| 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 | 32 | 2021 |
| 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 | 17 | 2023 |
| 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 | 14 | 2021 |
| 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 | 7 | 2022 |
| 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 | 3 | 2023 |
| CNN explanation methods for ordinal regression tasks J Barbero-Gómez, RPM Cruz, JS Cardoso, PA Gutiérrez, ... Neurocomputing 615, 128878, 2025 | 2 | 2025 |
| 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 |
Pedro Antonio GutiérrezFull Professor of Computer Science, University of Córdoba (Spain)Verified email at uco.es
