Items where Author is "Ortega, Julio"

Article

Aquino-Brítez, Diego and Ortiz, Andrés and Ortega, Julio and León, Javier and Formoso, Marco and Gan, John Q and Escobar, Juan José (2021) Optimization of Deep Architectures for EEG Signal Classification: An AutoML Approach Using Evolutionary Algorithms. Sensors, 21 (6). p. 2096. DOI https://doi.org/10.3390/s21062096

León, Javier and Escobar, Juan José and Ortiz, Andrés and Ortega, Julio and González, Jesús and Martín-Smith, Pedro and Gan, John Q and Damas, Miguel (2020) Deep learning for EEG-based Motor Imagery classification: Accuracy-cost trade-off. PLoS One, 15 (6). e0234178-e0234178. DOI https://doi.org/10.1371/journal.pone.0234178

González, Jesús and Ortega, Julio and Damas, Miguel and Martín-Smith, Pedro and Gan, John Q (2019) A new multi-objective wrapper method for feature selection – Accuracy and stability analysis for BCI. Neurocomputing, 333. pp. 407-418. DOI https://doi.org/10.1016/j.neucom.2019.01.017

Martín-Smith, Pedro and Ortega, Julio and Asensio-Cubero, Javier and Gan, John Q and Ortiz, Andrés (2017) A supervised filter method for multi-objective feature selection in EEG classification based on multi-resolution analysis for BCI. Neurocomputing, 250. pp. 45-56. DOI https://doi.org/10.1016/j.neucom.2016.09.123

Ortega, Julio and Asensio-Cubero, Javier and Gan, John Q and Ortiz, Andrés (2016) Classification of motor imagery tasks for BCI with multiresolution analysis and multiobjective feature selection. BioMedical Engineering OnLine, 15 (S1). 73-. DOI https://doi.org/10.1186/s12938-016-0178-x

Conference or Workshop Item

Ortega, Julio and Asensio-Cubero, Javier and Gan, John Q and Ortiz, Andrés (2015) Evolutionary Multiobjective Feature Selection in Multiresolution Analysis for BCI. In: UNSPECIFIED, ? - ?.

Martín-Smith, Pedro and Ortega, Julio and Asensio-Cubero, Javier and Gan, John Q and Ortiz, Andrés (2015) A Label-Aided Filter Method for Multi-objective Feature Selection in EEG Classification for BCI. In: UNSPECIFIED, ? - ?.