Now showing items 1-4 of 4

    • BASTIAN: incorporating the Rough Sets theory into a Case-Bases Classifier System 

      Salamó Llorente, Maria; Golobardes, Elisabet (2000-10)
      This paper proposes how to incorporate the Rough Sets theory as a weighting method into a Case-Based Classifier System. This hybrid system has been implemented into the plat­form called BASTIAN ( ...
    • Genetic Classifier System as a heuristic weighting method for a Case-Based Classifier System 

      Golobardes, Elisabet; Llorà Fàbrega, Xavier; Garrell i Guiu, Josep Maria; Vernet Bellet, David; Bacardit Peñarroya, Jaume (2000-10)
      This paper proposes how to use a Genetic Classi­fier System as a heuristic weighting method for a Case-Based Classifier System. The preliminary re­sults are performed into a specific domain: the pre­diction ...
    • Hybrid Deletion Policies for Case Base Maintenance 

      Salamó Llorente, Maria; Golobardes, Elisabet (Proceeding of the 16th International Florida Artificial Intelligence Research Society Conference, 2003-05)
      Case memory maintenance in a Case-Based Reasoning sys-tem is important for two main reasons: (1) to control the casememory size; (2) to reduce irrelevant and redundant instancesthat may produce ...
    • Revisión sobre métricas de complejidad en el modelado de clústers de un sistema CBR 

      Macià Antolinez, Núria; Bernadó Mansilla, Ester; Fornells Herrera, Albert; Golobardes, Elisabet; Martorell Rodon, Josep M.; Garrell i Guiu, Josep Maria (2007-09)
      El análisis de la complejidad de los datos mediante métricas de complejidad es útil para predecir el comportamiento de un sistema de aprendizaje. Este trabajo ilustra cómo las métricas permiten definir ...