Julio Ortega

According to our database1, Julio Ortega
  • authored at least 164 papers between 1989 and 2018.
  • has a "Dijkstra number"2 of five.

Timeline

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Bibliography

2018
Classification of Breast Cancer Histopathological Images Using KAZE Features.
Proceedings of the Bioinformatics and Biomedical Engineering, 2018

Prediction of energy consumption in a NSGA-II-based evolutionary algorithm.
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.
The Journal of Supercomputing, 2017

High-throughput multi-multicast transfers in data center networks.
The Journal of Supercomputing, 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.
Cluster Computing, 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

A New Scalable Approach for Distributed Metadata in HPC.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2016

Secure Data Access in Hadoop Using Elliptic Curve Cryptography.
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
PCA filtering and probabilistic SOM for network intrusion detection.
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.
Concurrency and Computation: Practice and Experience, 2015

Evolutionary Multiobjective Feature Selection in Multiresolution Analysis for BCI.
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

Hybrid MPI/OpenMP Parallel Evolutionary Algorithms for Vehicle Routing Problems.
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.
The Journal of Supercomputing, 2013

Two-level Hash/Table approach for metadata management in distributed file systems.
The Journal of Supercomputing, 2013

System performance evaluation by combining RTC and VHDL simulation: A case study on NICs.
Journal of Systems Architecture - Embedded Systems Design, 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.
Computers & Industrial Engineering, 2013

An Analysis of multiobjective Evolutionary Algorithms for Optimization Problems with Time Constraints.
Applied Artificial Intelligence, 2013

Network Anomaly Detection with Bayesian Self-Organizing Maps.
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.
The Journal of Supercomputing, 2011

Improving IPS by network processors.
The Journal of Supercomputing, 2011

Comparison of parallel multi-objective approaches to protein structure prediction.
The Journal of Supercomputing, 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

Improving Dynamic Web Servers by Affinity-Based Network Interfaces.
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

Ant Colony Optimization for Water Distribution Network Design: A Comparative Study.
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

A Method to Improve the Accuracy of Protein Torsion Angles.
Proceedings of the BIOINFORMATICS 2011, 2011

2010
Approaching Dynamic Multi-Objective Optimization Problems by Using Parallel Evolutionary Algorithms.
Proceedings of the Advances in Multi-Objective Nature Inspired Computing, 2010

Network interfaces for programmable NICs and multicore platforms.
Computer Networks, 2010

A Hybrid Scheme to Solve the Protein Structure Prediction Problem.
Proceedings of the Advances in Bioinformatics, 2010

Applying Constraint Programming to Identification and Assignment of Service Professionals.
Proceedings of the Principles and Practice of Constraint Programming - CP 2010, 2010

2009
Protocol offload analysis by simulation.
Journal of Systems Architecture - Embedded Systems Design, 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

A New Offloaded/Onloaded Network Interface for High Performance Communication.
Proceedings of the 17th Euromicro International Conference on Parallel, 2009

A Multi-Threaded Network Interface Using Network Processors.
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

Performance Measures for Dynamic Multi-Objective Optimization.
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

Accelerating OpenFlow switching with network processors.
Proceedings of the 2009 ACM/IEEE Symposium on Architecture for Networking and Communications Systems, 2009

2008
High performance computing for dynamic multi-objective optimisation.
IJHPSA, 2008

Comparison of Onloading and Offloading Strategies to Improve Network Interfaces.
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

Modeling Network Behaviour By Full-System Simulation.
JSW, 2007

A Hybrid Meta-Heuristic for Multi-Objective Optimization: MOSATS.
J. Math. Model. Algorithms, 2007

Analyzing the benefits of protocol offload by full-system simulation.
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

Parallel Processing for Multi-objective Optimization in Dynamic Environments.
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. Engineering, 2006

Protocol Offload Evaluation Using Simics.
Proceedings of the 2006 IEEE International Conference on Cluster Computing, 2006

2005
Synthesis of Hybrid CBL/CMOS Cell Using Multiobjective Evolutionary Algorithms.
Proceedings of the Integrated Circuit and System Design, 2005

Application of ANOVA to a Cooperative-Coevolutionary Optimization of RBFNs.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

2004
PSFGA: Parallel processing and evolutionary computation for multiobjective optimisation.
Parallel Computing, 2004

A Parallel Multilevel Metaheuristic for Graph Partitioning.
J. Heuristics, 2004

Adapting Multi-Objective Meta-Heuristics for Graph Partitioning.
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

