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Antonio M. Durán-Rosal
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Evolutionary artificial neural networks for accurate solar radiation prediction
D Guijo-Rubio, AM Durán-Rosal, PA Gutiérrez, AM Gómez-Orellana, ...
Energy 210, 118374, 2020
892020
Time-series clustering based on the characterization of segment typologies
D Guijo-Rubio, AM Durán-Rosal, PA Gutiérrez, A Troncoso, ...
IEEE transactions on cybernetics 51 (11), 5409-5422, 2020
562020
Massive missing data reconstruction in ocean buoys with evolutionary product unit neural networks
AM Durán-Rosal, C Hervás-Martínez, AJ Tallón-Ballesteros, ...
Ocean Engineering 117, 292-301, 2016
392016
Detection of early warning signals in paleoclimate data using a genetic time series segmentation algorithm
A Nikolaou, PA Gutiérrez, A Durán, I Dicaire, F Fernández-Navarro, ...
Climate Dynamics 44 (7), 1919-1933, 2015
372015
A statistically-driven coral reef optimization algorithm for optimal size reduction of time series
AM Durán-Rosal, PA Gutierrez, S Salcedo-Sanz, C Hervas-Martinez
Applied Soft Computing 63, 139-153, 2018
362018
Efficient fog prediction with multi-objective evolutionary neural networks
AM Durán-Rosal, JC Fernández, C Casanova-Mateo, J Sanz-Justo, ...
Applied Soft Computing 70, 347-358, 2018
292018
A hybrid dynamic exploitation barebones particle swarm optimisation algorithm for time series segmentation
AM Durán-Rosal, PA Gutiérrez, A Carmona-Poyato, C Hervás-Martínez
Neurocomputing 353, 45-55, 2019
232019
On the use of evolutionary time series analysis for segmenting paleoclimate data
M Pérez-Ortiz, AM Durán-Rosal, PA Gutiérrez, J Sanchez-Monedero, ...
Neurocomputing 326, 3-14, 2019
182019
Detection and prediction of segments containing extreme significant wave heights
AM Durán-Rosal, JC Fernández, PA Gutiérrez, C Hervás-Martínez
Ocean Engineering 142, 268-279, 2017
172017
A new approach for optimal time-series segmentation
Á Carmona-Poyato, NL Fernández-García, FJ Madrid-Cuevas, ...
Pattern Recognition Letters 135, 153-159, 2020
152020
Ordinal classification of the affectation level of 3D-images in Parkinson diseases
AM Durán-Rosal, J Camacho-Cañamón, PA Gutiérrez, MV Guiote Moreno, ...
Scientific Reports 11 (1), 7067, 2021
142021
Identifying market behaviours using european stock index time series by a hybrid segmentation algorithm
AM Durán-Rosal, M de la Paz-Marín, PA Gutiérrez, C Hervás-Martínez
Neural Processing Letters 46, 767-790, 2017
112017
Multiclass prediction of wind power ramp events combining reservoir computing and support vector machines
M Dorado-Moreno, AM Durán-Rosal, D Guijo-Rubio, PA Gutiérrez, ...
Advances in Artificial Intelligence: 17th Conference of the Spanish …, 2016
92016
Time series representation by a novel hybrid segmentation algorithm
AM Durán-Rosal, PA Gutiérrez-Peña, FJ Martínez-Estudillo, ...
Hybrid Artificial Intelligent Systems: 11th International Conference, HAIS …, 2016
82016
Dynamical memetization in coral reef optimization algorithms for optimal time series approximation
AM Durán-Rosal, PA Gutiérrez, S Salcedo-Sanz, C Hervás-Martínez
Progress in Artificial Intelligence 8, 253-262, 2019
72019
Simultaneous optimisation of clustering quality and approximation error for time series segmentation
AM Durán-Rosal, PA Gutiérrez, FJ Martínez-Estudillo, C Hervas-Martinez
Information Sciences 442, 186-201, 2018
72018
A multi-class classification model with parametrized target outputs for randomized-based feedforward neural networks
AM Durán-Rosal, A Durán-Fernández, F Fernández-Navarro, ...
Applied Soft Computing 133, 109914, 2023
62023
A new approach for optimal offline time-series segmentation with error bound guarantee
Á Carmona-Poyato, NL Fernández-Garcia, FJ Madrid-Cuevas, ...
Pattern Recognition 115, 107917, 2021
52021
Hybridization of neural network models for the prediction of Extreme Significant Wave Height segments
AM Durán-Rosal, JC Fernández, PA Gutiérrez, C Hervás-Martínez
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016
42016
An Evolutionary Artificial Neural Network approach for spatio-temporal wave height time series reconstruction
D Guijo-Rubio, AM Durán-Rosal, AM Gómez-Orellana, JC Fernández
Applied Soft Computing 146, 110647, 2023
32023
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