Cano De Amo, J. R. . ., Gutiérrez, P. A., Krawczyk, B. ., Woźniak, M. ., & García López, S. . (2019). Monotonic classification: An overview on algorithms, performance measures and data sets. Neurocomputing, 341, 168-182. https://doi.org/10.1016/j.neucom.2019.02.024 (Original work published 2019)
Salvador García López
First name
Salvador
Last name
García López
2019
Cordon, I. ., Luengo, J. ., García López, S. ., Herrera Triguero, F. ., & Charte Ojeda, F. . (2019). Smartdata: Data preprocessing to achieve smart data in R. Neurocomputing, 360, 1-13. https://doi.org/10.1016/j.neucom.2019.06.006 (Original work published 2019)
2018
Cano De Amo, J. R. . ., & García López, S. . (2018). A First Attempt on Monotonic Training Set Selection (F. J. de C. Juez, J. R. Villar, E. A. de la Cal, álvaro . Herrero, H. . Quintián, J. A. Sáez, & E. . Corchado, Eds.). Cham: Springer International Publishing.
Charte, D. ", Charte Ojeda, F. ., García López, S. ., del Jesus Díaz, M. J. ., & Herrera Triguero, F. . (2018). A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines. 949-950. Granada (Spain). (Original work published)
Charte, D. ", Charte Ojeda, F. ., García López, S. ., & Herrera Triguero, F. . (2018). A snapshot on nonstandard supervised learning problems: taxonomy, relationships, problem transformations and algorithm adaptations. Progress in Artificial Intelligence. https://doi.org/10.1007/s13748-018-00167-7 (Original work published 2025)
2017
Jarwar, M. A., Abbasi, R. A., Mushtaq, M. ., Maqbool, O. ., Aljohani, N. R., Daud, A. ., … Chong, I. . (2017). CommuniMents: A Framework for Detecting Community Based Sentiments for Events. International Journal on Semantic Web and Information Systems, 13, 87-108.
Triguero, I. ., Gonzalez, S. ., Moyano, J. ., García López, S. ., Alcala-Fdez, J. ., Luengo, J. ., … PRESS., A. . (2017). KEEL 3.0: An Open Source Software for Multi-Stage Analysis in Data Mining. International Journal of Computational Intelligence Systems, 10, 1238-1249.
García, J. ., Fardoun, H. M., Alghazzawi, D. M., Cano De Amo, J. R. . ., & García López, S. . (2017). MoNGEL: monotonic nested generalized exemplar learning. Pattern Analysis and Applications, 20, 441-452. https://doi.org/10.1007/s10044-015-0506-y (Original work published 2025)
Cano De Amo, J. R. . ., Aljohani, N. R., Abbasi, R. A., Alowidbi, J. S., & García López, S. . (2017). Prototype selection to improve monotonic nearest neighbor. Engineering Applications of Artificial Intelligence, 60, 128-135. https://doi.org/10.1016/j.engappai.2017.02.006
Cano De Amo, J. R. . ., & García López, S. . (2017). Training set selection for monotonic ordinal classification. Data \& Knowledge Engineering, 112, 94-105. https://doi.org/10.1016/j.datak.2017.10.003