Otero, J. ., Junco, L. ., Suárez, R. ., Palacios, A. M., Couso, I. ., & Sánchez, L. . (2016). Finding informative code metrics under uncertainty for predicting the pass rate of online courses. Information Sciences, 373, 42-56. https://doi.org/10.1016/j.ins.2016.08.090
Genetic Fuzzy Systems
Palacios, A. M., Palacios, J. L., Sánchez, L. ., & Alcala-Fdez, J. . (2015). Genetic learning of the membership functions for mining fuzzy association rules from low quality data. Information Sciences, 295, 358-378. https://doi.org/10.1016/j.ins.2014.10.027
Palacios, A. M., Sánchez, L. ., & Couso, I. . (2011). Using the Adaboost algorithm for extracting fuzzy rules from low quality data: Some preliminary results. 1263-1270. https://doi.org/10.1109/FUZZY.2011.6007647 (Original work published 2025)
Berlanga, F. ., Rivera Rivas, A. J. ., del Jesus Díaz, M. J. ., & Herrera Triguero, F. . (2010). GP-COACH: Genetic Programming-based learning of Compact and ACcurate fuzzy rule-based classification systems for High-dimensional problems. Information Sciences, 180, 1183-1200. https://doi.org/10.1016/j.ins.2009.12.020
Martínez, A. ., Sánchez, L. ., & Couso, I. . (2013). Engine Health Monitoring for engine fleets using fuzzy radviz. 1-8. https://doi.org/10.1109/FUZZ-IEEE.2013.6622420 (Original work published 2025)
Palacios, A. M., Palacios, J. L., & Sánchez, L. . (2012). Eliciting a human understandable model of ice adhesion strength for rotor blade leading edge materials from uncertain experimental data. Expert Systems With Applications, 39, 10212-10225. https://doi.org/10.1016/j.eswa.2012.02.155
Villar, J. R., Otero, A. ., Otero, J. ., & Sánchez, L. . (2009). Taximeter verification using imprecise data from GPS. Engineering Applications of Artificial Intelligence, 22, 250-260. https://doi.org/10.1016/j.engappai.2008.07.002
Sánchez, L. ., Suárez, R. ., Villar, J. R., & Couso, I. . (2008). Mutual information-based feature selection and partition design in fuzzy rule-based classifiers from vague data. International Journal of Approximate Reasoning, 49, 607-622. https://doi.org/10.1016/j.ijar.2008.06.005
Sánchez, L. ., & Couso, I. . (2007). Advocating the Use of Imprecisely Observed Data in Genetic Fuzzy Systems. IEEE Transactions on Fuzzy Systems, 15, 551-562. https://doi.org/10.1109/TFUZZ.2007.895942 (Original work published 2025)
Sánchez, L. ., Couso, I. ., & Casillas, J. . (2007). Modeling Vague Data with Genetic Fuzzy Systems under a Combination of Crisp and Imprecise Criteria. 30-37. https://doi.org/10.1109/MCDM.2007.369413 (Original work published 2025)