Julio Ortega
Orcid: 0000-0002-2998-220XAffiliations:
- University of Granada, Departament of Computer Architecture and Technology, Spain
According to our database1,
Julio Ortega
authored at least 178 papers
between 1991 and 2021.
Collaborative distances:
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Bibliography
2021
Optimization of Deep Architectures for EEG Signal Classification: An AutoML Approach Using Evolutionary Algorithms.
Sensors, 2021
Neurocomputing, 2021
Performance Study of Ant Colony Optimization for Feature Selection in EEG Classification.
Proceedings of the Bioengineering and Biomedical Signal and Image Processing, 2021
Proceedings of the Bioengineering and Biomedical Signal and Image Processing, 2021
Proceedings of the Bioengineering and Biomedical Signal and Image Processing, 2021
2020
Dyslexia Diagnosis by EEG Temporal and Spectral Descriptors: An Anomaly Detection Approach.
Int. J. Neural Syst., 2020
Cost-Efficiency of Convolutional Neural Networks for High-Dimensional EEG Classification.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020
A parallel and distributed multi-population GA with asynchronous migrations: energy-time analysis for heterogeneous systems.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
2019
Time-energy analysis of multilevel parallelism in heterogeneous clusters: the case of EEG classification in BCI tasks.
J. Supercomput., 2019
A new multi-objective wrapper method for feature selection - Accuracy and stability analysis for BCI.
Neurocomputing, 2019
Energy-aware load balancing of parallel evolutionary algorithms with heavy fitness functions in heterogeneous CPU-GPU architectures.
Concurr. Comput. Pract. Exp., 2019
Distributed multi-objective evolutionary optimization using island-based selective operator application.
Appl. Soft Comput., 2019
Proceedings of the Machine Learning for Networking, 2019
Proceedings of the Understanding the Brain Function and Emotions, 2019
Proceedings of the Understanding the Brain Function and Emotions, 2019
Convolutional Neural Networks and Feature Selection for BCI with Multiresolution Analysis.
Proceedings of the Advances in Computational Intelligence, 2019
Energy-Time Analysis of Convolutional Neural Networks Distributed on Heterogeneous Clusters for EEG Classification.
Proceedings of the Advances in Computational Intelligence, 2019
Many-Objective Cooperative Co-evolutionary Feature Selection: A Lexicographic Approach.
Proceedings of the Advances in Computational Intelligence, 2019
2018
A Power-Performance Perspective to Multiobjective Electroencephalogram Feature Selection on Heterogeneous Parallel Platforms.
J. Comput. Biol., 2018
Proceedings of the 6th International Workshop on Parallelism in Bioinformatics, 2018
Proceedings of the Bioinformatics and Biomedical Engineering, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Multi-objective feature selection for EEG classification with multi-level parallelism on heterogeneous CPU-GPU clusters.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
2017
Evaluation of redundant data storage in clusters based on multi-multicast and local storage.
J. Supercomput., 2017
J. Supercomput., 2017
A supervised filter method for multi-objective feature selection in EEG classification based on multi-resolution analysis for BCI.
Neurocomputing, 2017
Parallel high-dimensional multi-objective feature selection for EEG classification with dynamic workload balancing on CPU-GPU architectures.
Clust. Comput., 2017
Deep Belief Networks and Multiobjective Feature Selection for BCI with Multiresolution Analysis.
Proceedings of the Advances in Computational Intelligence, 2017
A Parallel Island Approach to Multiobjective Feature Selection for Brain-Computer Interfaces.
Proceedings of the Advances in Computational Intelligence, 2017
Power-Performance Evaluation of Parallel Multi-objective EEG Feature Selection on CPU-GPU Platforms.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2017
Issues on GPU Parallel Implementation of Evolutionary High-Dimensional Multi-objective Feature Selection.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017
2016
Neural networks: An overview of early research, current frameworks and new challenges.
Neurocomputing, 2016
Analysis of OpenMP and MPI implementations of meta-heuristics for vehicle routing problems.
Appl. Soft Comput., 2016
Assessing Parallel Heterogeneous Computer Architectures for Multiobjective Feature Selection on EEG Classification.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016
Proceedings of the Algorithms and Architectures for Parallel Processing, 2016
Proceedings of the Algorithms and Architectures for Parallel Processing, 2016
Addressing High Dimensional Multi-objective Optimization Problems by Coevolutionary Islands with Overlapping Search Spaces.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016
Improving Memory Accesses for Heterogeneous Parallel Multi-objective Feature Selection on EEG Classification.
Proceedings of the Euro-Par 2016: Parallel Processing Workshops, 2016
2015
Neurocomputing, 2015
Parallel alternatives for evolutionary multi-objective optimization in unsupervised feature selection.
Expert Syst. Appl., 2015
Leveraging cooperation for parallel multi-objective feature selection in high-dimensional EEG data.
Concurr. Comput. Pract. Exp., 2015
Proceedings of the Bioinformatics and Biomedical Engineering, 2015
A Label-Aided Filter Method for Multi-objective Feature Selection in EEG Classification for BCI.
