María del Pilar Frías Bustamante

Martínez, F. ., Charte Ojeda, F. ., Frías Bustamante, M. del P. ., & Martínez-Rodríguez, A. M. (2022). Strategies for time series forecasting with generalized regression neural networks. Neurocomputing, 491, 509-521. https://doi.org/10.1016/j.neucom.2021.12.028

Martínez, F. ., Charte Ojeda, F. ., Rivera Rivas, A. J. ., & Frías Bustamante, M. del P. . (2019). Automatic Time Series Forecasting with GRNN: A Comparison with Other Models. 198-209. https://doi.org/10.1007/978-3-030-20521-8_17 (Original work published 2019)

Martínez, F. ., Frías Bustamante, M. del P. ., Charte Ojeda, F. ., & Rivera Rivas, A. J. . (2019). Time Series Forecasting with KNN in R: the tsfknn Package. The R Journal, 11, 229-242. https://doi.org/10.32614/RJ-2019-004 (Original work published 2019)

Martínez, F. ., Frías Bustamante, M. del P. ., Pérez Godoy, M. D. . ., & Rivera Rivas, A. J. . (2018). Dealing with seasonality by narrowing the training set in time series forecasting with kNN. Expert Systems With Applications, 103, 38-48. https://doi.org/10.1016/j.eswa.2018.03.005

Martínez, F. ., Frías Bustamante, M. del P. ., Pérez Godoy, M. D. . ., & Rivera Rivas, A. J. . (2017). A methodology for applying k-nearest neighbor to time series forecasting. Artificial Intelligence Review. https://doi.org/10.1007/s10462-017-9593-z (Original work published 2025)

del Jesus Díaz, M. J. ., Martínez, F. ., Pérez Godoy, M. D. . ., Rivera Rivas, A. J. ., & Frías Bustamante, M. del P. . (2014). An ensemble method for time series forecasting with simple exponential smoothing. Presented at the. Rota, Cádiz (Spain). (Original work published)

Rivera Rivas, A. J. ., Pérez-Recuerda, P. ., Pérez Godoy, M. D. . ., del Jesus Díaz, M. J. ., Frías Bustamante, M. del P. ., & Parras, M. . (2011). A study on the medium-term forecasting using exogenous variable selection of the extra-virgin olive oil with soft computing methods. Applied Intelligence, 34, 331-346. https://doi.org/10.1007/s10489-011-0284-1 (Original work published 2025)

Rivera Rivas, A. J. ., Pérez Godoy, M. D. . ., del Jesus Díaz, M. J. ., Pérez-Recuerda, P. ., Frías Bustamante, M. del P. ., & Parras, M. . (2011). A Summary on the Study of the Medium-Term Forecasting of the Extra-Virgen Olive Oil Price (J. A. Lozano, J. A. Gámez, & J. A. Moreno, Eds.). Berlin, Heidelberg: Springer Berlin Heidelberg.

Pérez Godoy, M. D. . ., Pérez, P. ., Rivera Rivas, A. J. ., del Jesus Díaz, M. J. ., Frías Bustamante, M. del P. ., & Parras, M. . (2010). Intelligent Systems in Long-Term Forecasting of the Extra-Virgin Olive Oil Price in the Spanish Market (N. . García-Pedrajas, F. . Herrera Triguero, C. . Fyfe, J. M. Benitez, & M. . Ali, Eds.). Berlin, Heidelberg: Springer Berlin Heidelberg.