Francisco Fernández de Vega

Orcid: 0000-0002-1086-1483

Affiliations:
  • University of Extremadura, Department of Computer Science, Mérida, Spain


According to our database1, Francisco Fernández de Vega authored at least 164 papers between 1999 and 2024.

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Bibliography

2024
An RoE-based Real-Time Radio Spectral Probe.
Proceedings of the IEEE Radio and Wireless Symposium, 2024

On the Impact of Directed Mutation Applied to Evolutionary 4-Part Harmony Models.
Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2024

2023
Patterns Detection in Glucose Time Series by Domain Transformations and Deep Learning.
CoRR, 2023

Implementation of Parallel Evolutionary Convolutional Neural Network for Classification in Human Activity and Image Recognition.
Proceedings of the Advances in Computational Intelligence, 2023

Evolutionary Algorithms: A new hope for the future of music teaching.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022
Approaching epistemic and aleatoric uncertainty with evolutionary optimization: examples and challenges.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Evolutionary approach to model calibration with uncertainty: an application to breast cancer growth model.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Optical Music recognition and Deep Learning: An application to 4-part harmony.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021
Looking for Emotions in Evolutionary Art.
Proceedings of the Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications, 2021

Interest points reduction using evolutionary algorithms and CBIR for face recognition.
Vis. Comput., 2021

Evolving a multi-classifier system with cartesian genetic programming for multi-pitch estimation of polyphonic piano music.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Blood Glucose Prediction Using a Two Phase TSK Fuzzy Rule Based System.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
Time and Individual Duration in Genetic Programming.
IEEE Access, 2020

Multi Pitch Estimation of Piano Music using Cartesian Genetic Programming with Spectral Harmonic Mask.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Mayors vs. STEM: The sad story of a big success in increasing STEM vocations.
Proceedings of the IEEE Frontiers in Education Conference, 2020

2019
Local search in speciation-based bloat control for genetic programming.
Genet. Program. Evolvable Mach., 2019

It Is Time for New Perspectives on How to Fight Bloat in GP.
Proceedings of the Genetic Programming Theory and Practice XVII [GPTP 2019, 2019

To Be, or Not To Be: That is the Recursive Question.
Proceedings of the IEEE Global Engineering Education Conference, 2019

METSK-HD-Angeleno: How to predict fruit quality using Multiobjective Evolutionary learning of TSK systems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Looking for Energy Efficient Genetic Algorithms.
Proceedings of the Artificial Evolution, 2019

2018
Editorial.
Memetic Comput., 2018

Deploying massive runs of evolutionary algorithms with ECJ and Hadoop: Reducing interest points required for face recognition.
Int. J. High Perform. Comput. Appl., 2018

Special issue on "Evolutionary Algorithms on Parallel Architectures and Distributed Infrastructures".
Int. J. High Perform. Comput. Appl., 2018

From ephemeral computing to deep bioinspired algorithms: New trends and applications.
Future Gener. Comput. Syst., 2018

Bioinspired Algorithms in Complex Ephemeral Environments.
Future Gener. Comput. Syst., 2018

A fuzzy rule-based system to predict energy consumption of genetic programming algorithms.
Comput. Sci. Inf. Syst., 2018

Energy-consumption prediction of genetic programming algorithms using a fuzzy rule-based system.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

On the impact of STEM sustained actions on the future of young students.
Proceedings of the IEEE Frontiers in Education Conference, 2018

CGP4Matlab - A Cartesian Genetic Programming MATLAB Toolbox for Audio and Image Processing.
Proceedings of the Applications of Evolutionary Computation, 2018

2017
Analyzing quality clarinet sound using deep learning. A preliminary study.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Gamification techniques in collaborative interactive evolutionary computation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Involving local administrations in STEM promotion: How to extend STEM initiatives to a whole region.
Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

Estimating Energy Consumption in Evolutionary Algorithms by Means of FRBS - Towards Energy-Aware Bioinspired Algorithms.
Proceedings of the Progress in Artificial Intelligence, 2017

Revisiting the 4-part harmonization problem with GAs: A critical review and proposals for improving.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Application Areas of Ephemeral Computing: A Survey.
Trans. Comput. Collect. Intell., 2016

Cartesian genetic programming applied to pitch estimation of piano notes.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A Cross-Platform Assessment of Energy Consumption in Evolutionary Algorithms - Towards Energy-Aware Bioinspired Algorithms.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

