Now showing items 1-10 of 10

    • Chapter of Book
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      Analysis of Feature Rankings for Classification 

      Ruiz Sánchez, Roberto; Aguilar Ruiz, Jesús Salvador; Riquelme Santos, José Cristóbal; Díaz Díaz, Norberto (2005)
      Different ways of contrast generated rankings by feature selection algorithms are presented in this paper, showing several ...
    • Chapter of Book
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      Evolutionary q-Gaussian Radial Basis Functions for Improving Prediction Accuracy of Gene Classification Using Feature Selection 

      Fernández Navarro, Francisco; Hervás Martínez, César; Gutiérrez, Pedro Antonio; Ruiz Sánchez, Roberto; Riquelme Santos, José Cristóbal (2010)
      This paper proposes a Radial Basis Function Neural Network (RBFNN) which reproduces different Radial Basis Functions (RBFs) ...
    • Chapter of Book
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      Fast Feature Ranking Algorithm 

      Ruiz Sánchez, Roberto; Riquelme Santos, José Cristóbal; Aguilar Ruiz, Jesús Salvador (2003)
      The attribute selection techniques for supervised learning, used in the preprocessing phase to emphasize the most relevant ...
    • Chapter of Book
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      Fast Feature Selection by Means of Projections 

      Ruiz Sánchez, Roberto; Riquelme Santos, José Cristóbal; Aguilar Ruiz, Jesús Salvador (2003)
      The attribute selection techniques for supervised learning, used in the preprocessing phase to emphasize the most relevant ...
    • Chapter of Book
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      Heuristic Search over a Ranking for Feature Selection 

      Ruiz Sánchez, Roberto; Riquelme Santos, José Cristóbal; Aguilar Ruiz, Jesús Salvador (2005)
      In this work, we suggest a new feature selection technique that lets us use the wrapper approach for finding a well suited ...
    • PhD Thesis
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      Heurísticas de selección de atributos para datos de gran dimensionalidad 

      Ruiz Sánchez, Roberto (2006)
      Esta tesis doctoral se enmarca en el campo del aprendizaje automático y aborda uno de sus principales problemas, como es ...
    • Chapter of Book
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      NLC: A Measure Based on Projections 

      Ruiz Sánchez, Roberto; Riquelme Santos, José Cristóbal; Aguilar Ruiz, Jesús Salvador (2003)
      In this paper, we propose a new feature selection criterion. It is based on the projections of data set elements onto each ...
    • Chapter of Book
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      Separation Surfaces through Genetic Programming 

      Riquelme Santos, José Cristóbal; Giráldez Rojo, Raúl; Aguilar Ruiz, Jesús Salvador; Ruiz Sánchez, Roberto (2001)
      The aim of this paper is to describe a study for the obtaining, symbolically, of the separation surfaces between clusters ...
    • Chapter of Book
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      SOAP: Efficient Feature Selection of Numeric Attributes 

      Ruiz Sánchez, Roberto; Aguilar Ruiz, Jesús Salvador; Riquelme Santos, José Cristóbal (2002)
      The attribute selection techniques for supervised learning, used in the preprocessing phase to emphasize the most relevant ...
    • Chapter of Book
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      Wrapper for Ranking Feature Selection 

      Ruiz Sánchez, Roberto; Aguilar Ruiz, Jesús Salvador; Riquelme Santos, José Cristóbal (2004)
      We propose a new feature selection criterion not based on calculated measures between attributes, or complex and costly ...