Ruben Gonzalez-Sendino

According to our database, Ruben Gonzalez-Sendino authored at least 8 papers between 2017 and 2025.

Collaborative distances:

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

2025

Demographic Benchmarking: Bridging Socio-Technical Gaps in Bias Detection.

Gemma Galdon Clavell, Ruben Gonzalez-Sendino, Paola Vazquez

CoRR, January, 2025

What we learned while automating bias detection in AI hiring systems for compliance with NYC Local Law 144.

Gemma Galdon Clavell, Ruben Gonzalez-Sendino

CoRR, January, 2025

Quantifying algorithmic discrimination: A two-dimensional approach to fairness in artificial intelligence.

Ruben Gonzalez-Sendino, Emilio Serrano, Javier Bajo

Eng. Appl. Artif. Intell., 2025

2024

A Review of Bias and Fairness in Artificial Intelligence.

Ruben Gonzalez-Sendino, Emilio Serrano, Javier Bajo, Paulo Novais

Int. J. Interact. Multim. Artif. Intell., 2024

Mitigating bias in artificial intelligence: Fair data generation via causal models for transparent and explainable decision-making.

Ruben Gonzalez-Sendino, Emilio Serrano, Javier Bajo

Future Gener. Comput. Syst., 2024

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