Browsing Artículos (Instituto de Matemáticas de la Universidad de Sevilla (Antonio de Castro Brzezicki)) by Author 

Browsing Artículos (Instituto de Matemáticas de la Universidad de Sevilla (Antonio de Castro Brzezicki)) by Author "Benítez Peña, Sandra"  

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    • Article
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      Cost-sensitive feature selection for support vector machines 

      Benítez Peña, Sandra; Blanquero Bravo, Rafael; Carrizosa Priego, Emilio José; Ramírez Cobo, Josefa (Elsevier, 2018-03)
      Feature Selection (FS) is a crucial procedure in Data Science tasks such as Classification, since it identifies the ...
    • Article
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      On support vector machines under a multiple-cost scenario 

      Benítez Peña, Sandra; Blanquero Bravo, Rafael; Carrizosa Priego, Emilio José; Ramírez Cobo, Josefa (Springer, 2018-07-31)
      Support vector machine (SVM) is a powerful tool in binary classification, known to attain excellent misclassification ...