Luengo, J. ., Fernández Hilario, A. L. . ., García López, S. ., & Herrera Triguero, F. . (2011). Addressing Data Complexity for Imbalanced Data Sets: Analysis of SMOTE-based Oversampling and Evolutionary Undersampling. Soft Computing, 15, 1909-1936. https://doi.org/10.1007/s00500-010-0625-8
J. Luengo
First name
J.
Last name
Luengo
2011
2010
García López, S. ., Fernández Hilario, A. L. . ., Luengo, J. ., & Herrera Triguero, F. . (2010). Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental Analysis of Power. Information Sciences, 180, 2044-2064. https://doi.org/10.1016/j.ins.2009.12.010
Fernández Hilario, A. L. . ., Luengo, J. ., García López, S. ., Bernadó-Mansilla, E. ., & Herrera Triguero, F. . (2010). Genetics-Based Machine Learning for Rule Induction: State of the Art, Taxonomy and Comparative Study. IEEE Transactions on Evolutionary Computation, 14, 913-941. https://doi.org/10.1109/TEVC.2009.2039140
2009
Luengo, J. ., Fernández Hilario, A. L. . ., Herrera Triguero, F. ., & García López, S. . (2009). Addressing Data-Complexity for Imbalanced Data-sets: A Preliminary Study on the Use of Preprocessing for C4.5. 523-528.
2008
Luengo, J. ., García López, S. ., Cano De Amo, J. R. . ., & Herrera Triguero, F. . (2008). Estudio de la influencia de las medidas de complejidad de los datos en los Sistemas de Clasifcación Basados en Reglas Difusas: Análisis de la Razón Discriminante de Fisher. 257-263. Mieres (Spain). (Original work published 2025)