Publications
Publications
Mitigating bias in artificial intelligence: Fair data generation via causal models for transparent and explainable decision-making
2024
In the evolving field of Artificial Intelligence, concerns have arisen about the opacity of certain models and their potential biases. This study aims...read more
A Review of Bias and Fairness in Artificial Intelligence
2023
Automating decision systems has led to hidden biases in the use of artificial intelligence (AI). Consequently, explaining these decisions and identify...read more
ISA-bEL: Intelligent Search Algorithm based on Entity Linking
2022
Nowadays, the way in which the people interact with computers has changed. Text- or voice-based interfaces are being widely applied in different indus...read more
Resilient Arrival Runway Occupancy Time prediction for decision-making tool in Barcelona (LEBL) airport.
2020
When trying to maximise the use of the airport airside, it becomes a key factor for tower Air Traffic Controllers (ATCos) to optimise the runway occup...read more
Hybrid methodology based on Bayesian optimization and GA-PARSIMONY to search for parsimony models by combining hyperparameter optimization and feature selection
2019
This article presents a hybrid methodology that combines Bayesian optimization (BO) with a constrained version of the GA-PARSIMONY method to obtain pa...read more
GAparsimony: An R Package for Searching Parsimonious Models by Combining Hyperparameter Optimization and Feature Selection
2018
Nowadays, there is an increasing interest in automating KDD processes. Thanks to the increasing power and costs reduction of computation devices, the ...read more
Hybrid methodology based on bayesian optimization and ga-parsimony for searching parsimony models by combining hyperparameter optimization and feature selection
2017
This paper presents a hybrid methodology that combines Bayesian Optimization (BO) with a constrained version of the GA-PARSIMONY method to obtain pars...read more