Javier Ferreiro-Cabello

According to our database, Javier Ferreiro-Cabello authored at least 5 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

A comparative study of six model complexity metrics to search for parsimonious models with GAparsimony R Package.

Francisco Javier Martínez de Pisón, Javier Ferreiro-Cabello, Esteban Fraile-Garcia, Alpha V. Pernía-Espinoza

Neurocomputing, 2021

2019

Hybrid methodology based on Bayesian optimization and GA-PARSIMONY to search for parsimony models by combining hyperparameter optimization and feature selection.

F. Javier Martínez-de-Pisón-Ascacibar, Ruben Gonzalez-Sendino, Alvaro Aldama, Javier Ferreiro-Cabello, Esteban Fraile-Garcia

Neurocomputing, 2019

2018

GAparsimony: An R Package for Searching Parsimonious Models by Combining Hyperparameter Optimization and Feature Selection.

Francisco Javier Martínez de Pisón, Ruben Gonzalez-Sendino, Javier Ferreiro-Cabello, Esteban Fraile-Garcia, Alpha V. Pernía-Espinoza

Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

2017

Hybrid Methodology Based on Bayesian Optimization and GA-PARSIMONY for Searching Parsimony Models by Combining Hyperparameter Optimization and Feature Selection.

Francisco Javier Martínez de Pisón, Ruben Gonzalez-Sendino, Alvaro Aldama, Javier Ferreiro-Cabello, Esteban Fraile-Garcia

Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

2016

Searching Parsimonious Solutions with GA-PARSIMONY and XGBoost in High-Dimensional Databases.

Francisco J. Martínez de Pisón Ascacibar, Esteban Fraile-Garcia, Javier Ferreiro-Cabello, Rubén González Crespo, Alpha V. Pernía-Espinoza

Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016