ECJ+HADOOP: An Easy Way to Deploy Massive Runs of Evolutionary Algorithms.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

Analysing creative models based on unplugged evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
eCrash: a Genetic Programming-Based Testing Tool for Object-Oriented Software.
Proceedings of the Handbook of Genetic Programming Applications, 2015

The EvoSpace Model for Pool-Based Evolutionary Algorithms.
J. Grid Comput., 2015

Parallel Bioinspired Algorithms on the Grid and Cloud - Guest editor message to the Special Issue.
J. Grid Comput., 2015

Special issue on creative intelligence.
Evol. Intell., 2015

Self-adjusting focus of attention in combination with a genetic fuzzy system for improving a laser environment control device system.
Appl. Soft Comput., 2015

Profiting from Several Recommendation Algorithms Using a Scalable Approach.
Proceedings of the NEO 2015, 2015

Ephemeral Computing and Bioinspired Optimization.
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

Evolutionary Algorithms: Perspectives on the Evolution of Parallel Models.
Proceedings of the Intelligent Distributed Computing IX - Proceedings of the 9th International Symposium on Intelligent Distributed Computing, 2015

A Multi-objective Evolutionary Algorithm for Interaction Systems Based on Laser Pointers.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

2014
Object-Oriented Evolutionary Testing: A Review of Evolutionary Approaches to the Generation of Test Data for Object-Oriented Software.
Int. J. Nat. Comput. Res., 2014

Unplugging Evolutionary Algorithms: an experiment on human-algorithmic creativity.
Genet. Program. Evolvable Mach., 2014

Designing robust volunteer-based evolutionary algorithms.
Genet. Program. Evolvable Mach., 2014

Randomized Parameter Settings for Heterogeneous Workers in a Pool-Based Evolutionary Algorithm.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Unreliable Heterogeneous Workers in a Pool-Based Evolutionary Algorithm.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

When artists met EvoSpace-i.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Customizable execution environments for evolutionary computation using BOINC + virtualization.
Nat. Comput., 2013

Preface.
Nat. Comput., 2013

A review of bioinspired computer-aided design tools for hardware design.
Concurr. Comput. Pract. Exp., 2013

Special issue on parallel architectures and bioinspired algorithm: guest editors message.
Concurr. Comput. Pract. Exp., 2013

eCrash: An Empirical Study on the Apache Ant Project.
Proceedings of the Search Based Software Engineering - 5th International Symposium, 2013

EvoSpace-i: a framework for interactive evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Self-adjusting focus of attention by means of GP for improving a laser point detection system.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

EvoSpace-Interactive: A Framework to Develop Distributed Collaborative-Interactive Evolutionary Algorithms for Artistic Design.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2013

EvoSpace: A Distributed Evolutionary Platform Based on the Tuple Space Model.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

Unplugging evolutionary algorithms: On the sources of novelty and creativity.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Is there a free lunch for cloud-based evolutionary algorithms?
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Fireworks: Evolutionary art project based on EvoSpace-interactive.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Introduction.
Proceedings of the Parallel Architectures and Bioinspired Algorithms, 2012

Characterizing Fault-Tolerance in Evolutionary Algorithms.
Proceedings of the Parallel Architectures and Bioinspired Algorithms, 2012

Using Student Conferences to Increase Participation in the Classroom: A Case Study.
IEEE Trans. Educ., 2012

Automatic Transcription of Polyphonic Piano Music Using Genetic Algorithms, Adaptive Spectral Envelope Modeling, and Dynamic Noise Level Estimation.
IEEE Trans. Speech Audio Process., 2012

Special issue on evolutionary music.
Soft Comput., 2012

Automatic evolution of programs for procedural generation of terrains for video games - Accessibility and edge length constraints.
Soft Comput., 2012

Automatic Laser Pointer Detection Algorithm for Environment Control Device Systems Based on Template Matching and Genetic Tuning of Fuzzy Rule-Based Systems.
Int. J. Comput. Intell. Syst., 2012

Hybrid laser pointer detection algorithm based on template matching and fuzzy rule-based systems for domotic control in real home environments.
Appl. Intell., 2012

Optimization of technical indicators in real time with multiobjective evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Evolutionary algorithms and automatic transcription of music.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Generating colored 2-dimensional representations of sleep EEG with the KANTS clustering algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Particle swarm with self-organized criticality.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Fuzzy Rule Based System Ensemble for Music Genre Classification.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2012

