Javier Barbero-Gómez

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Colorectal Cancer

Convolutional Neural Networks

Ordinal Classification

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Javier Barbero-Gómez, César Hervás-Martínez
Improving the classification of extreme classes by means of loss regularisation and generalised beta distributions. CoRR (2024)
Javier Barbero-Gómez, Pedro Antonio Gutiérrez, César Hervás-Martínez
Error-Correcting Output Codes in the Framework of Deep Ordinal Classification. Neural Process. Lett. 55 (5) (2023)
Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Javier Barbero-Gómez, César Hervás-Martínez
Activation Functions for Convolutional Neural Networks: Proposals and Experimental Study. IEEE Trans. Neural Networks Learn. Syst. 34 (3) (2023)
Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Javier Barbero-Gómez, César Hervás-Martínez
Soft labelling based on triangular distributions for ordinal classification. Inf. Fusion 93 (2023)
Javier Barbero-Gómez, Ricardo Cruz, Jaime S. Cardoso, Pedro Antonio Gutiérrez, César Hervás-Martínez
Evaluating the Performance of Explanation Methods on Ordinal Regression CNN Models. IWANN (2) (2023)
David Guijo-Rubio, Víctor Manuel Vargas, Javier Barbero-Gómez, Jose V. Die, Pablo González-Moreno
Hackathon in Teaching: Applying Machine Learning to Life Sciences Tasks. CISIS-ICEUTE (2022)
Javier Barbero-Gómez, Pedro Antonio Gutiérrez, César Hervás-Martínez
Error-Correcting Output Codes in the Framework of Deep Ordinal Classification. IWANN (2) (2021)
Javier Barbero-Gómez, Pedro Antonio Gutiérrez, Víctor Manuel Vargas, Juan-Antonio Vallejo-Casas, César Hervás-Martínez
An ordinal CNN approach for the assessment of neurological damage in Parkinson's disease patients. Expert Syst. Appl. 182 (2021)
Javier Barbero-Gómez, Pedro Antonio Gutiérrez, Víctor Manuel Vargas, Juan-Antonio Vallejo-Casas, César Hervás-Martínez
An ordinal CNN approach for the assessment of neurological damage in Parkinson's disease patients. CoRR (2021)