Antonio M. Durán-Rosal
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Año
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 (7-8), 1919-1933, 2015
282015
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
152016
A statistically-driven Coral Reef Optimization algorithm for optimal size reduction of time series
AM Durán-Rosal, PA Gutierrez, S Salcedo-Sanz, C Hervás-Martínez
Applied Soft Computing 63, 139-153, 2018
142018
On the use of evolutionary time series analysis for segmenting paleoclimate data
M Pérez-Ortiz, AM Durán-Rosal, PA Gutiérrez, J Sánchez-Monedero, ...
Neurocomputing 326, 3-14, 2019
102019
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, ...
Conference of the Spanish Association for Artificial Intelligence, 300-309, 2016
72016
Time series representation by a novel hybrid segmentation algorithm
AM Durán-Rosal, PA Gutiérrez-Peña, FJ Martínez-Estudillo, ...
International Conference on Hybrid Artificial Intelligence Systems, 163-173, 2016
72016
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
62019
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
62018
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
62017
Identifying market behaviours using european stock index time series by a hybrid segmentation algorithm
AM Durán-Rosal, M de la Paz-Marin, PA Gutiérrez, C Hervás-Martínez
Neural Processing Letters 46 (3), 767-790, 2017
52017
Time-Series Clustering Based on the Characterization of Segment Typologies
D Guijo-Rubio, AM Durán-Rosal, PA Gutiérrez, A Troncoso, ...
IEEE Transactions on Cybernetics, 2020
32020
Applying a hybrid algorithm to the segmentation of the Spanish stock market index time series
AM Durán-Rosal, M de la Paz-Marín, PA Gutiérrez, C Hervás-Martínez
International Work-Conference on Artificial Neural Networks, 69-79, 2015
32015
Simultaneous optimisation of clustering quality and approximation error for time series segmentation
AM Durán-Rosal, PA Gutiérrez, FJ Martínez-Estudillo, C Hérvas-Martínez
Information Sciences 442, 186-201, 2018
22018
A new approach for optimal time-series segmentation
Á Carmona-Poyato, NL Fernández-García, FJ Madrid-Cuevas, ...
Pattern Recognition Letters, 2020
12020
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 (2), 253-262, 2019
12019
An empirical validation of a new memetic CRO algorithm for the approximation of time series
AM Durán-Rosal, PA Gutiérrez, S Salcedo-Sanz, C Hervás-Martínez
Conference of the Spanish Association for Artificial Intelligence, 209-218, 2018
12018
Hybrid Weighted Barebones Exploiting Particle Swarm Optimization Algorithm for Time Series Representation
AM Durán-Rosal, D Guijo-Rubio, PA Gutiérrez, C Hervás-Martínez
International Conference on Bioinspired Methods and Their Applications, 126-137, 2018
12018
Identification of extreme wave heights with an evolutionary algorithm in combination with a likelihood-based segmentation
AM Durán-Rosal, M Dorado-Moreno, PA Gutiérrez, C Hervás-Martínez
Progress in Artificial Intelligence 6 (1), 59-66, 2017
12017
On the Use of the Beta Distribution for a Hybrid Time Series Segmentation Algorithm
AM Durán-Rosal, M Dorado-Moreno, PA Gutiérrez, C Hervás-Martínez
Conference of the Spanish Association for Artificial Intelligence, 418-427, 2016
12016
Evolutionary artificial neural networks for accurate solar radiation prediction
D Guijo-Rubio, AM Durán-Rosal, PA Gutiérrez, AM Gómez-Orellana, ...
Energy, 118374, 2020
2020
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Artículos 1–20