Javier Ferreiro-Cabello

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 5

Top Topics

Parameter Optimization

Genetic Algorithm Ga

Top Venues

SOCO-CISIS-ICEUTE

Publications

Francisco Javier Martínez de Pisón, Javier Ferreiro-Cabello, Esteban Fraile-Garcia, Alpha V. Pernía-Espinoza
A comparative study of six model complexity metrics to search for parsimonious models with GAparsimony R Package. Neurocomputing 452 (2021)
F. Javier Martínez-de-Pisón-Ascacibar, Ruben Gonzalez-Sendino, Alvaro Aldama, Javier Ferreiro-Cabello, Esteban Fraile-Garcia
Hybrid methodology based on Bayesian optimization and GA-PARSIMONY to search for parsimony models by combining hyperparameter optimization and feature selection. Neurocomputing 354 (2019)
Francisco Javier Martínez de Pisón, Ruben Gonzalez-Sendino, Javier Ferreiro-Cabello, Esteban Fraile-Garcia, Alpha V. Pernía-Espinoza
GAparsimony: An R Package for Searching Parsimonious Models by Combining Hyperparameter Optimization and Feature Selection. HAIS (2018)
Francisco Javier Martínez de Pisón, Ruben Gonzalez-Sendino, Alvaro Aldama, Javier Ferreiro-Cabello, Esteban Fraile-Garcia
Hybrid Methodology Based on Bayesian Optimization and GA-PARSIMONY for Searching Parsimony Models by Combining Hyperparameter Optimization and Feature Selection. HAIS (2017)
Francisco J. Martínez de Pisón Ascacibar, Esteban Fraile-Garcia, Javier Ferreiro-Cabello, Rubén Gonzalez, Alpha V. Pernía-Espinoza
Searching Parsimonious Solutions with GA-PARSIMONY and XGBoost in High-Dimensional Databases. SOCO-CISIS-ICEUTE (2016)