Antonio Manuel Durán-Rosal

27 papers Misc 1Journal 16Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Global and Diverse Ensemble model for regression.
Neurocomputing
Antonio Manuel Durán-Rosal, Thomas Ian Ashley, Javier Pérez-Rodríguez, Francisco Fernández-Navarro
2023 J jnl
A multi-class classification model with parametrized target outputs for randomized-based feedforward neural networks.
Appl. Soft Comput.
Antonio Manuel Durán-Rosal, Aggeo Durán-Fernández, Francisco Fernández-Navarro, Mariano Carbonero-Ruz
2023 J jnl
An Evolutionary Artificial Neural Network approach for spatio-temporal wave height time series reconstruction.
Appl. Soft Comput.
David Guijo-Rubio, Antonio Manuel Durán-Rosal, Antonio M. Gómez-Orellana, Juan Carlos Fernández
2023 J jnl
Generalised triangular distributions for ordinal deep learning: Novel proposal and optimisation.
Inf. Sci.
Víctor Manuel Vargas, Antonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, César Hervás-Martínez
2023 — conf
Gramian Angular and Markov Transition Fields Applied to Time Series Ordinal Classification.
IWANN (2)
Víctor Manuel Vargas, Rafael Ayllón-Gavilán, Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, César Hervás-Martínez, David Guijo-Rubio
2022 — conf
Gamifying the Classroom for the Acquisition of Skills Associated with Machine Learning: A Two-Year Case Study.
CISIS-ICEUTE
Antonio Manuel Durán-Rosal, David Guijo-Rubio, Víctor Manuel Vargas, Antonio M. Gómez-Orellana, Pedro Antonio Gutiérrez, Juan Carlos Fernández
2021 J jnl
A new approach for optimal offline time-series segmentation with error bound guarantee.
Pattern Recognit.
Ángel Carmona-Poyato, Nicolás Luis Fernández García, Francisco José Madrid-Cuevas, Antonio Manuel Durán-Rosal
2021 J jnl
Time-Series Clustering Based on the Characterization of Segment Typologies.
IEEE Trans. Cybern.
David Guijo-Rubio, Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Alicia Troncoso, César Hervás-Martínez
2020 J jnl
A new approach for optimal time-series segmentation.
Pattern Recognit. Lett.
Ángel Carmona-Poyato, Nicolás Luis Fernández García, Francisco José Madrid-Cuevas, Antonio Manuel Durán-Rosal
2019 J jnl
A hybrid dynamic exploitation barebones particle swarm optimisation algorithm for time series segmentation.
Neurocomputing
Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Ángel Carmona-Poyato, César Hervás-Martínez
2019 J jnl
Dynamical memetization in coral reef optimization algorithms for optimal time series approximation.
Prog. Artif. Intell.
Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez
2019 J jnl
On the use of evolutionary time series analysis for segmenting paleoclimate data.
Neurocomputing
María Pérez-Ortiz, Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, Athanasia Nikolaou, Francisco Fernández-Navarro, César Hervás-Martínez
2018 J jnl
A statistically-driven Coral Reef Optimization algorithm for optimal size reduction of time series.
Appl. Soft Comput.
Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez
2018 — conf
An Empirical Validation of a New Memetic CRO Algorithm for the Approximation of Time Series.
CAEPIA
Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez
2018 — conf
Distribution-Based Discretisation and Ordinal Classification Applied to Wave Height Prediction.
IDEAL (2)
David Guijo-Rubio, Antonio Manuel Durán-Rosal, Antonio M. Gómez-Orellana, Pedro Antonio Gutiérrez, César Hervás-Martínez
2018 J jnl
Efficient fog prediction with multi-objective evolutionary neural networks.
Appl. Soft Comput.
Antonio Manuel Durán-Rosal, Juan Carlos Fernández, Carlos Casanova-Mateo, Julia Sanz-Justo, Sancho Salcedo-Sanz, César Hervás-Martínez
2018 — conf
Hybrid Weighted Barebones Exploiting Particle Swarm Optimization Algorithm for Time Series Representation.
BIOMA
Antonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, César Hervás-Martínez
2018 J jnl
Simultaneous optimisation of clustering quality and approximation error for time series segmentation.
Inf. Sci.
Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Francisco José Martínez-Estudillo, César Hervás-Martínez
2018 J jnl
Time series clustering based on the characterisation of segment typologies.
CoRR
David Guijo-Rubio, Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Alicia Troncoso, César Hervás-Martínez
2017 — conf
A Coral Reef Optimization Algorithm for Wave Height Time Series Segmentation Problems.
IWANN (1)
Antonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez
2017 J jnl
Identification of extreme wave heights with an evolutionary algorithm in combination with a likelihood-based segmentation.
Prog. Artif. Intell.
Antonio Manuel Durán-Rosal, Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, César Hervás-Martínez
2017 J jnl
Identifying Market Behaviours Using European Stock Index Time Series by a Hybrid Segmentation Algorithm.
Neural Process. Lett.
Antonio Manuel Durán-Rosal, Monica-de la Paz-Marin, Pedro Antonio Gutiérrez, César Hervás-Martínez
2016 — conf
Hybridization of neural network models for the prediction of Extreme Significant Wave Height segments.
SSCI
Antonio Manuel Durán-Rosal, Juan Carlos Fernández, Pedro Antonio Gutiérrez, César Hervás-Martínez
2016 — conf
Multiclass Prediction of Wind Power Ramp Events Combining Reservoir Computing and Support Vector Machines.
CAEPIA
Manuel Dorado-Moreno, Antonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez
2016 — conf
On the Use of the Beta Distribution for a Hybrid Time Series Segmentation Algorithm.
CAEPIA
Antonio Manuel Durán-Rosal, Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, César Hervás-Martínez
2016 Misc conf
Time Series Representation by a Novel Hybrid Segmentation Algorithm.
HAIS
Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez Peña, Francisco José Martínez-Estudillo, César Hervás-Martínez
2015 — conf
Applying a Hybrid Algorithm to the Segmentation of the Spanish Stock Market Index Time Series.
IWANN (2)
Antonio Manuel Durán-Rosal, Monica-de la Paz-Marin, Pedro Antonio Gutiérrez, César Hervás-Martínez