José Ramón Alonso Fernández

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 7

Top Topics

Regression Trees

Support Vector Machine

Top Venues

J. Comput. Appl. Math.

Math. Comput. Simul.

Appl. Math. Comput.

Neural Comput. Appl.

Publications

Paulino José García Nieto, Esperanza García Gonzalo, José Ramón Alonso Fernández, Cristina Díaz Muñiz
Modeling algal atypical proliferation in La Barca reservoir using L-SHADE optimized gradient boosted regression trees: a case study. Neural Comput. Appl. 33 (13) (2021)
P. J. García Nieto, Esperanza García Gonzalo, Fernando Sánchez Lasheras, José Ramón Alonso Fernández, Cristina Díaz Muñiz
A hybrid DE optimized wavelet kernel SVR-based technique for algal atypical proliferation forecast in La Barca reservoir: A case study. J. Comput. Appl. Math. 366 (2020)
P. J. García Nieto, Esperanza García Gonzalo, José Ramón Alonso Fernández, Cristina Díaz Muñiz
Modeling of the algal atypical increase in La Barca reservoir using the DE optimized least square support vector machine approach with feature selection. Math. Comput. Simul. 166 (2019)
P. J. García Nieto, Esperanza García Gonzalo, José Ramón Alonso Fernández, Cristina Díaz Muñiz
A hybrid wavelet kernel SVM-based method using artificial bee colony algorithm for predicting the cyanotoxin content from experimental cyanobacteria concentrations in the Trasona reservoir (Northern Spain). J. Comput. Appl. Math. 309 (2017)
P. J. García Nieto, Esperanza García Gonzalo, José Ramón Alonso Fernández, Cristina Díaz Muñiz
A hybrid PSO optimized SVM-based model for predicting a successful growth cycle of the Spirulina platensis from raceway experiments data. J. Comput. Appl. Math. 291 (2016)
P. J. García Nieto, José Ramón Alonso Fernández, Esperanza García Gonzalo, Cristina Díaz Muñiz, Ricardo Mayo Bayón, Víctor M. González Suárez
A new predictive model for the cyanotoxin content from experimental cyanobacteria concentrations in a reservoir based on the ABC optimized support vector machine approach: A case study in Northern Spain. Ecol. Informatics 30 (2015)
P. J. García Nieto, José Ramón Alonso Fernández, Víctor M. González Suárez, Cristina Díaz Muñiz, Esperanza García Gonzalo, Ricardo Mayo Bayón
A hybrid PSO optimized SVM-based method for predicting of the cyanotoxin content from experimental cyanobacteria concentrations in the Trasona reservoir: A case study in Northern Spain. Appl. Math. Comput. 260 (2015)