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 | 75 | 2020 |
A novel keyframe extraction method for video classification using deep neural networks R Savran Kızıltepe, JQ Gan, JJ Escobar Neural Computing and Applications 35 (34), 24513-24524, 2023 | 53 | 2023 |
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 | 36 | 2021 |
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 | 21 | 2017 |
Energy efficiency of personal computers: a comparative analysis B Prieto, JJ Escobar, JC Gómez-López, AF Díaz, T Lampert Sustainability 14 (19), 12829, 2022 | 20 | 2022 |
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 | 18 | 2019 |
A lexicographic cooperative co-evolutionary approach for feature selection J Gonzalez, J Ortega, JJ Escobar, M Damas Neurocomputing 463, 59-76, 2021 | 17 | 2021 |
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 | 15 | 2016 |
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 | 14 | 2017 |
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 | 10 | 2019 |
Energy-time analysis of convolutional neural networks distributed on heterogeneous clusters for EEG classification JJ Escobar, J Ortega, M Damas, RS Kızıltepe, JQ Gan Advances in Computational Intelligence: 15th International Work-Conference …, 2019 | 9 | 2019 |
Vampire: A smart energy meter for synchronous monitoring in a distributed computer system AF Díaz, B Prieto, JJ Escobar, T Lampert Journal of Parallel and Distributed Computing 184, 104794, 2024 | 8 | 2024 |
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 | 8 | 2023 |
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 | 8 | 2018 |
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 | 7 | 2022 |
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 | 5 | 2022 |
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 | 5 | 2017 |
Combining very deep convolutional neural networks and recurrent neural networks for video classification R Savran Kızıltepe, JQ Gan, JJ Escobar Advances in Computational Intelligence: 15th International Work-Conference …, 2019 | 4 | 2019 |
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 | 4 | 2017 |
HIGEA: An Intelligent Conversational Agent to Detect Caregiver Burden E Castilla, JJ Escobar, C Villalonga, O Banos International Journal of Environmental Research and Public Health 19 (23), 16019, 2022 | 3 | 2022 |