Parallel Heuristic Search in Multilevel Graph Partitioning.
Proceedings of the 12th Euromicro Workshop on Parallel, 2004

A New Pareto-Based Algorithm for Multi-objective Graph Partitioning.
Proceedings of the Computer and Information Sciences, 2004

On-line support vector machines and optimization strategies.
Proceedings of the ESANN 2004, 2004

A genetic exploration of dynamic load balancing algorithms.
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

Assessing the Noise Immunity and Generalization of Radial Basis Function Networks.
Neural Processing Letters, 2003

Integrating Multiple Implementations and Structure Exploitation in the Component-Based Design of Parallel ODE Solvers.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface,10th European PVM/MPI Users' Group Meeting, Venice, Italy, September 29, 2003

A Parallel Evolutionary Algorithm for Circuit Partitioning.
Proceedings of the 11th Euromicro Workshop on Parallel, 2003

Parallel Computation of an Adaptive Optimal RBF Network Predictor.
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

Co-evolutionary Algorithm for RBF by Self-Organizing Population of Neurons.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Genetic Algorithm Applied to Paroxysmal Atrial Fibrillation Prediction.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

New Method for Filtered ICA Signals Applied to Volatile Time Series.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Studying the Convergence of the CFA Algorithm.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Designing a Phenotypic Distance Index for Radial Basis Function Neural Networks.
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

Parallel Single Front Genetic Algorithm: Performance Analysis in a Cluster System.
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

The Lighweight Protocol CLIC on Gigabit Ethernet.
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

Paroxysmal Atrial Fibrillation Prediction Application Using Genetic Algorithms.
Proceedings of the Computational Science - ICCS 2003, 2003

FPGA Implemenation of Multi-layer Perceptrons for Speech Recognition.
Proceedings of the Field Programmable Logic and Application, 13th International Conference, 2003

Multilevel Heuristic Algorithm for Graph Partitioning.
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

Optimising Graph Partitions Using Parallel Evolution.
Proceedings of the Artificial Evolution, 2003

2002
A new clustering technique for function approximation.
IEEE Trans. Neural Networks, 2002

Component-Based Derivation of a Parallel Stiff ODE Solver Implemented in a Cluster of Computers.
International Journal of Parallel Programming, 2002

Time series analysis using normalized PG-RBF network with regression weights.
Neurocomputing, 2002

A Mixed Heuristic for Circuit Partitioning.
Comp. Opt. and Appl., 2002

Performance of Message-Passing MATLAB Toolboxes.
Proceedings of the High Performance Computing for Computational Science, 2002

PSFGA: A Parallel Genetic Algorithm for Multiobjective Optimization.
Proceedings of the 10th Euromicro Workshop on Parallel, 2002

Exploiting the Multilevel Parallelism and the Problem Structure in the Numerical Solution of Stiff ODEs.
Proceedings of the 10th Euromicro Workshop on Parallel, 2002

SSA, SVD, QR-cp, and RBF Model Reduction.
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

Orthogonal transformations for optimal time series prediction.
Proceedings of the ESANN 2002, 2002

Evaluating the impact of multiplicative input perturbations on radial basis function networks.
Proceedings of the ESANN 2002, 2002

2001
A Quantitative Study of Fault Tolerance, Noise Immunity, and Generalization Ability of MLPs.
Neural Computation, 2001

Arbitrating Among Competing Classifiers Using Learned Referees.
Knowl. Inf. Syst., 2001

Improved RAN sequential prediction using orthogonal techniques.
Neurocomputing, 2001

Parallel dynamic water supply scheduling in a cluster of computers.
Concurrency and Computation: Practice and Experience, 2001

Analyzing Boltzmann Machine Parameters for Fast Convergence.
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

RBF Neural Networks, Multiobjective Optimization and Time Series Forecasting.
Proceedings of the Connectionist Models of Neurons, 2001

Hybrid Framework for Neuro-Dynamic Programming Application to Water Supply Networks.
Proceedings of the Bio-inspired Applications of Connectionism, 2001

Assessing the Noise Immunity of Radial Basis Function Neural Networks.
Proceedings of the Bio-inspired Applications of Connectionism, 2001

