Publicaciones

Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks, Fernández, Alberto, del Río Sara, López Victoria, Bawakid Abdullah, del Jesus M. J., Benitez Jose M., and Herrera F. , WIREs Data Mining and Knowledge Discovery, Volume 4, Number 5, p.380-409, (2014)

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Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets, Pérez-Godoy, M.D., Fernández Alberto, Rivas Antonio Rivera, and del Jesus M. J. , Pattern Recognition Letters, 11, Volume 31, Number 15, p.2375-2388, (2010)

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Un sistema de clasificación basado en reglas difusas jerárquico con programación genética para problemas de clasificación altamente no balanceados, López, Victoria, Fernández Alberto, del Jesus M. J., and Herrera F. , 02, (2012)

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Un primer estudio sobre el uso de los sistemas de clasificación basados en reglas difusas en problemas de clasificación con clases no balanceadas, Fernández, Alberto, García Salvador, Herrera F., and del Jesus M. J. , XIV Congreso Español sobre tecnologías y lógica fuzzy, 01, Ciudad Real (Español), (2006)

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Cost Sensitive and Preprocessing for Classification with Imbalanced Data-sets: Similar Behaviour and Potential Hybridizations, López, Victoria, Fernández Alberto, del Jesus M. J., and Herrera F. , ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, 02, Volume 2, (2012)

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Addressing Overlapping in Classification with Imbalanced Datasets: A First Multi-objective Approach for Feature and Instance Selection, Fernández, Alberto, del Jesus M. J., and Herrera F. , Intelligent Data Engineering and Automated Learning – IDEAL 2015, Cham, p.36–44, (2015)

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