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Víctor Manuel Vargas
Víctor Manuel Vargas
Substitute Lecturer in University of Córdoba
Verified email at uco.es - Homepage
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Cited by
Cited by
Year
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
412020
Cumulative link models for deep ordinal classification
VM Vargas, PA Gutiérrez, C Hervas-Martinez
Neurocomputing 401, 48-58, 2020
352020
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
Unimodal regularisation based on beta distribution for deep ordinal regression
VM Vargas, PA Gutiérrez, C Hervás-Martínez
Pattern Recognition 122, 108310, 2022
292022
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
212022
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
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
162023
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
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
122021
Deep ordinal classification based on the proportional odds model
VM Vargas, PA Gutiérrez, C Hervás
From Bioinspired Systems and Biomedical Applications to Machine Learning …, 2019
122019
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
102023
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
102020
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
82023
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
52022
ORFEO: Ordinal classifier and Regressor Fusion for Estimating an Ordinal categorical target
AM Gómez-Orellana, D Guijo-Rubio, PA Gutiérrez, C Hervás-Martínez, ...
Engineering Applications of Artificial Intelligence 133, 108462, 2024
42024
Generalised triangular distributions for ordinal deep learning: Novel proposal and optimisation
VM Vargas, AM Durán-Rosal, D Guijo-Rubio, PA Gutiérrez, ...
Information Sciences 648, 119606, 2023
42023
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
32022
Learning Ordinal–Hierarchical Constraints for Deep Learning Classifiers
R Rosati, L Romeo, VM Vargas, PA Gutierrez, E Frontoni, ...
IEEE Transactions on Neural Networks and Learning Systems, 2024
22024
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
22021
EBANO: A novel Ensemble BAsed on uNimodal Ordinal classifiers for the prediction of significant wave height
VM Vargas, AM Gómez-Orellana, PA Gutiérrez, C Hervás-Martínez, ...
Knowledge-Based Systems 300, 112223, 2024
12024
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