An Efficient OS Support for Communication on Linux Clusters.
Proceedings of the 30th International Workshops on Parallel Processing (ICPP 2001 Workshops), 2001

The Lightweight Protocol CLIC: Performance of an MPI implementation on CLIC.
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. Systems, Man, and Cybernetics, Part B, 2000

Self-organized fuzzy system generation from training examples.
IEEE Trans. Fuzzy Systems, 2000

Obtaining Fault Tolerant Multilayer Perceptrons Using an Explicit Regularization.
Neural Processing Letters, 2000

Improving the tolerance of multilayer perceptrons by minimizing the statistical sensitivity to weight deviations.
Neurocomputing, 2000

Parallel VLSI test in a shared-memory multiprocessor.
Concurrency - Practice and Experience, 2000

A New Radial Basis Function Networks Structure: Application to Time Series Prediction.
IJCNN (4), 2000

ANNs and GAs for Predictive Controlling of Water Supply Networks.
IJCNN (4), 2000

CLIC: Fast Communication on Linux Clusters.
Proceedings of the 2000 IEEE International Conference on Cluster Computing (CLUSTER 2000), November 28th, 2000

1999
An Accurate Measure for Multilayer Perceptron Tolerance to Weight Deviations.
Neural Processing Letters, 1999

A New Measurement of Noise Immunity and Generalization Ability for MLPs.
Int. J. Neural Syst., 1999

Statistical analysis of the main parameters in the fuzzy inference process.
Fuzzy Sets and Systems, 1999

Using PVM for Distributed Logic Minimization in a Network of Computers.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 1999

On-Line Optimization of Radial Basis Function Networks with Orthogonal Techniques.
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

Adaptive Cooperation Between Processors in a Parallel Boltzmann Machine.
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

1998
Parallel Coarse Grain Computing of Boltzmann Machines.
Neural Processing Letters, 1998

Annealing-based heuristics and genetic algorithms for circuit partitioning in parallel test generation.
Future Generation Comp. Syst., 1998

Load Balancing in Parallel Circuit Testing with Annealing-Based and Genetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 1998

Parallel test generation using circuit partitioning and spectral techniques.
PDP, 1998

Parallel Test Pattern Generation Using Circuit Partitioning in a Shared-Memory Multiprocessor.
Proceedings of the Applied Parallel Computing, 1998

Meta-heuristics for Circuit Partitioning in Parallel Test Generation.
IPPS/SPDP Workshops, 1998

1997
Implementaciones hardware de redes neuronales artificiales.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 1997

A parallel test-pattern generator based on spectral techniques.
Proceedings of the Fifth Euromicro Workshop on Parallel and Distributed Processing (PDP '97), 1997

Modified Boltzmann Machine for an Efficient Distributed Implementation.
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997

A Modified Backpropagation Algorithm to Tolerate Weight Errors.
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 Processing, 1995

On the Informativeness of the DNA Promoter Sequences Domain Theory (Research Note).
J. Artif. Intell. Res., 1995

On the Informativeness of the DNA Promoter Sequences Domain Theory
CoRR, 1995

Test Pattern Generation for Analog Circuits Using Neural Networks and Evolutive Algorithms.
Proceedings of the From Natural to Artificial Neural Computation, 1995

Asynchronously Parallel Boltzmann Machines Mapped onto Distributed-Memory Multiprocessors.
Proceedings of the From Natural to Artificial Neural Computation, 1995

Flexibly Exploiting Prior Knowledge in Empirical Learning.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

1994
Making the Most of What You've Got: Using Models and Data to Improve Learning Rate and Prediction Accuracy.
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994

1993
Solution of Switching Equations Based on a Tabular Algebra.
IEEE Trans. Computers, 1993

Test-Pattern Generation Based on Reed-Muller Coefficients.
IEEE Trans. Computers, 1993

Generalized Hopfield Neural Network for Concurrent Testing.
IEEE Trans. Computers, 1993

MapA: An Array Processor Architecture for Neural Networks.
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
CMOS Implementation of Synapse Matrices with Programmable Analog Weights.
Proceedings of the Artificial Neural Networks, 1991

Optimization Problems on Concurrent Testing Solved by Neural Networks.
Proceedings of the Artificial Neural Networks, 1991

An Approach to Isolated Word Recognition Using Multilayer Perceptrons.
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

1989
Representation and processing issues underlying machine learning from examples.
IEA/AIE (2), 1989


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