Browsing Redes de Neuronas Artificiais e Sistemas Adaptativos -Informática Médica e Diagnóstico Radiolóxico (RNASA - IMEDIR) by Subject "Validation"

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    • Population Subset Selection for the Use of a Validation Dataset for Overfitting Control in Genetic Programming 

      Rivero, Daniel; Fernández-Blanco, Enrique; Fernández-Lozano, Carlos; Pazos, A. (Taylor & Francis Group, 2019-07-31)
      [Abstract] Genetic Programming (GP) is a technique which is able to solve different problems through the evolution of mathematical expressions. However, in order to be applied, its tendency to overfit the data is one of ...

    • Validation of an Aesthetic Assessment System for Commercial Tasks 

      Rodríguez-Fernández, Nereida; Álvarez-González, S.; Santos, Iria; Torrente-Patiño, Álvaro; Carballal, Adrián; Romero, Juan (MDPI, 2022)
      [Abstract] Automatic prediction of the aesthetic value of images has received increasing attention in recent years. This is due, on the one hand, to the potential impact that predicting the aesthetic value has on practical ...