| Cumulative link models for deep ordinal classification VM Vargas, PA Gutierrez, C Hervas-Martinez Neurocomputing 401, 48-58, 2020 | 53 | 2020 |
| Optimising convolutional neural networks using a hybrid statistically-driven coral reef optimisation algorithm A Martin, VM Vargas, PA Gutiérrez, D Camacho, C Hervas-Martinez Applied Soft Computing 90, 106144, 2020 | 44 | 2020 |
| Unimodal regularisation based on beta distribution for deep ordinal regression VM Vargas, PA Gutiérrez, C Hervás-Martínez Pattern Recognition 122, 108310, 2022 | 43 | 2022 |
| 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 | 43 | 2021 |
| A novel deep ordinal classification approach for aesthetic quality control classification R Rosati, L Romeo, VM Vargas, PA Gutiérrez, C Hervás-Martínez, ... Neural Computing and Applications 34 (14), 11625-11639, 2022 | 28 | 2022 |
| 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 | 26 | 2023 |
| Deep learning based hierarchical classifier for weapon stock aesthetic quality control assessment VM Vargas, PA Gutiérrez, R Rosati, L Romeo, E Frontoni, ... Computers in Industry 144, 103786, 2023 | 23 | 2023 |
| Activation functions for convolutional neural networks: proposals and experimental study VM Vargas, PA Gutierrez, J Barbero-Gomez, C Hervas-Martinez IEEE Transactions on Neural Networks and Learning Systems 34 (3), 1478-1488, 2021 | 21 | 2021 |
| A hybrid feature learning approach based on convolutional kernels for ATM fault prediction using event-log data VM Vargas, R Rosati, C Hervás-Martínez, A Mancini, L Romeo, ... Engineering applications of artificial intelligence 123, 106463, 2023 | 19 | 2023 |
| Relu-based activations: Analysis and experimental study for deep learning VM Vargas, D Guijo-Rubio, PA Gutiérrez, C Hervás-Martínez Conference of the spanish association for artificial intelligence, 33-43, 2021 | 18 | 2021 |
| Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment VM Vargas, PA Gutiérrez, R Rosati, L Romeo, E Frontoni, ... Applied Soft Computing 138, 110191, 2023 | 16 | 2023 |
| Deep ordinal classification based on the proportional odds model VM Vargas, PA Gutiérrez, C Hervás International Work-Conference on the Interplay Between Natural and …, 2019 | 14 | 2019 |
| Predictive maintenance of ATM machines by modelling remaining useful life with machine learning techniques R Rosati, L Romeo, VM Vargas, PA Gutiérrez, C Hervás-Martínez, ... International workshop on soft computing models in industrial and …, 2022 | 12 | 2022 |
| Statistically-driven coral reef metaheuristic for automatic hyperparameter setting and architecture design of convolutional neural networks A Martin, R Lara-Cabrera, VM Vargas, PA Gutiérrez, C Hervás-Martínez, ... 2020 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2020 | 11 | 2020 |
| dlordinal: A Python package for deep ordinal classification F Bérchez-Moreno, R Ayllon-Gavilan, VM Vargas, D Guijo-Rubio, ... Neurocomputing 622, 129305, 2025 | 10 | 2025 |
| Generalised triangular distributions for ordinal deep learning: Novel proposal and optimisation VM Vargas, AM Duran-Rosal, D Guijo-Rubio, PA Gutierrez, ... Information Sciences 648, 119606, 2023 | 8 | 2023 |
| ORFEO: Ordinal classifier and Regressor Fusion for Estimating an Ordinal categorical target AM Gomez-Orellana, D Guijo-Rubio, PA Gutierrez, C Hervas-Martinez, ... Engineering Applications of Artificial Intelligence 133, 108462, 2024 | 7 | 2024 |
| EBANO: A novel Ensemble BAsed on uNimodal Ordinal classifiers for the prediction of significant wave height VM Vargas, AM Gomez-Orellana, PA Gutiérrez, C Hervás-Martínez, ... Knowledge-Based Systems 300, 112223, 2024 | 6 | 2024 |
| Gamifying the classroom for the acquisition of skills associated with Machine Learning: a two-year case study AM Durán-Rosal, D Guijo-Rubio, VM Vargas, AM Gómez-Orellana, ... Computational Intelligence in Security for Information Systems Conference …, 2022 | 6 | 2022 |
| Fuzzy-based ensemble methodology for accurate long-term prediction and interpretation of extreme significant wave height events C Peláez-Rodríguez, J Pérez-Aracil, AM Gomez-Orellana, D Guijo-Rubio, ... Applied Ocean Research 153, 104273, 2024 | 5 | 2024 |
Pedro Antonio GutiérrezFull Professor of Computer Science, University of Córdoba (Spain)Verified email at uco.es
