Galar, M., Fernández Hilario, A. L., Barrenechea, E., Bustince, H., & Herrera Triguero, F. (2012). A Review on Ensembles for Class Imbalance Problem: Bagging, Boosting and Hybrid Based Approaches. IEEE Transactions on System, Man and Cybernetics - Part C: Applications and Reviews, 42, 463-484. https://doi.org/10.1109/TSMCC.2011.2161285
Francisco Herrera Triguero
First name
Francisco
Last name
Herrera Triguero
2012
López, V., Fernández Hilario, A. L., Moreno-Torres, J., & Herrera Triguero, F. (2012). Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. Open problems on intrinsic data characteristics. Expert Systems with Applications, 39, 6585-6608. https://doi.org/10.1016/j.eswa.2011.12.043
Gacto, M. J., Alcalá, R., & Herrera Triguero, F. (2012). Aprendizaje Evolutivo De Sistemas Aproximativos De Tipo TSK Para Problemas De Alta Dimensionalidad. 295-300. Valladolid (Spain). (Original work published 2026)
2011
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
Herrera Triguero, F., Carmona, C. J., González García, P., & del Jesus Díaz, M. J. (2011). An overview on Subgroup Discovery: Foundations and Applications. Knowledge and Information Systems, 29, 495-525. https://doi.org/10.1007/s10115-010-0356-2
Carmona, C. J., González García, P., del Jesus Díaz, M. J., & Herrera Triguero, F. (2011). Analysis of the Impact of Using Different Diversity Functions for the Subgroup Discovery Algorithm NMEEF-SD. 17-23. Paris (France). (Original work published 2026)
Gacto, M. J., Alcalá, R., & Herrera Triguero, F. (2011). Evolutionary Multi-Objective Algorithm to Effectively Improve the Performance of the Classic Tuning of Fuzzy Logic Controllers for a Heating, Ventilating and Air Conditioning System. Presentado en. (Original work published 2026)
García López, S., Derrac, J., Luengo, J., Carmona, C. J., & Herrera Triguero, F. (2011). Evolutionary Selection of Hyperrectangles in Nested Generalized Exemplar Learning. Applied Soft Computing, 11, 3032-3045. https://doi.org/10.1016/j.asoc.2010.11.030
Gacto, M. J., Alcalá, R., & Herrera Triguero, F. (2011). Interpretability of Linguistic Fuzzy Rule-Based Systems: An Overview of Interpretability Measures. Information Sciences, 181, 4340-4360. https://doi.org/10.1016/j.ins.2011.02.021 COMPLEMENTARY MATERIAL to the paper here: links to the papers with doi, new contributions, etc..
Alcala-Fdez, J., Fernández Hilario, A. L., Luengo, J., Derrac, J., García López, S., Sánchez, L., & Herrera Triguero, F. (2011). KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework. Journal of Multiple-Valued Logic and Soft Computing, 17, 255-287.