Ortega Lopera, Julio Autor
Optimization of deep architectures for eeg signal classification: An automl approach using evolutionary algorithms
SENSORS - 2/3/2021
- Factor Impacto JCR: 3,847 (2021)
- CiteScore: 5,8 (2020)
- SJR: 0,636 (2020)
- SNIP: 1,555 (2020)
- Impacto JCR a 5 años: 4,05
- Categorías JCR: INSTRUMENTS & INSTRUMENTATION
Multiprotocol authentication device for hpc and cloud environments based on elliptic curve cryptography
- Díaz A.F.
- Blokhin I.
- Anguita M.
- Ortega J.
- Escobar J.J.
Electronics (Switzerland) - 1/7/2020
Dyslexia Diagnosis by EEG Temporal and Spectral Descriptors: An Anomaly Detection Approach
- Ortiz A.
- Martinez-Murcia F.J.
- Luque J.L.
- Giménez A.
- Morales-Ortega R.
- Ortega J.
International Journal of Neural Systems - 1/7/2020
- Factor Impacto JCR: 5,866 (2020)
- CiteScore: 9,9 (2020)
- SJR: 1,376 (2020)
- SNIP: 1,667 (2020)
- Impacto JCR a 5 años: 5,439
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Deep learning for EEG-based Motor Imagery classification: Accuracy-cost trade-off
- León J.
- Escobar J.J.
- Ortiz A.
- Ortega J.
- González J.
- Martín-Smith P.
- Gan J.Q.
- Damas M.
PLoS One - 1/1/2020
- Factor Impacto JCR: 3,24 (2020)
- Impacto JCR a 5 años: 3,788
- Categorías JCR: MULTIDISCIPLINARY SCIENCES
Time-energy analysis of multilevel parallelism in heterogeneous clusters: the case of EEG classification in BCI tasks
- Escobar J.
- Ortega J.
- Díaz A.
- González J.
- Damas M.
JOURNAL OF SUPERCOMPUTING - 1/7/2019
- Cuartil SJR: Q2
- Factor Impacto JCR: 2,469 (2019)
- CiteScore: 4,6 (2020)
- SJR: 0,432 (2019)
- SNIP: 1,156 (2019)
- Impacto JCR a 5 años: 2,025
- Categorías JCR: COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
- Categorías SJR: Hardware and Architecture (Q2); Information Systems (Q2); Software (Q2); Theoretical Computer Science (Q3)
A new multi-objective wrapper method for feature selection – Accuracy and stability analysis for BCI
- González J.
- Ortega J.
- Damas M.
- Martín-Smith P.
- Gan J.
NEUROCOMPUTING - 14/3/2019
- Cuartil SJR: Q1
- Factor Impacto JCR: 4,438 (2019)
- CiteScore: 9,8 (2020)
- SJR: 1,178 (2019)
- SNIP: 1,948 (2019)
- Impacto JCR a 5 años: 4,01
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Categorías SJR: Artificial Intelligence (Q1); Computer Science Applications (Q1); Cognitive Neuroscience (Q2)
Distributed multi-objective evolutionary optimization using island-based selective operator application
- García-Sánchez P.
- Ortega J.
- González J.
- Castillo P.
- Merelo J.
APPLIED SOFT COMPUTING - 1/12/2019
- Cuartil SJR: Q1
- Factor Impacto JCR: 5,472 (2019)
- CiteScore: 11,2 (2020)
- SJR: 1,405 (2019)
- SNIP: 2,446 (2019)
- Impacto JCR a 5 años: 5,39
- Categorías JCR: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
- Categorías SJR: Software (Q1)
Energy-aware load balancing of parallel evolutionary algorithms with heavy fitness functions in heterogeneous CPU-GPU architectures
- Jose Escobar, Juan
- Ortega, Julio
- Francisco Diaz, Antonio
- Gonzalez, Jesus
- Damas, Miguel
CONCURRENCY AND COMPUTATION-PRACTICE and EXPERIENCE - 25/03/2019
10.1002/cpe.4688 Ver en origen
- Factor Impacto JCR: 1,447 (2019)
- CiteScore: 3,8 (2020)
- SJR: 0,341 (2019)
- SNIP: 0,916 (2019)
- Impacto JCR a 5 años: 1,268
- Categorías JCR: COMPUTER SCIENCE, SOFTWARE ENGINEERING
Parallel high-dimensional multi-objective feature selection for EEG classification with dynamic workload balancing on CPU–GPU architectures
- Escobar J.
- Ortega J.
- González J.
- Damas M.
- Díaz A.
