Ortega Lopera, Julio Author
Optimization of deep architectures for eeg signal classification: An automl approach using evolutionary algorithms
SENSORS - 2/3/2021
- JCR Impact Factor: 3.847 (2021)
- CiteScore: 5.8 (2020)
- SJR: 0.636 (2020
- SNIP: 1.555 (2020
- JCR 5-year Impact Factor: 4.05
- JCR Categories: 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
- JCR Impact Factor: 5.866 (2020)
- CiteScore: 9.9 (2020)
- SJR: 1.376 (2020
- SNIP: 1.667 (2020
- JCR 5-year Impact Factor: 5.439
- JCR Categories: 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
- JCR Impact Factor: 3.24 (2020)
- JCR 5-year Impact Factor: 3.788
- JCR Categories: 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
- SJR Quartile: Q2
- JCR Impact Factor: 2.469 (2019)
- CiteScore: 4.6 (2020)
- SJR: 0.432 (2019
- SNIP: 1.156 (2019
- JCR 5-year Impact Factor: 2.025
- JCR Categories: COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
- SJR Categories: 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
- SJR Quartile: Q1
- JCR Impact Factor: 4.438 (2019)
- CiteScore: 9.8 (2020)
- SJR: 1.178 (2019
- SNIP: 1.948 (2019
- JCR 5-year Impact Factor: 4.01
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: 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
- SJR Quartile: Q1
- JCR Impact Factor: 5.472 (2019)
- CiteScore: 11.2 (2020)
- SJR: 1.405 (2019
- SNIP: 2.446 (2019
- JCR 5-year Impact Factor: 5.39
- JCR Categories: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
- SJR Categories: 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
- JCR Impact Factor: 1.447 (2019)
- CiteScore: 3.8 (2020)
- SJR: 0.341 (2019
- SNIP: 0.916 (2019
- JCR 5-year Impact Factor: 1.268
- JCR Categories: 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
- SJR Quartile: Q2
- JCR Impact Factor: 1.601 (2017)
- CiteScore: 3.1 (2020)
- SJR: 0.374 (2017
- SNIP: 1.083 (2017
- JCR 5-year Impact Factor: 1.614
- JCR Categories: COMPUTER SCIENCE, THEORY & METHODS
- SJR Categories: 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
- SJR Quartile: Q1
- JCR Impact Factor: 3.241 (2017)
- CiteScore: 9.8 (2020)
- SJR: 1.073 (2017
- SNIP: 1.531 (2017
- JCR 5-year Impact Factor: 3.126
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: 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 View source
- 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 View source
- Category normalized Impact: 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 View source
- 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 View source
- 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 View source
- 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 View source
- SJR Categories: 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 View source
- 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 View source
- CiteScore: 1.8 (2020)
- SJR: 0.302 (2009
- SNIP: 0.586 (2009
- ORCID
- Scopus
- Web of Science
Multi-objective feature selection for EEG classification with multi-level parallelism on heterogeneous CPU-GPU clusters
- Escobar J.
- Ortega J.
- Díaz A.
- González J.
- Damas M.
GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion - 6/7/2018
Prediction of energy consumption in a NSGA-II-based evolutionary algorithm
- Moreno S.
- Díaz A.
- Ortega J.
- González J.
- Damas M.
- Pomares H.
GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion - 6/7/2018
Classification of Breast Cancer Histopathological Images Using KAZE Features
- Sanchez-Morillo D.
- González J.
- García-Rojo M.
- Ortega J.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2018
- CiteScore: 1.8 (2020)
- SJR: 0.283 (2018
- SNIP: 0.707 (2018
Improving memory accesses for heterogeneous parallel multi-objective feature selection on eeg classification
- Escobar J.
- Ortega J.
- González J.
- Damas M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2017
- CiteScore: 1.8 (2020)
- SJR: 0.295 (2017
- SNIP: 0.673 (2017
Issues on GPU parallel implementation of evolutionary high-dimensional multi-objective feature selection
- Escobar J.
- Ortega J.
- González J.
- Damas M.
- Prieto B.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2017
- CiteScore: 1.8 (2020)
- SJR: 0.295 (2017
- SNIP: 0.673 (2017
Power-performance evaluation of parallel multi-objective EEG feature selection on CPU-GPU platforms
- Escobar J.
- Ortega J.
- Díaz A.
- González J.
- Damas M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2017
- CiteScore: 1.8 (2020)
- SJR: 0.295 (2017
- SNIP: 0.673 (2017
Assessing parallel heterogeneous computer architectures for multiobjective feature selection on EEG classification
- Escobar J.
- Ortega J.
- González J.
- Damas M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2016
- CiteScore: 1.8 (2020)
- SJR: 0.339 (2016
- SNIP: 0.676 (2016
A new scalable approach for distributed metadata in HPC
- Rodríguez-Quintana C.
- Díaz A.
- Ortega J.
- Palacios R.
- Ortiz A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2016
- CiteScore: 1.8 (2020)
- SJR: 0.339 (2016
- SNIP: 0.676 (2016
Addressing high dimensional multi-objective optimization problems by coevolutionary Islands with overlapping search spaces
- García-Sánchez P.
- Ortega J.
- González J.
- Castillo P.
- Merelo J.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2016
- CiteScore: 1.8 (2020)
- SJR: 0.339 (2016
- SNIP: 0.676 (2016
Secure data access in hadoop using elliptic curve cryptography
- Díaz A.
- Blokhin I.
- Ortega J.
- Palacios R.
- Rodríguez-Quintana C.
- Díaz-García J.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2016
- CiteScore: 1.8 (2020)
- SJR: 0.339 (2016
- SNIP: 0.676 (2016
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h index
Scopus: 25
Web of Science: 22
i10 index
Scopus: 55
Web of Science: 41
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Acronym P07-TIC-02988Since: February 1, 2008Until: July 31, 2011Funded by: JUNTAFunding / grant amount: 186,800.00 EURRole: Investigador