Proceedings of the Advances in Computational Intelligence, 2015
Parallel Cooperation for Large-Scale Multiobjective Optimization on Feature Selection Problems.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015
2014
Feature selection by multi-objective optimisation: Application to network anomaly detection by hierarchical self-organising maps.
Knowl. Based Syst., 2014
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014
Feature selection in high-dimensional EEG data by parallel multi-objective optimization.
Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014
2013
Leveraging bandwidth improvements to web servers through enhanced network interfaces.
J. Supercomput., 2013
J. Supercomput., 2013
System performance evaluation by combining RTC and VHDL simulation: A case study on NICs.
J. Syst. Archit., 2013
Affinity-Based Network Interfaces for Efficient Communication on Multicore Architectures.
J. Comput. Sci. Technol., 2013
A Simulated Annealing-based parallel multi-objective approach to vehicle routing problems with time windows.
Expert Syst. Appl., 2013
A hybrid meta-heuristic for multi-objective vehicle routing problems with time windows.
Comput. Ind. Eng., 2013
An Analysis of multiobjective Evolutionary Algorithms for Optimization Problems with Time Constraints.
Appl. Artif. Intell., 2013
Proceedings of the Advances in Computational Intelligence, 2013
Network Anomaly Classification by Support Vector Classifiers Ensemble and Non-linear Projection Techniques.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013
2012
Comparison of Frameworks for Parallel Multiobjective Evolutionary Optimization in Dynamic Problems.
Proceedings of the Parallel Architectures and Bioinspired Algorithms, 2012
2011
Accelerating network applications by distributed interfaces on heterogeneous multiprocessor architectures.
J. Supercomput., 2011
J. Supercomput., 2011
Method for prediction of protein-protein interactions in yeast using genomics/proteomics information and feature selection.
Neurocomputing, 2011
PITAGORAS-PSP: Including domain knowledge in a multi-objective approach for protein structure prediction.
Neurocomputing, 2011
Proceedings of the 19th International Euromicro Conference on Parallel, 2011
Network Intrusion Prevention by Using Hierarchical Self-Organizing Maps and Probability-Based Labeling.
Proceedings of the Advances in Computational Intelligence, 2011
Proceedings of the Advances in Computational Intelligence, 2011
Comparing Real-Time Calculus with the existing analytical approaches for the performance evaluation of network interfaces.
Proceedings of the CONIELECOMP 2011, 21st International Conference on Electrical, Communications, and Computers, 28 February, 2011
2010
Approaching Dynamic Multi-Objective Optimization Problems by Using Parallel Evolutionary Algorithms.
Proceedings of the Advances in Multi-Objective Nature Inspired Computing, 2010
Comput. Networks, 2010
Proceedings of the Advances in Bioinformatics, 2010
2009
A single front genetic algorithm for parallel multi-objective optimization in dynamic environments.
Neurocomputing, 2009
Assessing the Performance of an Offloaded IDS on Network Processors.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2009
Proceedings of the 17th Euromicro International Conference on Parallel, 2009
Proceedings of the 17th Euromicro International Conference on Parallel, 2009
Proceedings of the 17th Euromicro International Conference on Parallel, 2009
Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
Improving the Performance of Bandwidth-Demanding Applications by a Distributed Network Interface.
Proceedings of the Distributed Computing, 2009
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
Protein Structure Prediction by Evolutionary Multi-objective Optimization: Search Space Reduction by Using Rotamers.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
Proceedings of the 2009 ACM/IEEE Symposium on Architecture for Networking and Communications Systems, 2009
2008
Int. J. High Perform. Syst. Archit., 2008
Proceedings of the 16th Euromicro International Conference on Parallel, 2008
2007
A new hybrid methodology for cooperative-coevolutionary optimization of radial basis function networks.
Soft Comput., 2007
J. Math. Model. Algorithms, 2007
Proceedings of the 15th Euromicro International Conference on Parallel, 2007
The Parallel Single Front Genetic Algorithm (PSFGA) in Dynamic Multi-objective Optimization.
Proceedings of the Computational and Ambient Intelligence, 2007
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007
2006
Evolutionary algorithms for multiobjective and multimodal optimization of diagnostic schemes.
IEEE Trans. Biomed. Eng., 2006
Proceedings of the 2006 IEEE International Conference on Cluster Computing, 2006
2005
Proceedings of the Integrated Circuit and System Design, 2005
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
2004
PSFGA: Parallel processing and evolutionary computation for multiobjective optimisation.
Parallel Comput., 2004
Parallel integration of hydrodynamical approximations of the Boltzmann equation for rarefied gases on a cluster of computers.
J. Comput. Methods Sci. Eng., 2004
Proceedings of the Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th, 2004
Proceedings of the 12th Euromicro Workshop on Parallel, 2004
Proceedings of the Computer and Information Sciences, 2004
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2003
Multiobjective evolutionary optimization of the size, shape, and position parameters of radial basis function networks for function approximation.
