Publications
Using Evolutionary Algorithms as Instance Selection for Data Reduction in KDD: an Experimental Study,
, IEEE Transactions on Evolutionary Computation, Volume 7, Number 6, p.561-575, (2003)
Stratification for Scaling Up Evolutionary Prototype Selection,
, Pattern Recognition Letters, Volume 26, p.953-963, (2005)
Replacement Strategies to Preserve Useful Diversity in Steady-State Genetic Algorithms,
, Information Sciences, (2012)
Replacement strategies to preserve useful diversity in steady-state genetic algorithms,
, Information Sciences, Volume 178, Number 23, p.4421–4433, (2008)
On the Combination of Evolutionary Algorithms and Stratified Strategies for Training Set Selection in Data Mining,
, Applied Soft Computing, Volume 6, p.323-332, (2006)
Modelado cualitativo utilizando una metodología evolutiva de aprendizaje iterativo de bases de reglas difusas,
, Revista Iberoamericana de Inteligencia Artificial, Volume 50, p.56-61, (1998)
Making CN2-SD Subgroup Discovery Algorithm scalable to Large Size Data Sets using Instance Selection,
, Expert Systems with Applications, Volume 35, p.1949-1965, (2008)
Evolutionary Stratified Training Set Selection for Extracting Classification Rules with trade off Precision-Interpretability,
, Data & Knowledge Engineering, Volume 60, Number 1, p.90-108, (2007)
Replacement Strategies to Maintain Useful Diversity in Steady-State Genetic Algorithms,
, Proceedings of the 8th Online World Conference on Soft Computing in Industrial Applications, September, (2003)
An Study on the Combination of Evolutionary Algorithms and Stratified Strategies for Training Set Selection in Data Mining,
, Proceedings of the 8th Online World Conference on Soft Computing in Industrial Applications, September, (2003)
Selección Evolutiva Estratificada de Conjuntos de Entrenamiento para la Obtención de Bases de Reglas con un Alto Equilibrio entre Precisión e Interpretabilidad,
, Tendencias de la Minería de Datos en Spain., p.263 - 274, (2004)
A Study on the Combination of Evolutionary Algorithms and Stratified Strategies for Training Set Selection in Data Mining,
, Soft Computing: Methodologies and Applications, p.271-284, (2005)