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ORCIDJavier Barbero-Gómez
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Journal Articles
- 2025
[j5]Javier Barbero-Gómez, Ricardo P. M. Cruz, Jaime S. Cardoso, Pedro Antonio Gutiérrez, César Hervás-Martínez:
CNN explanation methods for ordinal regression tasks. Neurocomputing 615: 128878 (2025)- 2023
- [j4]Víctor Manuel Vargas
, Pedro Antonio Gutiérrez, Javier Barbero-Gómez, César Hervás-Martínez:
Soft labelling based on triangular distributions for ordinal classification. Inf. Fusion 93: 258-267 (2023) - [j3]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): 5299-5330 (2023) - [j2]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): 1478-1488 (2023) - 2021
- [j1]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: 115271 (2021)
Conference and Workshop Papers
- 2023
- [c3]Javier Barbero-Gómez, Ricardo P. M. Cruz, Jaime S. Cardoso, Pedro Antonio Gutiérrez, César Hervás-Martínez:
Evaluating the Performance of Explanation Methods on Ordinal Regression CNN Models. IWANN (2) 2023: 529-540 - 2022
- [c2]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: 236-246 - 2021
- [c1]Javier Barbero-Gómez, Pedro Antonio Gutiérrez, César Hervás-Martínez:
Error-Correcting Output Codes in the Framework of Deep Ordinal Classification. IWANN (2) 2021: 3-13
Informal and Other Publications
- 2024
- [i2]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 abs/2407.12417 (2024) - 2021
- [i1]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 abs/2106.05230 (2021)
Coauthor Index
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