Pedro Antonio Gutiérrez
Universidad de Córdoba
H-index: 35
Europe-Spain
Top articles of Pedro Antonio Gutiérrez
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Learning Ordinal–Hierarchical Constraints for Deep Learning Classifiers | IEEE Transactions on Neural Networks and Learning Systems | Riccardo Rosati Luca Romeo Víctor Manuel Vargas Pedro Antonio Gutiérrez Emanuele Frontoni | 2024/2/12 |
Fusion of standard and ordinal dropout techniques to regularise deep models | Information Fusion | Francisco Bérchez-Moreno Juan C Fernández César Hervás-Martínez Pedro A Gutiérrez | 2024/2/10 |
ORFEO: Ordinal classifier and Regressor Fusion for Estimating an Ordinal categorical target | Engineering Applications of Artificial Intelligence | Antonio M Gómez-Orellana David Guijo-Rubio Pedro A Gutiérrez César Hervás-Martínez Víctor M Vargas | 2024/7/1 |
Deep Ordinal Classification in Forest Areas Using Light Detection and Ranging Point Clouds | Sensors | Alejandro Morales-Martín Francisco-Javier Mesas-Carrascosa Pedro Antonio Gutiérrez Fernando-Juan Pérez-Porras Víctor Manuel Vargas | 2024/3/28 |
A memetic dynamic coral reef optimisation algorithm for simultaneous training, design, and optimisation of artificial neural networks | Scientific Reports | Francisco Bérchez-Moreno Antonio M Durán-Rosal César Hervás Martínez Pedro A Gutiérrez Juan C Fernández | 2024/3/23 |
A general explicable forecasting framework for weather events based on ordinal classification and inductive rules combined with fuzzy logic | Knowledge-Based Systems | C Peláez-Rodríguez J Pérez-Aracil CM Marina L Prieto-Godino C Casanova-Mateo | 2024/3/1 |
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment | Applied Soft Computing | Víctor Manuel Vargas Pedro Antonio Gutiérrez Riccardo Rosati Luca Romeo Emanuele Frontoni | 2023/5/1 |
Ordinal Classification Approach for Donor-Recipient Matching in Liver Transplantation with Circulatory Death Donors | Marcos Rivera-Gavilán Víctor Manuel Vargas Pedro Antonio Gutiérrez Javier Briceño César Hervás-Martínez | 2023/6/19 | |
Soft labelling based on triangular distributions for ordinal classification | Information Fusion | Víctor Manuel Vargas Pedro Antonio Gutiérrez Javier Barbero-Gómez César Hervás-Martínez | 2023/5/1 |
Evaluating the Performance of Explanation Methods on Ordinal Regression CNN Models | Javier Barbero-Gómez Ricardo Cruz Jaime S Cardoso Pedro A Gutiérrez César Hervás-Martínez | 2023/6/19 | |
One month in advance prediction of air temperature from Reanalysis data with eXplainable Artificial Intelligence techniques | Atmospheric Research | Antonio Manuel Gómez-Orellana David Guijo-Rubio Jorge Pérez-Aracil Pedro Antonio Gutiérrez Sancho Salcedo-Sanz | 2023/3/15 |
Gramian Angular and Markov Transition Fields Applied to Time Series Ordinal Classification | Víctor Manuel Vargas Rafael Ayllón-Gavilán Antonio Manuel Durán-Rosal Pedro Antonio Gutiérrez César Hervás-Martínez | 2023/6/19 | |
Generalised triangular distributions for ordinal deep learning: Novel proposal and optimisation | Information Sciences | Víctor Manuel Vargas Antonio Manuel Durán-Rosal David Guijo-Rubio Pedro Antonio Gutiérrez César Hervás-Martínez | 2023/11/1 |
Deep learning based hierarchical classifier for weapon stock aesthetic quality control assessment | Computers in Industry | Víctor Manuel Vargas Pedro Antonio Gutiérrez Riccardo Rosati Luca Romeo Emanuele Frontoni | 2023/1/1 |
A Dictionary-Based Approach to Time Series Ordinal Classification | Rafael Ayllón-Gavilán David Guijo-Rubio Pedro Antonio Gutiérrez César Hervás-Martínez | 2023/6/19 | |
Cluster analysis and forecasting of viruses incidence growth curves: Application to SARS-CoV-2 | Expert Systems with Applications | Miguel Díaz-Lozano David Guijo-Rubio Pedro Antonio Gutiérrez César Hervás-Martínez | 2023/9/1 |
Activation Functions for Convolutional Neural Networks: Proposals and Experimental Study | IEEE Transactions on Neural Networks and Learning Systems | Víctor Manuel Vargas Pedro Antonio Gutiérrez Javier Barbero-Gómez César Hervás-Martínez | 2021/8/24 |
Convolutional and Deep Learning based techniques for Time Series Ordinal Classification | arXiv preprint arXiv:2306.10084 | Rafael Ayllón-Gavilán David Guijo-Rubio Pedro Antonio Gutiérrez Anthony Bagnall César Hervás-Martínez | 2023/6/16 |
A hybrid feature learning approach based on convolutional kernels for ATM fault prediction using event-log data | Engineering Applications of Artificial Intelligence | Víctor Manuel Vargas Riccardo Rosati César Hervás-Martínez Adriano Mancini Luca Romeo | 2023/8/1 |
COVID-19 contagion forecasting framework based on curve decomposition and evolutionary artificial neural networks: A case study in Andalusia, Spain | Expert Systems with Applications | Miguel Díaz-Lozano David Guijo-Rubio Pedro Antonio Gutiérrez Antonio Manuel Gómez-Orellana Isaac Túñez | 2022/11/30 |
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