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Juan José Escobar
Juan José Escobar
Department of Software Engineering, CITIC-UGR, University of Granada
Verified email at ugr.es
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Cited by
Year
Deep learning for EEG-based Motor Imagery classification: Accuracy-cost trade-off
J León, JJ Escobar, A Ortiz, J Ortega, J González, P Martín-Smith, JQ Gan, ...
Plos one 15 (6), e0234178, 2020
612020
A novel keyframe extraction method for video classification using deep neural networks
R Savran Kýzýltepe, JQ Gan, JJ Escobar
Neural Computing and Applications 35 (34), 24513-24524, 2023
342023
Optimization of deep architectures for eeg signal classification: An automl approach using evolutionary algorithms
D Aquino-Brítez, A Ortiz, J Ortega, J León, M Formoso, JQ Gan, ...
Sensors 21 (6), 2096, 2021
292021
Parallel high-dimensional multi-objective feature selection for EEG classification with dynamic workload balancing on CPU–GPU architectures
JJ Escobar, J Ortega, J González, M Damas, AF Díaz
Cluster Computing 20, 1881-1897, 2017
192017
Assessing parallel heterogeneous computer architectures for multiobjective feature selection on EEG classification
JJ Escobar, J Ortega, J González, M Damas
Bioinformatics and Biomedical Engineering: 4th International Conference …, 2016
152016
Energy‐aware load balancing of parallel evolutionary algorithms with heavy fitness functions in heterogeneous CPU‐GPU architectures
JJ Escobar, J Ortega, AF Díaz, J González, M Damas
Concurrency and Computation: Practice and Experience 31 (6), e4688, 2019
132019
Improving memory accesses for heterogeneous parallel multi-objective feature selection on eeg classification
JJ Escobar, J Ortega, J González, M Damas
Euro-Par 2016: Parallel Processing Workshops: Euro-Par 2016 International …, 2017
132017
A lexicographic cooperative co-evolutionary approach for feature selection
J Gonzalez, J Ortega, JJ Escobar, M Damas
Neurocomputing 463, 59-76, 2021
112021
Energy efficiency of personal computers: a comparative analysis
B Prieto, JJ Escobar, JC Gómez-López, AF Díaz, T Lampert
Sustainability 14 (19), 12829, 2022
102022
Multi-objective feature selection for EEG classification with multi-level parallelism on heterogeneous CPU-GPU clusters
JJ Escobar, J Ortega, AF Díaz, J González, M Damas
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2018
82018
Time-energy analysis of multilevel parallelism in heterogeneous clusters: the case of EEG classification in BCI tasks
JJ Escobar, J Ortega, AF Díaz, J González, M Damas
The Journal of Supercomputing 75 (7), 3397-3425, 2019
72019
Energy-time analysis of convolutional neural networks distributed on heterogeneous clusters for EEG classification
JJ Escobar, J Ortega, M Damas, RS Kýzýltepe, JQ Gan
Advances in Computational Intelligence: 15th International Work-Conference …, 2019
52019
Power-performance evaluation of parallel multi-objective eeg feature selection on cpu-gpu platforms
JJ Escobar, J Ortega, AF Díaz, J González, M Damas
Algorithms and Architectures for Parallel Processing: 17th International …, 2017
52017
Temporal phase synchrony disruption in dyslexia: Anomaly patterns in auditory processing
MA Formoso, A Ortiz, FJ Martínez-Murcia, DA Brítez, JJ Escobar, ...
International Work-Conference on the Interplay Between Natural and …, 2022
42022
Issues on GPU parallel implementation of evolutionary high-dimensional multi-objective feature selection
JJ Escobar, J Ortega, J González, M Damas, B Prieto
Applications of Evolutionary Computation: 20th European Conference …, 2017
42017
A distributed and energy-efficient KNN for EEG classification with dynamic money-saving policy in heterogeneous clusters
JJ Escobar, F Rodríguez, B Prieto, D Kimovski, A Ortiz, M Damas
Computing 105 (11), 2487-2510, 2023
32023
Boosting the convergence of a ga-based wrapper for feature selection problems on high-dimensional data
JC Gómez-López, JJ Escobar, AF Díaz, M Damas, F Gil-Montoya, ...
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
32022
Combining very deep convolutional neural networks and recurrent neural networks for video classification
R Savran Kýzýltepe, JQ Gan, JJ Escobar
Advances in Computational Intelligence: 15th International Work-Conference …, 2019
32019
Speedup and energy analysis of eeg classification for bci tasks on cpu-gpu clusters
JJ Escobar, J Ortega, AF Díaz, J González, M Damas
Proceedings of the 6th International Workshop on Parallelism in …, 2018
32018
Modelling brain connectivity networks by graph embedding for dyslexia diagnosis
MA Formoso, A Ortiz, FJ Martínez-Murcia, N Gallego-Molina, JL Luque, ...
Bioengineering and Biomedical Signal and Image Processing: First …, 2021
22021
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