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  • Joaquín Derrac, Salvador García, Daniel Molina, Francisco Herrera
  • Computer Science
  • Swarm Evol. Comput.
  • 2011 (First Publication: 1 March 2011)
  • a b s t r a c t The interest in nonparametric statistical analysis has grown recently in the field of computational intelligence. In many experimental studies, the lack of the required properties forContinue Reading
  • Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera
  • Computer Science
  • IEEE Transactions on Systems, Man, and…
  • 2012 (First Publication: 1 July 2012)
  • Classifier learning with data-sets that suffer from imbalanced class distributions is a challenging problem in data mining community. This issue occurs when the number of examples that represent oneContinue Reading
  • Victoria López, Alberto Fernández, Salvador García, Vasile Palade, Francisco Herrera
  • Computer Science
  • Inf. Sci.
  • 2013 (First Publication: 1 November 2013)
  • Training classifiers with datasets which suffer of imbalanced class distributions is an important problem in data mining. This issue occurs when the number of examples representing the class ofContinue Reading
  • Francisco Chiclana, Francisco Herrera, Enrique Herrera-Viedma
  • Mathematics, Computer Science
  • Fuzzy Sets Syst.
  • 1998 (First Publication: 1 July 1998)
  • Abstract The purpose of this paper is to study a fuzzy multipurpose decision making problem, where the information about the alternatives provided by the experts can be of a diverse nature. theContinue Reading
  • Salvador García, Alberto Fernández, Julián Luengo, Francisco Herrera
  • Computer Science
  • Inf. Sci.
  • 2010 (First Publication: 1 May 2010)
  • Experimental analysis of the performance of a proposed method is a crucial and necessary task in an investigation. In this paper, we focus on the use of nonparametric statistical inference forContinue Reading
  • Salvador García, Daniel Molina, Manuel Lozano, Francisco Herrera
  • Computer Science
  • J. Heuristics
  • 2008 (First Publication: 1 December 2009)
  • In recent years, there has been a growing interest for the experimental analysis in the field of evolutionary algorithms. It is noticeable due to the existence of numerous papers which analyze andContinue Reading