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)
On-line optimization of radial basis function networks with orthogonal techniques
- Salmeron, M.
- Ortega, J.
- Puntonet, C. G.
Foundations and Tools for Neural Modeling, Proceedings, Vol I - 1/1/1999
10.1007/bfb0098204 View source
- CiteScore: 1.8 (2020)
- SJR: 0.299 (1999
- SNIP: 0.717 (1999
- Scopus
- ORCID
- Web of Science
An accurate measure for multilayer perceptron tolerance to additive weight deviations
- Bernier, J. L.
- Ortega, J.
- Rodriguez, M. M.
- Rojas, I.
- Prieto, A.
Engineering Applications of Bio-Inspired Artificial Neural Networks, Vol Ii - 1/1/1999
10.1007/bfb0100553 View source
- CiteScore: 1.8 (2020)
- SJR: 0.299 (1999
- SNIP: 0.717 (1999
- Scopus
- ORCID
- Web of Science
Adaptive cooperation between processors in a parallel Boltzmann machine implementation
- Ortega, J.
- Parrilla, L.
- Bernier, J. L.
- Gil, C.
- Pino, B.
- Anguita, M.
Engineering Applications of Bio-Inspired Artificial Neural Networks, Vol Ii - 1/1/1999
10.1007/bfb0100487 View source
- CiteScore: 1.8 (2020)
- SJR: 0.299 (1999
- SNIP: 0.717 (1999
- Scopus
- ORCID
- Web of Science
Sequential learning algorithm for PG-RBF network using regression weights for time series prediction
- Rojas, I.
- Pomares, H.
- Bernier, J. L.
- Ortega, J.
- Ros, E.
- Prieto, A.
Foundations and Tools for Neural Modeling, Proceedings, Vol I - 1/1/1999
10.1007/bfb0098221 View source
- CiteScore: 1.8 (2020)
- SJR: 0.299 (1999
- SNIP: 0.717 (1999
- Scopus
- ORCID
- Web of Science
Design and evaluation of a reconfigurable digital architecture for self-organizing maps
- Pino, B.
- Pelayo, F. J.
- Ortega, J.
- Prieto, A.
- Ieee Computer Society
- Ieee Computer, Society
Proceedings of the Seventh International Conference on Microelectronics for Neural, Fuzzy and Bio-Inspired Systems, Micorneuro'99 - 1/1/1999
10.1109/mn.1999.758892 View source
- Scopus
- ORCID
- Web of Science
Load balancing in parallel circuit testing with annealing-based and genetic algorithms
- Gil, C.
- Ortega, J.
- Diaz, A. F.
- Montoya, M. G.
- Prieto, A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/1998
10.1007/bfb0056925 View source
- Category normalized Impact: 0.048 (1998)
- CiteScore: 1.8 (2020)
- Scopus
- ORCID
- Web of Science
Parallel test pattern generation using circuit partitioning in a shared-memory multiprocessor
- Gil, C.
- Ortega, J.
- Bernier, J.L.
- Gil, M.D.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/1998
10.1007/bfb0095334 View source
- Category normalized Impact: 0.048 (1998)
- CiteScore: 1.8 (2020)
- Scopus
- ORCID
- Web of Science
Meta-heuristics for circuit partitioning in parallel test generation
- Gil, C.
- Ortega, J.
- Díaz, A.F.
- Montoya, M.G.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/1998
10.1007/3-540-64359-1_702 View source
- CiteScore: 1.8 (2020)
- Scopus
- ORCID
- Web of Science
Modified boltzmann machine for an efficient distributed implementation
- Ortega, J.
- Parrilla, L.
- Prieto, A.
- Lloris, A.
- Puntonet, C. G.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/1997
10.1007/bfb0032582 View source
- CiteScore: 1.8 (2020)
- Scopus
- ORCID
- Web of Science
A modified backpropagation algorithm to tolerate weight errors
- Bernier, J. L.
- Ortega, J.
- Prieto, A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/1997
10.1007/bfb0032535 View source
- CiteScore: 1.8 (2020)
- Scopus
- ORCID
- 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
- SJR Categories: 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
- SJR Quartile: Q2
- JCR Impact Factor: 0.879 (2018)
- CiteScore: 2.1 (2020)
- SJR: 0.712 (2018
- SNIP: 0.552 (2018
- JCR 5-year Impact Factor: 1.395
- JCR Categories: BIOCHEMICAL RESEARCH METHODS
- SJR Categories: Computational Mathematics (Q2); Computational Theory and Mathematics (Q2); Modeling and Simulation (Q2); Genetics (Q3); Molecular Biology (Q3)
This author has no patents.
This author has no reports or other types of publications.
h index
Scopus: 25
Web of Science: 22
i10 index
Scopus: 55
Web of Science: 41
Author profiles
-
ORCID
-
Web of Science ResearcherID
-
Scopus Author ID
-
Dialnet id
Research projects at UAL
-
Acronym P07-TIC-02988Since: February 1, 2008Until: July 31, 2011Funded by: JUNTAFunding / grant amount: 186,800.00 EURRole: Investigador