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Javier Barbero-Gómez
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An ordinal CNN approach for the assessment of neurological damage in Parkinson’s disease patients
J Barbero-Gómez, PA Gutiérrez, VM Vargas, JA Vallejo-Casas, ...
Expert Systems with Applications 182, 115271, 2021
312021
Soft labelling based on triangular distributions for ordinal classification
VM Vargas, PA Gutiérrez, J Barbero-Gómez, C Hervás-Martínez
Information Fusion 93, 258-267, 2023
172023
Activation functions for convolutional neural networks: Proposals and experimental study
VM Vargas, PA Gutiérrez, J Barbero-Gómez, C Hervás-Martínez
IEEE Transactions on Neural Networks and Learning Systems 34 (3), 1478-1488, 2021
142021
Error-Correcting Output Codes in the Framework of Deep Ordinal Classification
J Barbero-Gómez, PA Gutiérrez, C Hervás-Martínez
Neural Processing Letters, 1-32, 2022
72022
Evaluating the Performance of Explanation Methods on Ordinal Regression CNN Models
J Barbero-Gómez, R Cruz, JS Cardoso, PA Gutiérrez, C Hervás-Martínez
International Work-Conference on Artificial Neural Networks, 529-540, 2023
32023
CNN explanation methods for ordinal regression tasks
J Barbero-Gómez, RPM Cruz, JS Cardoso, PA Gutiérrez, ...
Neurocomputing 615, 128878, 2025
12025
Improving the classification of extreme classes by means of loss regularisation and generalised beta distributions
VM Vargas, PA Gutiérrez, J Barbero-Gómez, C Hervás-Martínez
arXiv preprint arXiv:2407.12417, 2024
2024
Deep learning techniques for ordinal spatial data and applications in medical imaging
J Barbero-Gómez
Universidad de Córdoba, UCOPress, 2024
2024
Hackathon in Teaching: Applying Machine Learning to Life Sciences Tasks
D Guijo-Rubio, VM Vargas, J Barbero-Gómez, JV Die, ...
Computational Intelligence in Security for Information Systems Conference …, 2022
2022
Potenciando el perfil profesional Científico de Datos mediante dinámicas de competición
D Guijo-Rubio, V Vargas-Yun, AM Durán-Rosal, AM Gómez-Orellana, ...
UCOPress, 2021
2021
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