Ortega Lopera, Julio Autor

Open Access

Optimization of deep architectures for eeg signal classification: An automl approach using evolutionary algorithms

  • Aquino-Brítez D.
  • Ortiz A.
  • Ortega J.
  • León J.
  • Formoso M.
  • Gan J.
  • Escobar J.J.
... Ver más Contraer

SENSORS - 2/3/2021

10.3390/s21062096

Número de citas: 1 (Scopus)

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

10.3390/electronics9071148

Número de citas: 1 (Scopus)

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

10.1142/s012906572050029x

Número de citas: 4 (Scopus)

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.
... Ver más Contraer

PLoS One - 1/1/2020

10.1371/journal.pone.0234178

Número de citas: 21 (Scopus)

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

10.1007/s11227-019-02908-4

Número de citas: 2 (Scopus)

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

10.1016/j.neucom.2019.01.017

Número de citas: 41 (Scopus)

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

10.1016/j.asoc.2019.105757

Número de citas: 4 (Scopus)

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

Número de citas: 6 (Web of Science) 6 (Scopus)

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

10.1007/s10586-017-0980-7

Número de citas: 9 (Scopus)

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

10.1016/j.neucom.2016.09.123

Número de citas: 23 (Scopus)
Open Access

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.
... Ver más Contraer

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

Número de citas: 3 (Web of Science) 4 (Scopus)
Open Access

Protein structure prediction by evolutionary multi-objective optimization: Search space reduction by using rotamers

  • Calvo, J. C.
  • Ortega, J.
  • Anguita, M.
  • Urquiza, J. M.
  • Florido, J. P.

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_108 Ver en origen

Número de citas: 1 (Web of Science) 1 (Scopus)
Open Access

Improving the performance of bandwidth-demanding applications by a distributed network interface

  • Ortiz, A.
  • Ortega, J.
  • Diaz, A.F.
  • Prieto, A.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2009

10.1007/978-3-642-02481-8_66 Ver en origen

Número de citas:
Open Access

The Parallel Single Front Genetic Algorithm (PSFGA) in dynamic multi-objective optimization

  • Camara, Mario
  • Ortega, Julio
  • De Toro, Francisco
  • Sandoval, F
  • Prieto, A
  • Cabestany, J
  • Grana, M
... Ver más Contraer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2007

10.1007/978-3-540-73007-1_37 Ver en origen

Número de citas: 2 (Web of Science) 4 (Scopus)
Open Access

Adapting multi-objective meta-heuristics for graph partitioning

  • Banos, R.
  • Gil, C.
  • Montoya, M. G.
  • Ortega, J.
  • Abraham, A
  • DeBaets, B
  • Koppen, M
  • Nickolay, B
... Ver más Contraer

Advances in Soft Computing - 18/12/2006

10.1007/3-540-31662-0_10 Ver en origen

Número de citas:
Open Access

Performance analysis of parallel strategies for bi-objective network partitioning

  • Baños R.
  • Gill C.
  • Gómez J.
  • Ortega J.

Advances in Soft Computing - 1/12/2006

10.1007/978-3-540-36266-1_28 Ver en origen

Número de citas:
Open Access

Synthesis of hybrid CBL/CMOS cell using multiobjective evolutionary algorithms

  • de Toro, R
  • Jimenez, R
  • Sanchez, M
  • Ortega, J
  • Paliouras, V
  • Vounckx, J
  • Verkest, D
... Ver más Contraer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2005

10.1007/11556930_64 Ver en origen

Número de citas:
Open Access

A new pareto-based algorithm for multi-objective graph partitioning

  • Banos, R
  • Gil, C
  • Montoya, MG
  • Ortega, J
  • Aykanat, C
  • Dayar, T
  • Korpeoglu, I
... Ver más Contraer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2004

10.1007/978-3-540-30182-0_78 Ver en origen

Número de citas: 3 (Web of Science) 3 (Scopus)
Open Access

Optimising graph partitions using parallel evolution

  • Banos, R
  • Gil, C
  • Ortega, J
  • Montoya, FG
  • Liardet, P
  • Collet, P
  • Fonlupt, C
  • Lutton, E
  • Schoenauer, M
... Ver más Contraer

Artificial Evolution - 1/12/2004

10.1007/978-3-540-24621-3_8 Ver en origen

Número de citas:
Open Access

Genetic algorithm applied to paroxysmal atrial fibrillation prediction

  • Mota, S.
  • Ros, E.
  • de Toro, F.
  • Ortega, J.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2003

10.1007/3-540-44869-1_44 Ver en origen

Número de citas: 1 (Web of Science) 2 (Scopus)
Open Access

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.
... Ver más Contraer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2021

10.1007/978-3-030-88163-4_27

Número de citas:

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

10.1145/3377929.3389908

Número de citas:
Open Access

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

10.1007/978-3-030-61705-9_65

Número de citas:
Open Access

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

10.1007/978-3-030-20521-8_72

Número de citas: 2 (Scopus)
Open Access

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

10.1007/978-3-030-19591-5_38

Número de citas: 5 (Scopus)
Open Access

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.
... Ver más Contraer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2019

10.1007/978-3-030-19591-5_36

Número de citas: 7 (Scopus)
Open Access

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

10.1007/978-3-030-20518-8_74

Número de citas: 1 (Scopus)
Open Access

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

10.1007/978-3-030-20518-8_39

Número de citas: 2 (Scopus)

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

10.1145/3235830.3235834

Número de citas: 1 (Scopus)

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

10.1089/cmb.2018.0080

Número de citas: 1 (Scopus)

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Última actualización de los datos: 15/06/24 9:49
Próxima recolección programada: 22/06/24 3:00