• closedAccess   Early detection of mechanical damage in mango using NIR hyperspectral images and machine learning 

      Vélez Rivera, Nayeli; Gómez Sanchis, Juan; Chanona Pérez, Jorge; Carrasco, Juan José; Millán Giraldo, Mónica; Lorente, Delia; Cubero, Sergio; Blasco, José Elsevier (2014-06)
      Mango fruit are sensitive and can easily develop brown spots after suffering mechanical stress during postharvest handling, transport and marketing. The manual inspection of this fruit used today cannot detect the damage ...
    • openAccess   Feature selection in regression tasks using conditional mutual information 

      Latorre Carmona, Pedro; Martínez Sotoca, José; Pla, Filiberto; Phoa, Frederick K. H.; Bioucas-Dias, José Springer (2011)
      This paper presents a supervised feature selection method applied to regression problems. The selectionmethod uses a Dissimilarity matrix originally developed for classification problems, whose applicability is extended ...