Cluster Computing-The Journal of Networks Software Tools and Applications - 1/9/2017
- Cuartil SJR: Q2
- Factor Impacto JCR: 1,601 (2017)
- CiteScore: 3,1 (2020)
- SJR: 0,374 (2017)
- SNIP: 1,083 (2017)
- Impacto JCR a 5 años: 1,614
- Categorías JCR: COMPUTER SCIENCE, THEORY & METHODS
- Categorías SJR: Computer Networks and Communications (Q2); Software (Q2)
A supervised filter method for multi-objective feature selection in EEG classification based on multi-resolution analysis for BCI
- Martín-Smith P.
- Ortega J.
- Asensio-Cubero J.
- Gan J.
- Ortiz A.
NEUROCOMPUTING - 9/8/2017
- Cuartil SJR: Q1
- Factor Impacto JCR: 3,241 (2017)
- CiteScore: 9,8 (2020)
- SJR: 1,073 (2017)
- SNIP: 1,531 (2017)
- Impacto JCR a 5 años: 3,126
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Categorías SJR: Artificial Intelligence (Q1); Computer Science Applications (Q1); Cognitive Neuroscience (Q2)
Performance Study of Ant Colony Optimization for Feature Selection in EEG Classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2021
- CiteScore: 1,8 (2020)
- SJR: 0,249 (2020)
- SNIP: 0,628 (2020)
- Scopus
- ORCID
Recurrent Neural Networks and Efficiency in High-Dimensional EEG Classification
- León J.
- Escobar J.J.
- González J.
- Ortega J.
- Arrabal-Campos F.M.
- Ortiz A.
- Damas M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2021
- CiteScore: 1,8 (2020)
- SJR: 0,249 (2020)
- SNIP: 0,628 (2020)
- Scopus
- ORCID
Evolutionary multiobjective feature selection in multiresolution analysis for BCI
- Ortega, Julio
- Asensio-Cubero, Javier
- Gan, John Q.
- Ortiz, Andres
- Ortuno, F
- Rojas, I
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2015
10.1007/978-3-319-16483-0_35 Ver en origen
- CiteScore: 1,8 (2020)
- SJR: 0,369 (2015)
- SNIP: 0,708 (2015)
- ORCID
- Web of Science
- Scopus
Hybrid MPI/openmp parallel evolutionary algorithms for vehicle routing problems
- Banos, Raul
- Ortega, Julio
- Gil, Consolacion
- EsparciaAlcazar, AI
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2014
10.1007/978-3-662-45523-4_53 Ver en origen
- Impacto Normalizado por Categoría: 0,573 (2014)
- CiteScore: 1,8 (2020)
- SJR: 0,354 (2014)
- SNIP: 0,753 (2014)
- ORCID
- Scopus
- Web of Science
Network anomaly detection with bayesian self-organizing maps
- De La Hoz Franco E.
- Ortiz García A.
- Ortega Lopera J.
- De La Hoz Correa E.
- Prieto Espinosa A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 17/7/2013
10.1007/978-3-642-38679-4_53 Ver en origen
- CiteScore: 1,8 (2020)
- SJR: 0,36 (2013)
- SNIP: 0,775 (2013)
- ORCID
- Scopus
- Web of Science
Comparison of frameworks for parallel multiobjective evolutionary optimization in dynamic problems
- Cámara, M.
- Ortega, J.
- De Toro, F.
Studies in Computational Intelligence - 6/6/2012
10.1007/978-3-642-28789-3-5 Ver en origen
- CiteScore: 1,5 (2020)
- SJR: 0,204 (2012)
- SNIP: 0,426 (2012)
- ORCID
- Scopus
- Web of Science
Network intrusion prevention by using hierarchical self-organizing maps and probability-based labeling
- Ortiz, A.
- Ortega, J.
- Díaz, A.F.
- Prieto, A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 8/6/2011
10.1007/978-3-642-21501-8_29 Ver en origen
- CiteScore: 1,8 (2020)
- SJR: 0,338 (2011)
- SNIP: 0,773 (2011)
- ORCID
- Scopus
- Web of Science
A Hybrid Scheme to Solve the Protein Structure Prediction Problem
- Calvo, Jose C.
- Ortega, Julio
- Anguita, Mancia
- Rocha, MP
- Riverola, FF
- Shatkay, H
- Corchado, JM
Advances in Bioinformatics - 2010
10.1007/978-3-642-13214-8_30 Ver en origen
- Categorías SJR: Biochemistry, Genetics and Molecular Biology (miscellaneous); Biomedical Engineering; Computer Science Applications
- ORCID
- Web of Science
Approaching Dynamic Multi-Objective Optimization Problems by Using Parallel Evolutionary Algorithms
- Camara, Mario
- Ortega, Julio
- de Toro, Francisco
- Coello, CAC
- Dhaenens, C
- Jourdan, L
ADVANCES IN MULTI-OBJECTIVE NATURE INSPIRED COMPUTING - 15/1/2010
10.1007/978-3-642-11218-8_4 Ver en origen
- CiteScore: 1,5 (2020)
- SJR: 0,188 (2010)
- SNIP: 0,391 (2010)
- ORCID
- Web of Science
- Scopus
Method for prediction of protein-protein interactions in yeast using genomics/proteomics information and feature selection
- Urquiza, J. M.
