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ORCIDAntonio Manuel Durán-Rosal
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2020 – today
- 2023
[j14]Antonio Manuel Durán-Rosal
, Aggeo Durán-Fernández, Francisco Fernández-Navarro, Mariano Carbonero-Ruz:
A multi-class classification model with parametrized target outputs for randomized-based feedforward neural networks. Appl. Soft Comput. 133: 109914 (2023)- [j13]David Guijo-Rubio, Antonio Manuel Durán-Rosal, Antonio M. Gómez-Orellana, Juan Carlos Fernández:
An Evolutionary Artificial Neural Network approach for spatio-temporal wave height time series reconstruction. Appl. Soft Comput. 146: 110647 (2023) - [j12]Víctor Manuel Vargas, Antonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, César Hervás-Martínez:
Generalised triangular distributions for ordinal deep learning: Novel proposal and optimisation. Inf. Sci. 648: 119606 (2023) - [c11]Víctor Manuel Vargas, Rafael Ayllón-Gavilán, Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, César Hervás-Martínez, David Guijo-Rubio:
Gramian Angular and Markov Transition Fields Applied to Time Series Ordinal Classification. IWANN (2) 2023: 505-516 - 2022
- [c10]Antonio Manuel Durán-Rosal, David Guijo-Rubio, Víctor Manuel Vargas, Antonio M. Gómez-Orellana, Pedro Antonio Gutiérrez, Juan Carlos Fernández:
Gamifying the Classroom for the Acquisition of Skills Associated with Machine Learning: A Two-Year Case Study. CISIS-ICEUTE 2022: 224-235 - 2021
- [j11]Ángel Carmona-Poyato, Nicolás Luis Fernández García, Francisco José Madrid-Cuevas, Antonio Manuel Durán-Rosal:
A new approach for optimal offline time-series segmentation with error bound guarantee. Pattern Recognit. 115: 107917 (2021) - [j10]David Guijo-Rubio, Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Alicia Troncoso, César Hervás-Martínez:
Time-Series Clustering Based on the Characterization of Segment Typologies. IEEE Trans. Cybern. 51(11): 5409-5422 (2021) - 2020
- [j9]Ángel Carmona-Poyato, Nicolás Luis Fernández García, Francisco José Madrid-Cuevas, Antonio Manuel Durán-Rosal:
A new approach for optimal time-series segmentation. Pattern Recognit. Lett. 135: 153-159 (2020)
2010 – 2019
- 2019
- [j8]María Pérez-Ortiz, Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, Athanasia Nikolaou, Francisco Fernández-Navarro, César Hervás-Martínez:
On the use of evolutionary time series analysis for segmenting paleoclimate data. Neurocomputing 326-327: 3-14 (2019) - [j7]Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Ángel Carmona-Poyato, César Hervás-Martínez:
A hybrid dynamic exploitation barebones particle swarm optimisation algorithm for time series segmentation. Neurocomputing 353: 45-55 (2019) - [j6]Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez:
Dynamical memetization in coral reef optimization algorithms for optimal time series approximation. Prog. Artif. Intell. 8(2): 253-262 (2019) - 2018
- [j5]Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez:
A statistically-driven Coral Reef Optimization algorithm for optimal size reduction of time series. Appl. Soft Comput. 63: 139-153 (2018) - [j4]Antonio Manuel Durán-Rosal, Juan Carlos Fernández, Carlos Casanova-Mateo, Julia Sanz-Justo, Sancho Salcedo-Sanz, César Hervás-Martínez:
Efficient fog prediction with multi-objective evolutionary neural networks. Appl. Soft Comput. 70: 347-358 (2018) - [j3]Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Francisco José Martínez-Estudillo, César Hervás-Martínez:
Simultaneous optimisation of clustering quality and approximation error for time series segmentation. Inf. Sci. 442-443: 186-201 (2018) - [c9]Antonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, César Hervás-Martínez:
Hybrid Weighted Barebones Exploiting Particle Swarm Optimization Algorithm for Time Series Representation. BIOMA 2018: 126-137 - [c8]Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez:
An Empirical Validation of a New Memetic CRO Algorithm for the Approximation of Time Series. CAEPIA 2018: 209-218 - [c7]David Guijo-Rubio, Antonio Manuel Durán-Rosal, Antonio M. Gómez-Orellana, Pedro Antonio Gutiérrez, César Hervás-Martínez:
Distribution-Based Discretisation and Ordinal Classification Applied to Wave Height Prediction. IDEAL (2) 2018: 171-179 - [i1]David Guijo-Rubio, Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Alicia Troncoso, César Hervás-Martínez:
Time series clustering based on the characterisation of segment typologies. CoRR abs/1810.11624 (2018) - 2017
- [j2]Antonio Manuel Durán-Rosal, Monica-de la Paz-Marin, Pedro Antonio Gutiérrez, César Hervás-Martínez:
Identifying Market Behaviours Using European Stock Index Time Series by a Hybrid Segmentation Algorithm. Neural Process. Lett. 46(3): 767-790 (2017) - [j1]Antonio Manuel Durán-Rosal, Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, César Hervás-Martínez:
Identification of extreme wave heights with an evolutionary algorithm in combination with a likelihood-based segmentation. Prog. Artif. Intell. 6(1): 59-66 (2017) - [c6]Antonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez:
A Coral Reef Optimization Algorithm for Wave Height Time Series Segmentation Problems. IWANN (1) 2017: 673-684 - 2016
- [c5]Manuel Dorado-Moreno, Antonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez:
Multiclass Prediction of Wind Power Ramp Events Combining Reservoir Computing and Support Vector Machines. CAEPIA 2016: 300-309 - [c4]Antonio Manuel Durán-Rosal, Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, César Hervás-Martínez:
On the Use of the Beta Distribution for a Hybrid Time Series Segmentation Algorithm. CAEPIA 2016: 418-427 - [c3]Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez Peña, Francisco José Martínez-Estudillo, César Hervás-Martínez:
Time Series Representation by a Novel Hybrid Segmentation Algorithm. HAIS 2016: 163-173 - [c2]Antonio Manuel Durán-Rosal, Juan Carlos Fernández, Pedro Antonio Gutiérrez, César Hervás-Martínez:
Hybridization of neural network models for the prediction of Extreme Significant Wave Height segments. SSCI 2016: 1-8 - 2015
- [c1]Antonio Manuel Durán-Rosal, Monica-de la Paz-Marin, Pedro Antonio Gutiérrez, César Hervás-Martínez:
Applying a Hybrid Algorithm to the Segmentation of the Spanish Stock Market Index Time Series. IWANN (2) 2015: 69-79
Coauthor Index
aka: Pedro Antonio Gutiérrez Peña
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