Optimising convolutional neural networks using a hybrid statistically-driven coral reef optimisation algorithm A Martín, VM Vargas, PA Gutiérrez, D Camacho, C Hervás-Martínez
Applied Soft Computing 90, 106144, 2020
24 2020 Cumulative link models for deep ordinal classification VM Vargas, PA Gutiérrez, C Hervás-Martínez
Neurocomputing 401, 48-58, 2020
11 2020 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
6 2020 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
5 2021 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
4 2019 Potenciando el perfil profesional Científico de Datos mediante dinámicas de competición DG Rubio, VV Yun, AMD Rosal, AMG Orellana, JB Gómez, JCF Caballero, ...
Revista de Innovación y Buenas Prácticas Docentes 10 (2), 101-116, 2021
1 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, 1-15, 2022
2022 Unimodal regularisation based on beta distribution for deep ordinal regression VM Vargas, PA Gutiérrez, C Hervás-Martínez
Pattern Recognition 122, 108310, 2022
2022 Studying the Effect of Different D Guijo-Rubio, VM Vargas, PA Gutiérrez, C Hervás-Martínez
Conference of the Spanish Association for Artificial Intelligence, 44-53, 2021
2021 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
2021 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, 2021
2021 
Pedro Antonio GutiérrezAssistant Professor of Computer Science, University of Córdoba (Spain)E-mail confirmado em uco.es
