Manuel Dorado-Moreno

12 papers Misc 1Journal 4Unranked 7
YearRankTypeTitle / Venue / Authors
2020 J jnl
Multi-task learning for the prediction of wind power ramp events with deep neural networks.
Neural Networks
Manuel Dorado-Moreno, Nicolò Navarin, Pedro Antonio Gutiérrez, Luis Prieto, Alessandro Sperduti, Sancho Salcedo-Sanz, César Hervás-Martínez
2020 J jnl
Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing.
Neural Process. Lett.
Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Laura Cornejo-Bueno, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez
2018 — conf
Wind Power Ramp Events Ordinal Prediction Using Minimum Complexity Echo State Networks.
IDEAL (2)
Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, Luis Prieto, César Hervás-Martínez
2017 — conf
Combining Reservoir Computing and Over-Sampling for Ordinal Wind Power Ramp Prediction.
IWANN (1)
Manuel Dorado-Moreno, Laura Cornejo-Bueno, Pedro Antonio Gutiérrez, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez
2017 J jnl
Dynamically weighted evolutionary ordinal neural network for solving an imbalanced liver transplantation problem.
Artif. Intell. Medicine
Manuel Dorado-Moreno, María Pérez-Ortiz, Pedro Antonio Gutiérrez, Rubén Ciria, Javier Briceño, César Hervás-Martínez
2017 J jnl
Identification of extreme wave heights with an evolutionary algorithm in combination with a likelihood-based segmentation.
Prog. Artif. Intell.
Antonio Manuel Durán-Rosal, Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, César Hervás-Martínez
2016 — conf
Multiclass Prediction of Wind Power Ramp Events Combining Reservoir Computing and Support Vector Machines.
CAEPIA
Manuel Dorado-Moreno, Antonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez
2016 — conf
On the Use of the Beta Distribution for a Hybrid Time Series Segmentation Algorithm.
CAEPIA
Antonio Manuel Durán-Rosal, Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, César Hervás-Martínez
2016 Misc conf
Ordinal Evolutionary Artificial Neural Networks for Solving an Imbalanced Liver Transplantation Problem.
HAIS
Manuel Dorado-Moreno, María Pérez-Ortiz, María Dolores Ayllón-Terán, Pedro Antonio Gutiérrez, César Hervás-Martínez
2015 — conf
Nonlinear Ordinal Logistic Regression Using Covariates Obtained by Radial Basis Function Neural Networks Models.
IWANN (2)
Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez
2015 — conf
Overcoming the Linearity of Ordinal Logistic Regression Adding Non-linear Covariates from Evolutionary Hybrid Neural Network Models.
CAEPIA
Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez
2012 — conf
Ordinal Classification Using Hybrid Artificial Neural Networks with Projection and Kernel Basis Functions.
HAIS (2)
Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, César Hervás-Martínez