Martínez del Rio, F., & Frías Bustamante, M. del P. (2026). Using regression trees for univariate time series forecasting with the utsf package. Neurocomputing, 704(134883). https://doi.org/https://doi.org/10.1016/j.neucom.2026.134883 (Original work published 2026)
María del Pilar Frías Bustamante
Leading initial
M. P.
First name
María del Pilar
Last name
Frías Bustamante
2026
2022
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
2019
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)
2018
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
2017
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
2014
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)
2011
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.
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
2010
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.