Javier Barbero-Gómez

According to our database, Javier Barbero-Gómez authored at least 8 papers between 2021 and 2025.

Collaborative distances:

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

2025

CNN explanation methods for ordinal regression tasks.

Javier Barbero-Gómez, Ricardo P. M. Cruz, Jaime S. Cardoso, Pedro Antonio Gutiérrez, César Hervás-Martínez

Neurocomputing, 2025

2024

Improving the classification of extreme classes by means of loss regularisation and generalised beta distributions.

Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Javier Barbero-Gómez, César Hervás-Martínez

CoRR, 2024

2023

Error-Correcting Output Codes in the Framework of Deep Ordinal Classification.

Javier Barbero-Gómez, Pedro Antonio Gutiérrez, César Hervás-Martínez

Neural Process. Lett., October, 2023

Soft labelling based on triangular distributions for ordinal classification.

Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Javier Barbero-Gómez, César Hervás-Martínez

Inf. Fusion, May, 2023

Activation Functions for Convolutional Neural Networks: Proposals and Experimental Study.

Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Javier Barbero-Gómez, César Hervás-Martínez

IEEE Trans. Neural Networks Learn. Syst., March, 2023

Evaluating the Performance of Explanation Methods on Ordinal Regression CNN Models.

Javier Barbero-Gómez, Ricardo P. M. Cruz, Jaime S. Cardoso, Pedro Antonio Gutiérrez, César Hervás-Martínez

Proceedings of the Advances in Computational Intelligence, 2023

2022

Hackathon in Teaching: Applying Machine Learning to Life Sciences Tasks.

David Guijo-Rubio, Víctor Manuel Vargas, Javier Barbero-Gómez, Jose V. Die, Pablo González-Moreno

Proceedings of the International Joint Conference 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) 13th International Conference on EUropean Transnational Education (ICEUTE 2022), 2022

2021

An ordinal CNN approach for the assessment of neurological damage in Parkinson's disease patients.

Javier Barbero-Gómez, Pedro Antonio Gutiérrez, Víctor Manuel Vargas, Juan-Antonio Vallejo-Casas, César Hervás-Martínez

Expert Syst. Appl., 2021