IEEE Trans. Neural Networks, 2003
Neural Process. Lett., 2003
Proceedings of the 11th Euromicro Workshop on Parallel, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
XMLP: A Feed-Forward Neural Network with Two-Dimensional Layers and Partial Connectivity.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003
Proceedings of the Computational Science - ICCS 2003, 2003
Proceedings of the Field Programmable Logic and Application, 13th International Conference, 2003
Proceedings of the Applications of Evolutionary Computing, 2003
Non-invasive Atrial Disease Diagnosis Using Decision Rules: A Multi-objective Optimization Approach.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003
Proceedings of the Artificial Evolution, 2003
2002
IEEE Trans. Neural Networks, 2002
Component-Based Derivation of a Parallel Stiff ODE Solver Implemented in a Cluster of Computers.
Int. J. Parallel Program., 2002
Neurocomputing, 2002
Proceedings of the High Performance Computing for Computational Science, 2002
Proceedings of the 10th Euromicro Workshop on Parallel, 2002
Proceedings of the Artificial Neural Networks, 2002
Multi-objective Optimization Evolutionary Algorithms Applied to Paroxysmal Atrial Fibrillation Diagnosis Based on the k-Nearest Neighbours Classifier.
Proceedings of the Advances in Artificial Intelligence, 2002
Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002
Evaluating the impact of multiplicative input perturbations on radial basis function networks.
Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
2001
A Quantitative Study of Fault Tolerance, Noise Immunity, and Generalization Ability of MLPs.
Neural Comput., 2001
Concurr. Comput. Pract. Exp., 2001
Proceedings of the Bio-inspired Applications of Connectionism, 2001
Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules.
Proceedings of the Connectionist Models of Neurons, 2001
Proceedings of the Connectionist Models of Neurons, 2001
Proceedings of the Bio-inspired Applications of Connectionism, 2001
Proceedings of the Bio-inspired Applications of Connectionism, 2001
Proceedings of the 30th International Workshops on Parallel Processing (ICPP 2001 Workshops), 2001
Proceedings of the 2001 IEEE International Conference on Cluster Computing (CLUSTER 2001), 2001
2000
A systematic approach to a self-generating fuzzy rule-table for function approximation.
IEEE Trans. Syst. Man Cybern. Part B, 2000
IEEE Trans. Fuzzy Syst., 2000
Neural Process. Lett., 2000
Improving the tolerance of multilayer perceptrons by minimizing the statistical sensitivity to weight deviations.
Neurocomputing, 2000
A New Radial Basis Function Networks Structure: Application to Time Series Prediction.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the 2000 IEEE International Conference on Cluster Computing (CLUSTER 2000), November 28th, 2000
1999
Neural Process. Lett., 1999
Int. J. Neural Syst., 1999
Fuzzy Sets Syst., 1999
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 1999
Proceedings of the Foundations and Tools for Neural Modeling, 1999
Sequential Learning Algorithm for PG-RBF Network Using Regression Weights for Time Series Prediction.
Proceedings of the Foundations and Tools for Neural Modeling, 1999
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999
An Accurate Measure for Multilayer Perception Tolerance to Additive Weight Deviations.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999
Parallel combinatorial optimization with evolutionary cooperation between processors.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
1998
Annealing-based heuristics and genetic algorithms for circuit partitioning in parallel test generation.
Future Gener. Comput. Syst., 1998
Load Balancing in Parallel Circuit Testing with Annealing-Based and Genetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 1998
Proceedings of the Sixth Euromicro Workshop on Parallel and Distributed Processing, 1998
Parallel Test Pattern Generation Using Circuit Partitioning in a Shared-Memory Multiprocessor.
Proceedings of the Applied Parallel Computing, 1998
Proceedings of the Parallel and Distributed Processing, 10 IPPS/SPDP'98 Workshops Held in Conjunction with the 12th International Parallel Processing Symposium and 9th Symposium on Parallel and Distributed Processing, Orlando, Florida, USA, March 30, 1998
Proceedings of the 5th IEEE International Conference on Electronics, Circuits and Systems, 1998
1997
Inteligencia Artif., 1997
A parallel test-pattern generator based on spectral techniques.
Proceedings of the Fifth Euromicro Workshop on Parallel and Distributed Processing (PDP '97), 1997
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997
1995
Separation of sources: A geometry-based procedure for reconstruction of n-valued signals.
Signal Process., 1995
Test Pattern Generation for Analog Circuits Using Neural Networks and Evolutive Algorithms.
Proceedings of the From Natural to Artificial Neural Computation, 1995
1993
IEEE Trans. Computers, 1993
IEEE Trans. Computers, 1993
IEEE Trans. Computers, 1993
Proceedings of the New Trends in Neural Computation, 1993
A Learning Algorithm to Obtain Self-Organizing Maps Using Fixed Neighbourhood Kohonen Networks.
Proceedings of the New Trends in Neural Computation, 1993
1991
Proceedings of the Artificial Neural Networks, 1991
Proceedings of the Artificial Neural Networks, 1991
Proceedings of the Artificial Neural Networks, 1991
CMOS Implementation of a Cellular Neural Network with Dynamically Alterable Cloning Templates.
Proceedings of the Artificial Neural Networks, 1991