Browsing UJI: Investigación by Author "2b30d105-0240-4379-9100-4fb840fc38c9"

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    • openAccess   Equilibrating the recognition of the minority Class in the imbalance context 

      Cleofás Sánchez, Laura; Camacho Nieto, Oscar; Sánchez Garreta, Josep Salvador; Yáñez Márquez, Cornelio; Valdovinos Rosas, Rosa María Naturals Publishing (2014-01)
      In pattern recognition, it is well known that the classifier performance depends on the classification rule and the complexities presented in the data sets (such as class overlapping, class imbalance, outliers, high-dimensional ...

    • openAccess   Estudio empírico del enfoque asociativo en el contexto de los problemas de clasificación 

      Cleofas Sánchez, Laura; Pineda Briseno, Anabel; Valdovinos Rosas, Rosa María; Sánchez Garreta, Josep Salvador; García, Vicente; Camacho Nieto, Oscar; Pérez Meana, Héctor; Nakano Miyatake, Mariko Centro de Investigacion en Computacion (CIC) del Instituto Politecnico Nacional (IPN) (2019)
      Research carried out by the scientific community has shown that the performance of the classifiers depends not only on the learning rule, if not also on the complexities inherent in the data sets. Some traditional classifiers ...