practitioners than ...
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      Detecting relevant variables and interactions in supervised classification  [Article]

      Carrizosa Priego, Emilio José; Martín Barragán, Belén; Romero Morales, María Dolores (Elsevier, 2011-08-16)
      The widely used Support Vector Machine (SVM) method has shown to yield good results in Supervised Classification problems. When the interpretability is an important issue, then classification methods such as Classification ...
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      Máquinas de vector de apoyo: problemas de programación matemática en clasificación  [Article]

      Carrizosa Priego, Emilio José; Martín Barragán, Belén (Sociedad de Estadística e Investigación Operativa, 2005-06)
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      Multi-group support vector machines with measurement costs a biobjective approach  [Article]

      Carrizosa Priego, Emilio José; Martín Barragán, Belén; Romero Morales, María Dolores (Elsevier, 2008-03)
      Support Vector Machine has shown to have good performance in many practical classification settings. In this paper we propose, for multi-group classification, a biobjective optimization model in which we consider not only ...
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      Programación matemática para las máquinas de vector de apoyo: mathematical programming for support vector machines  [PhD Thesis]

      Martín Barragán, Belén (2006)
      En esta Tesis Doctoral, presentamos algunas propuestas en las que las herramientas de la Programación Matemática se usan para obtener clasificadores que tengan algunas propiedades interesantes. En aplicaciones prácticas, ...