Distribution-Based Discretisation and Ordinal Classification Applied to Wave Height Prediction. - David Guijo-Rubio; Antonio Manuel Durán-Rosal; Antonio M. Gómez-Orellana; Pedro Antonio Gutiérrez; César Hervás-Martínez (IDEAL (2), 2018)

Prediction of convective clouds formation using evolutionary neural computation techniques. - David Guijo-Rubio; Pedro Antonio Gutiérrez; Carlos Casanova-Mateo; Juan Carlos Fernández 001; Antonio M. Gómez-Orellana; Pablo Salvador-González; Sancho Salcedo-Sanz; César Hervás-Martínez (Neural Comput. Appl., 2020)

Gamifying the Classroom for the Acquisition of Skills Associated with Machine Learning: A Two-Year Case Study. - Antonio Manuel Durán-Rosal; David Guijo-Rubio; Víctor Manuel Vargas; Antonio M. Gómez-Orellana; Pedro Antonio Gutiérrez; Juan Carlos Fernández 001 (CISIS-ICEUTE, 2022)

COVID-19 contagion forecasting framework based on curve decomposition and evolutionary artificial neural networks: A case study in Andalusia, Spain. - Miguel Díaz-Lozano; David Guijo-Rubio; Pedro Antonio Gutiérrez; Antonio Manuel Gómez-Orellana; Isaac Túñez; Luis Ortigosa-Moreno; Armando Romanos-Rodríguez; Javier Padillo-Ruiz; César Hervás-Martínez (Expert Syst. Appl., 2022)

An Evolutionary Artificial Neural Network approach for spatio-temporal wave height time series reconstruction. - David Guijo-Rubio; Antonio Manuel Durán-Rosal; Antonio M. Gómez-Orellana; Juan Carlos Fernández 001 (Appl. Soft Comput., 2023)

Age Estimation Using Soft Labelling Ordinal Classification Approaches. - Víctor Manuel Vargas Yun; Antonio M. Gómez-Orellana; David Guijo-Rubio; Francisco Bérchez-Moreno; Pedro Antonio Gutiérrez; César Hervás-Martínez (CAEPIA, 2024)

Medium- and Long-Term Wind Speed Prediction Using the Multi-task Learning Paradigm. - Antonio M. Gómez-Orellana; Víctor Manuel Vargas; David Guijo-Rubio; Jorge Pérez-Aracil; Pedro Antonio Gutiérrez; Sancho Salcedo-Sanz; César Hervás-Martínez (IWINAC (2), 2024)

Energy Flux Prediction Using an Ordinal Soft Labelling Strategy. - Antonio M. Gómez-Orellana; Víctor Manuel Vargas; Pedro Antonio Gutiérrez; Jorge Pérez-Aracil; Sancho Salcedo-Sanz; César Hervás-Martínez; David Guijo-Rubio (IWINAC (2), 2024)

Data Augmentation Techniques for Extreme Wind Prediction Improvement. - Marta Vega-Bayo; Antonio Manuel Gómez-Orellana; Víctor Manuel Vargas Yun; David Guijo-Rubio; Laura Cornejo-Bueno; Jorge Pérez-Aracil; Sancho Salcedo-Sanz (IWINAC (2), 2024)

ORFEO: Ordinal classifier and Regressor Fusion for Estimating an Ordinal categorical target. - Antonio M. Gómez-Orellana; David Guijo-Rubio; Pedro Antonio Gutiérrez; César Hervás-Martínez; Víctor Manuel Vargas (Eng. Appl. Artif. Intell., 2024)

EBANO: A novel Ensemble BAsed on uNimodal Ordinal classifiers for the prediction of significant wave height. - Víctor Manuel Vargas; Antonio M. Gómez-Orellana; Pedro Antonio Gutiérrez; César Hervás-Martínez; David Guijo-Rubio (Knowl. Based Syst., 2024)

TOC-UCO: a comprehensive repository of tabular ordinal classification datasets. - Rafael Ayllón-Gavilán; David Guijo-Rubio; Antonio Manuel Gómez-Orellana; Francisco Bérchez-Moreno; Víctor Manuel Vargas Yun; Pedro Antonio Gutiérrez (CoRR, 2025)