Antonio M. Durán-Rosal
Title
Cited by
Cited by
Year
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
282015
A statistically-driven Coral Reef Optimization algorithm for optimal size reduction of time series
AM Duran-Rosal, PA Gutierrez, S Salcedo-Sanz, C Hervas-Martinez
Applied Soft Computing 63, 139-153, 2018
262018
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
222016
Evolutionary artificial neural networks for accurate solar radiation prediction
D Guijo-Rubio, AM Durán-Rosal, PA Gutiérrez, AM Gómez-Orellana, ...
Energy 210, 118374, 2020
192020
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
172020
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
122019
A hybrid dynamic exploitation barebones particle swarm optimisation algorithm for time series segmentation
AM Durán-Rosal, PA Gutierrez, A Carmona-Poyato, C Hervás-Martínez
Neurocomputing 353, 45-55, 2019
112019
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
112018
Identifying market behaviours using european stock index time series by a hybrid segmentation algorithm
AM Durán-Rosal, M de la Paz-Marin, PA Gutierrez, C Hervás-Martínez
Neural Processing Letters 46 (3), 767-790, 2017
92017
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
82017
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
82016
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
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
62019
A new approach for optimal time-series segmentation
A Carmona-Poyato, NL Fernández-García, FJ Madrid-Cuevas, ...
Pattern Recognition Letters 135, 153-159, 2020
52020
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
42018
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
Distribution-based discretisation and ordinal classification applied to wave height prediction
D Guijo-Rubio, AM Durán-Rosal, AM Gómez-Orellana, PA Gutiérrez, ...
International Conference on Intelligent Data Engineering and Automated …, 2018
22018
Ordinal classification of the affectation level of 3D-images in Parkinson diseases
AM Durán-Rosal, J Camacho-Cañamón, PA Gutiérrez, MVG Moreno, ...
Scientific Reports 11 (1), 1-13, 2021
12021
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
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Articles 1–20