Low Quality Data

Palacios, A. M., Sánchez, L. ., Couso, I. ., & Destercke, S. . (2016). An extension of the FURIA classification algorithm to low quality data through fuzzy rankings and its application to the early diagnosis of dyslexia. Neurocomputing, 176, 60-71. https://doi.org/10.1016/j.neucom.2014.11.088
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
Palacios, A. M., Sánchez, L. ., & Couso, I. . (2011). Linguistic cost-sensitive learning of genetic fuzzy classifiers for imprecise data. International Journal of Approximate Reasoning, 52, 841-862. https://doi.org/10.1016/j.ijar.2011.02.007
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)
Palacios, A. M., Sánchez, L. ., & Couso, I. . (2013). CI-LQD: A software tool for modeling and decision making with Low Quality Data. 1-8. https://doi.org/10.1109/FUZZ-IEEE.2013.6622418 (Original work published 2025)
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)
Sánchez, L. ., & Otero, J. . (2007). Learning Fuzzy Linguistic Models from Low Quality Data by Genetic Algorithms. 1-6. https://doi.org/10.1109/FUZZY.2007.4295659 (Original work published 2025)