Fernández Hilario, A. L. . ., del Jesus Díaz, M. J. ., & Herrera Triguero, F. . (2010). Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning. 6178, 89-98. Dortmund (Germany). (Original work published 2025)
Alberto Luis Fernández Hilario
First name
Alberto Luis
Last name
Fernández Hilario
2010
2009
Fernández Hilario, A. L. . ., del Jesus Díaz, M. J. ., & Herrera Triguero, F. . (2009). Improving the Performance of Fuzzy Rule Based Classification Systems for Highly Imbalanced Data-sets Using an Evolutionary Adaptive Inference System. 5517, 294-301. Salamanca (Spain). (Original work published 2025)
Fernández Hilario, A. L. . ., Herrera Triguero, F. ., & del Jesus Díaz, M. J. . (2009). On the influence of an adaptive inference system in fuzzy rule-based classification sytems for imbalanced data-sets. Expert Systems With Applications, 36, 9805-9812. https://doi.org/10.1016/j.eswa.2009.02.048
García López, S. ., Fernández Hilario, A. L. . ., & Herrera Triguero, F. . (2009). Un Primer Estudio sobre la Utilización de Selección Evolutiva de Conjuntos de Entrenamiento en Problemas de Clasificación con Clases no Balanceadas y árboles de Decisión. 183-190. Málaga (Spain). (Original work published 2025)
Pérez Godoy, M. D. . ., Rivera Rivas, A. J. ., Fernández Hilario, A. L. . ., del Jesus Díaz, M. J. ., & Herrera Triguero, F. . (2009). A Preliminar Analysis of CO2RBFN in Imbalanced Problems (J. . Cabestany, F. . Sandoval, A. . Prieto, & J. M. Corchado, Eds.). Berlin, Heidelberg: Springer Berlin Heidelberg.
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.
García López, S. ., Fernández Hilario, A. L. . ., & Herrera Triguero, F. . (2009). Enhancing the Effectiveness and Interpretability of Decision Tree and Rule Induction Classifiers with Evolutionary Training Set Selection over Imbalanced Problems. Applied Soft Computing, 9, 1304-1314. https://doi.org/10.1016/j.asoc.2009.04.004
Fernández Hilario, A. L. . ., Berlanga, F. ., del Jesus Díaz, M. J. ., & Herrera Triguero, F. . (2009). Genetic Cooperative-Competitive Fuzzy Rule Based Learning Method using Genetic Programming for Highly Imbalanced Data-Sets. 42-47. Lisbon (Portugal).
Fernández Hilario, A. L. . ., del Jesus Díaz, M. J. ., & Herrera Triguero, F. . (2009). Hierarchical fuzzy rule based classfication systems with genetic rule selection for imbalanced data-sets. International Journal of Approximate Reasoning, 50, 561-577. https://doi.org/10.1016/j.ijar.2008.11.004
2008
Alcala-Fdez, J. ., García López, S. ., Berlanga, F. ., Fernández Hilario, A. L. . ., Sánchez, L. ., del Jesus Díaz, M. J. ., & Herrera Triguero, F. . (2008). KEEL: A Data Mining Software Tool Integrating Genetic Fuzzy Systems. 83-88. WittenBommerholz (Germany).