Multi-task learning for the prediction of wind power ramp events with deep neural networks
Dorado-Moreno, M., Navarin, N., Gutiérrez, P.A., Prieto, L., Sperduti, A., Salcedo-Sanz, S., Hervás-Martínez, C.
Published in Neural networks (01.03.2020)
Published in Neural networks (01.03.2020)
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Journal Article
Evolutionary artificial neural networks for accurate solar radiation prediction
Guijo-Rubio, D., Durán-Rosal, A.M., Gutiérrez, P.A., Gómez-Orellana, A.M., Casanova-Mateo, C., Sanz-Justo, J., Salcedo-Sanz, S., Hervás-Martínez, C.
Published in Energy (Oxford) (01.11.2020)
Published in Energy (Oxford) (01.11.2020)
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Journal Article
Time series forecasting by recurrent product unit neural networks
Fernández-Navarro, F., de la Cruz, Maria Angeles, Gutiérrez, P. A., Castaño, A., Hervás-Martínez, C.
Published in Neural computing & applications (01.02.2018)
Published in Neural computing & applications (01.02.2018)
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Journal Article
Computational models to predict noise emissions of a diesel engine fueled with saturated and monounsaturated fatty acid methyl esters
Redel-Macías, M.D., Hervás-Martínez, C., Gutiérrez, P.A., Pinzi, S., Cubero-Atienza, A.J., Dorado, M.P.
Published in Energy (Oxford) (01.02.2018)
Published in Energy (Oxford) (01.02.2018)
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Journal Article
On the Use of Nominal and Ordinal Classifiers for the Discrimination of States of Development in Fish Oocytes
Pérez-Ortiz, M., Fernández-Delgado, M., Cernadas, E., Domínguez-Petit, R., Gutiérrez, P. A., Hervás-Martínez, C.
Published in Neural processing letters (01.10.2016)
Published in Neural processing letters (01.10.2016)
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Journal Article
A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method
Pérez-Ortiz, M., Peña, J.M., Gutiérrez, P.A., Torres-Sánchez, J., Hervás-Martínez, C., López-Granados, F.
Published in Applied soft computing (01.12.2015)
Published in Applied soft computing (01.12.2015)
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Journal Article
Memetic Pareto differential evolutionary neural network used to solve an unbalanced liver transplantation problem
Cruz-Ramírez, M., Hervás-Martínez, C., Gutiérrez, P. A., Pérez-Ortiz, M., Briceño, J., de la Mata, M.
Published in Soft computing (Berlin, Germany) (01.02.2013)
Published in Soft computing (Berlin, Germany) (01.02.2013)
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Journal Article
New models for donor-recipient matching in lung transplantations
Dueñas-Jurado, J. M, Gutiérrez, P. A, Casado-Adam, A, Santos-Luna, F, Salvatierra-Velázquez, A, Cárcel, S, Robles-Arista, C. J. C, Hervás-Martínez, C
Published in PloS one (04.06.2021)
Published in PloS one (04.06.2021)
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Journal Article
Robust estimation of wind power ramp events with reservoir computing
Dorado-Moreno, M., Cornejo-Bueno, L., Gutiérrez, P.A., Prieto, L., Hervás-Martínez, C., Salcedo-Sanz, S.
Published in Renewable energy (01.10.2017)
Published in Renewable energy (01.10.2017)
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Journal Article
Metrics to guide a multi-objective evolutionary algorithm for ordinal classification
Cruz-Ramírez, M., Hervás-Martínez, C., Sánchez-Monedero, J., Gutiérrez, P.A.
Published in Neurocomputing (Amsterdam) (05.07.2014)
Published in Neurocomputing (Amsterdam) (05.07.2014)
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Journal Article
Evolutionary q-Gaussian radial basis function neural networks for multiclassification
Fernández-Navarro, Francisco, Hervás-Martínez, César, Gutiérrez, P.A., Carbonero-Ruz, M.
Published in Neural networks (01.09.2011)
Published in Neural networks (01.09.2011)
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Journal Article
EVALUATING THE PERFORMANCE OF EVOLUTIONARY EXTREME LEARNING MACHINES BY A COMBINATION OF SENSITIVITY AND ACCURACY MEASURES
Sánchez-Monedero, J, Hervás-Martínez, C, Gutiérrez, P A, Ruz, Mariano Carbonero, Moreno, M C Ramírez, Cruz-Ramírez, M
Published in Neural network world (01.01.2010)
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Published in Neural network world (01.01.2010)
Journal Article
Semi-supervised learning for ordinal Kernel Discriminant Analysis
Pérez-Ortiz, M., Gutiérrez, P.A., Carbonero-Ruz, M., Hervás-Martínez, C.
Published in Neural networks (01.12.2016)
Published in Neural networks (01.12.2016)
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Journal Article
Detection and prediction of segments containing extreme significant wave heights
Durán-Rosal, A.M., Fernández, J.C., Gutiérrez, P.A., Hervás-Martínez, C.
Published in Ocean engineering (15.09.2017)
Published in Ocean engineering (15.09.2017)
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Journal Article
Simultaneous modelling of rainfall occurrence and amount using a hierarchical nominal–ordinal support vector classifier
Sánchez-Monedero, J., Salcedo-Sanz, S., Gutiérrez, P.A., Casanova-Mateo, C., Hervás-Martínez, C.
Published in Engineering applications of artificial intelligence (01.09.2014)
Published in Engineering applications of artificial intelligence (01.09.2014)
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Journal Article
Analysis and Prediction of Dammed Water Level in a Hydropower Reservoir Using Machine Learning and Persistence-Based Techniques
Castillo-Botón, C., Casillas-Pérez, D., Casanova-Mateo, C., Moreno-Saavedra, L. M., Morales-Díaz, B., Sanz-Justo, J., Gutiérrez, P. A., Salcedo-Sanz, S.
Published in Water (Basel) (01.06.2020)
Published in Water (Basel) (01.06.2020)
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Journal Article
Synthetic semi-supervised learning in imbalanced domains: Constructing a model for donor-recipient matching in liver transplantation
Pérez-Ortiz, M., Gutiérrez, P.A., Ayllón-Terán, M.D., Heaton, N., Ciria, R., Briceño, J., Hervás-Martínez, C.
Published in Knowledge-based systems (01.05.2017)
Published in Knowledge-based systems (01.05.2017)
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Journal Article