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)
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
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
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
- Scopus
- ORCID
- Web of Science
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
- Scopus
- ORCID
- 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
- Scopus
- ORCID
- 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
- Scopus
- ORCID
- 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
- Scopus
- ORCID
- Web of Science
Ant colony optimization for water distribution network design: A comparative study
- Gil, C.
- Baños, R.
- Ortega, J.
- Márquez, A.L.
- Fernández, A.
- Montoya, M.G.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 8/6/2011
10.1007/978-3-642-21498-1_38 View source
- Category normalized Impact: 2.589 (2011)
- CiteScore: 1.8 (2020)
- SJR: 0.338 (2011
- SNIP: 0.773 (2011
- Scopus
- ORCID
- 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
- Scopus
- ORCID
- Web of Science
Classification of motor imagery tasks for BCI with multiresolution analysis and multiobjective feature selection
- Ortega, Julio
- Asensio-Cubero, Javier
- Gan, John Q.
- Ortiz, Andres
Biomedical Engineering Online - 15/07/2016
10.1186/s12938-016-0178-x View source
- SJR Quartile: Q2
- JCR Impact Factor: 1.683 (2016)
- CiteScore: 5.1 (2020)
- SJR: 0.572 (2016
- SNIP: 1.166 (2016
- JCR 5-year Impact Factor: 2.132
- JCR Categories: ENGINEERING, BIOMEDICAL
- SJR Categories: Biomedical Engineering (Q2); Medicine (miscellaneous) (Q2); Radiological and Ultrasound Technology (Q2); Radiology, Nuclear Medicine and Imaging (Q2); Biomaterials (Q3)
A Label-Aided Filter Method for Multi-objective Feature Selection in EEG Classification for BCI
- Martin-Smith, Pedro
- Ortega, Julio
- Asensio-Cubero, Javier
- Gan, John Q.
- Ortiz, Andres
- Rojas, I
- Joya, G
- Catala, A
ADVANCES IN COMPUTATIONAL INTELLIGENCE, PT I (IWANN 2015) - 1/1/2015
10.1007/978-3-319-19258-1_12 View source
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
- Scopus
- ORCID
- Web of Science
Parallel cooperation for large-scale multiobjective optimization on feature selection problems
- Kimovski D.
- Ortega J.
- Ortiz A.
- Baños R.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2015
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
- Scopus
- ORCID
- Web of Science
PCA filtering and probabilistic SOM for network intrusion detection
- De la Hoz, Eduardo
- De La Hoz, Emiro
- Ortiz, Andres
- Ortega, Julio
- Prieto, Beatriz
NEUROCOMPUTING - 21/09/2015
10.1016/j.neucom.2014.09.083 View source
- SJR Quartile: Q1
- JCR Impact Factor: 2.392 (2015)
- CiteScore: 9.8 (2020)
- SJR: 0.981 (2015
- SNIP: 1.726 (2015
- JCR 5-year Impact Factor: 2.471
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Computer Science Applications (Q1); Artificial Intelligence (Q2); Cognitive Neuroscience (Q3)
- Scopus
- ORCID
- Web of Science
Feature selection in high-dimensional EEG data by parallel multi-objective optimization
- Kimovski D.
- Ortega J.
- Ortiz A.
- Banos R.
2014 IEEE International Conference on Cluster Computing, CLUSTER 2014 - 1/1/2014
10.1109/cluster.2014.6968782 View source
- SJR Categories: Computational Theory and Mathematics; Computer Science Applications; Software
- Scopus
- ORCID
- Web of Science
Network Anomaly Classification by Support Vector Classifiers Ensemble and Non-linear Projection Techniques
- De La Hoz E.
- Ortiz A.
- Ortega J.
HYBRID ARTIFICIAL INTELLIGENT SYSTEMS - 8/10/2013
10.1007/978-3-642-40846-5_11 View source
- CiteScore: 1.8 (2020)
- SJR: 0.36 (2013
- SNIP: 0.775 (2013
- Scopus
- ORCID
- Web of Science
A method to improve the accuracy of protein torsion angles
- Calvo, J. C.
- Ortega, J.
- Anguita, M.
- Taheri, J.
- Zomaya, A.
- Pellegrini, M
- Fred, A
- Filipe, J
- Gamboa, H
BIOINFORMATICS 2011 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms - 15/7/2011
- Scopus
- ORCID
- Web of Science
Comparing Real-Time Calculus with the existing analytical approaches for the performance evaluation of network interfaces
- Garay G.
- Ortega J.
- Alarcon-Aquino V.
CONIELECOMP 2011 - 21st International Conference on Electronics Communications and Computers, Proceedings - 12/5/2011
10.1109/conielecomp.2011.5749347
- SJR Categories: Computer Networks and Communications; Electrical and Electronic Engineering; Hardware and Architecture
- Scopus
- ORCID
Improving dynamic web servers by affinity-based network interfaces
- Ortiz, A.
- Ortega, J.
- Diaz, A.F.
- Prieto, A.
Proceedings - 19th International Euromicro Conference on Parallel, Distributed, and Network-Based Processing, PDP 2011 - 26/4/2011
10.1109/pdp.2011.20 View source
- SJR Categories: Computer Networks and Communications; Information Systems; Software
- Scopus
- ORCID
- Web of Science
Improving network intrusion detection with growing hierarchical self-organizing maps
- Ortiz A.
- Ortega J.
- Prieto A.
- Díaz A.
Proceedings of the 2011 International Conference on Artificial Intelligence, ICAI 2011 - 1/12/2011
- Scopus
- ORCID
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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