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Víctor Manuel Vargas
Víctor Manuel Vargas
E-mail confirmado em uco.es
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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
242020
Cumulative link models for deep ordinal classification
VM Vargas, PA Gutiérrez, C Hervás-Martínez
Neurocomputing 401, 48-58, 2020
112020
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
62020
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
52021
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
42019
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
12021
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 Norms in the Context of Time Series Ordinal Classification
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
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