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
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
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
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
Time Series Segmentation of Paleoclimate Tipping Points by an Evolutionary Algorithm
Pérez-Ortiz, M., Gutiérrez, P. A., Sánchez-Monedero, J., Hervás-Martínez, C., Nikolaou, Athanasia, Dicaire, Isabelle, Fernández-Navarro, Francisco
Published in Hybrid Artificial Intelligence Systems
Published in Hybrid Artificial Intelligence Systems
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Book Chapter
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
Hybridization of evolutionary algorithms and local search by means of a clustering method
Martinez-Estudillo, A.C., Hervas-Martinez, C., Martinez-Estudillo, F.J., Garcia-Pedrajas, N.
Published in IEEE transactions on systems, man and cybernetics. Part B, Cybernetics (01.06.2006)
Published in IEEE transactions on systems, man and cybernetics. Part B, Cybernetics (01.06.2006)
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Journal Article
COVNET: a cooperative coevolutionary model for evolving artificial neural networks
Garcia-Pedrajas, N., Hervas-Martinez, C., Munoz-Perez, J.
Published in IEEE transactions on neural networks (01.05.2003)
Published in IEEE transactions on neural networks (01.05.2003)
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Journal Article
Validating an artificial neural network model of Leuconostoc mesenteroides in vacuum packaged sliced cooked meat products for shelf-life estimation
Zurera-Cosano, G, Garcia-Gimeno, R.M, Rodriguez-Perez, M.R, Hervas-Martinez, C
Published in European food research & technology (01.10.2005)
Published in European food research & technology (01.10.2005)
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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
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
An Artificial Neural Network Approach to Escherichia Coli O157:H7 Growth Estimation
Garcíaa-Gimeno, R.M., Hervás-Martíanez, C., Barco-Alcalá, E., Zurera-Cosano, G., Sanz-Tapia, E.
Published in Journal of food science (01.03.2003)
Published in Journal of food science (01.03.2003)
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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