- Rojas, I.
- Pomares, H.
- Florido, J. P.
- Rubio, G.
- Herrera, L. J.
- Calvo, J. C.
- Ortega, J.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 20/8/2009
10.1007/978-3-642-02478-8_107 Ver en origen
- CiteScore: 1,8 (2020)
- SJR: 0,302 (2009)
- SNIP: 0,586 (2009)
- ORCID
- Scopus
- Web of Science
Energy-Time Profiling for Machine Learning Methods to EEG Classification
- Gómez-López J.C.
- Escobar J.J.
- González J.
- Gil-Montoya F.
- Ortega J.
- Burmester M.
- Damas M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2021
- CiteScore: 1,8 (2020)
- SJR: 0,249 (2020)
- SNIP: 0,628 (2020)
A parallel and distributed multi-population GA with asynchronous migrations: Energy-time analysis for heterogeneous systems
- Escobar J.J.
- Ortega J.
- DÍaz A.F.
- González J.
- Damas M.
GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion - 8/7/2020
Cost-Efficiency of Convolutional Neural Networks for High-Dimensional EEG Classification
- León J.
- Ortiz A.
- Damas M.
- González J.
- Ortega J.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2020
- CiteScore: 1,8 (2020)
- SJR: 0,249 (2020)
- SNIP: 0,628 (2020)
Convolutional Neural Networks and Feature Selection for BCI with Multiresolution Analysis
- León J.
- Ortega J.
- Ortiz A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2019
- CiteScore: 1,8 (2020)
- SJR: 0,427 (2019)
- SNIP: 0,715 (2019)
An Anomaly Detection Approach for Dyslexia Diagnosis Using EEG Signals
- Ortiz A.
- López P.
- Luque J.
- Martínez-Murcia F.
- Aquino-Britez D.
- Ortega J.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2019
- CiteScore: 1,8 (2020)
- SJR: 0,427 (2019)
- SNIP: 0,715 (2019)
Periodogram Connectivity of EEG Signals for the Detection of Dyslexia
- Martinez-Murcia F.
- Ortiz A.
- Morales-Ortega R.
- López P.
- Luque J.
- Castillo-Barnes D.
- Segovia F.
- Illan I.
- Ortega J.
- Ramirez J.
- Gorriz J.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2019
- CiteScore: 1,8 (2020)
- SJR: 0,427 (2019)
- SNIP: 0,715 (2019)
Energy-Time Analysis of Convolutional Neural Networks Distributed on Heterogeneous Clusters for EEG Classification
- Escobar J.
- Ortega J.
- Damas M.
- K?z?ltepe R.
- Gan J.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2019
- CiteScore: 1,8 (2020)
- SJR: 0,427 (2019)
- SNIP: 0,715 (2019)
Many-Objective Cooperative Co-evolutionary Feature Selection: A Lexicographic Approach
- González J.
- Ortega J.
- Damas M.
- Martín-Smith P.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2019
- CiteScore: 1,8 (2020)
- SJR: 0,427 (2019)
- SNIP: 0,715 (2019)
Speedup and energy analysis of EEG classification for BCI tasks on CPU-GPU clusters
- Escobar J.
- Ortega J.
- Díaz A.
- González J.
- Damas M.
ACM International Conference Proceeding Series - 23/9/2018
- Categorías SJR: Computer Graphics and Computer-Aided Design; Computer Networks and Communications
A power-performance perspective to multiobjective electroencephalogram feature selection on heterogeneous parallel platforms
- Escobar J.
- Ortega J.
- Díaz A.
- González J.
- Damas M.
JOURNAL OF COMPUTATIONAL BIOLOGY - 1/8/2018
- Cuartil SJR: Q2
- Factor Impacto JCR: 0,879 (2018)
- CiteScore: 2,1 (2020)
- SJR: 0,712 (2018)
- SNIP: 0,552 (2018)
- Impacto JCR a 5 años: 1,395
- Categorías JCR: BIOCHEMICAL RESEARCH METHODS
- Categorías SJR: Computational Mathematics (Q2); Computational Theory and Mathematics (Q2); Modeling and Simulation (Q2); Genetics (Q3); Molecular Biology (Q3)
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Índice h
Scopus: 25
Web of Science: 22
Índice i10
Scopus: 55
Web of Science: 41
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Proyectos de investigación en la UAL
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Acrónimo P07-TIC-02988Desde: 1 de febrero de 2008Hasta: 31 de julio de 2011Financiado por: JUNTAImporte de financiación: 186.800,00 EURRol: Investigador