Aesthetic Terrain Programs database for creativity assessment.
Proceedings of the 2012 IEEE Conference on Computational Intelligence and Games, 2012

2011
Speciation in Behavioral Space for Evolutionary Robotics.
J. Intell. Robotic Syst., 2011

Proposal for improvement in the transfer and execution of multiple instances of a virtual image
CoRR, 2011

1st International Workshop on Distributed Evolutionary Computation in Informal Environments
CoRR, 2011

A Preliminary Analysis and Simulation of Load Balancing Techniques Applied to Parallel Genetic Programming.
Proceedings of the Advances in Computational Intelligence, 2011

Evolutionary learning of a laser pointer detection fuzzy system for an environment control system.
Proceedings of the FUZZ-IEEE 2011, 2011

A Peer-to-Peer Approach to Genetic Programming.
Proceedings of the Genetic Programming - 14th European Conference, 2011

Musical genre classification by means of Fuzzy Rule-Based Systems: A preliminary approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Introduction.
Proceedings of the Parallel and Distributed Computational Intelligence, 2010

Laser Dynamics Modelling and Simulation: An Application of Dynamic Load Balancing of Parallel Cellular Automata.
Proceedings of the Parallel and Distributed Computational Intelligence, 2010

Evolutionary Algorithms on Volunteer Computing Platforms: The MilkyWay@Home Project.
Proceedings of the Parallel and Distributed Computational Intelligence, 2010

Parallel Architectures and Bioinspired Algorithms.
Parallel Comput., 2010

Characterizing fault tolerance in genetic programming.
Future Gener. Comput. Syst., 2010

Bloat Control Operators and Diversity in Genetic Programming: A Comparative Study.
Evol. Comput., 2010

Adaptive Evolutionary Testing: An Adaptive Approach to Search-Based Test Case Generation for Object-Oriented Software.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization, 2010

Parisian Approach - Reducing Computational Effort to Improve SMT Performance by setting Resizable Caches.
Proceedings of the ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation, [part of the International Joint Conference on Computational Intelligence IJCCI 2010], Valencia, Spain, October 24, 2010

Genetic tuning of a laser pointer environment control device system for handicapped people with fuzzy systems.
Proceedings of the FUZZ-IEEE 2010, 2010

Characterizing Fault-Tolerance of Genetic Algorithms in Desktop Grid Systems.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2010

Evolution of Artificial Terrains for Video Games Based on Accessibility.
Proceedings of the Applications of Evolutionary Computation, 2010

Enabling Object Reuse on Genetic Programming-Based Approaches to Object-Oriented Evolutionary Testing.
Proceedings of the Genetic Programming, 13th European Conference, 2010

Evolution of artificial terrains for video games based on obstacles edge length.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Test Case Evaluation and Input Domain Reduction strategies for the Evolutionary Testing of Object-Oriented software.
Inf. Softw. Technol., 2009

Breeding Terrains with Genetic Terrain Programming: The Evolution of Terrain Generators.
Int. J. Comput. Games Technol., 2009

An artificial life approach to dense stereo disparity.
Artif. Life Robotics, 2009

Increasing GP Computing Power for Free via Desktop GRID Computing and Virtualization.
Proceedings of the 17th Euromicro International Conference on Parallel, 2009

An adaptive strategy for improving the performance of genetic programming-based approaches to evolutionary testing.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Cooperative and decomposable approaches on royal road functions: overcoming the random mutation hill-climber.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Improving SMT performance: an application of genetic algorithms to configure resizable caches.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

2008
Special issue on distributed bioinspired algorithms.
Soft Comput., 2008

Using cellular automata for parallel simulation of laser dynamics with dynamic load balancing.
Int. J. High Perform. Syst. Archit., 2008

MultiKulti Algorithm: Migrating the Most Different Genotypes in an Island Model
CoRR, 2008

Increasing GP Computing Power via Volunteer Computing
CoRR, 2008

A Strategy for Evaluating Feasible and Unfeasible Test Cases for the Evolutionary Testing of Object-Oriented Software.
Proceedings of the 3rd International Workshop on Automation of Software Test, 2008

An independent and non-intrusive laser pointer environment control device system.
Proceedings of the 5th international conference on Pervasive services, 2008

Prune and Plant: A New Bloat Control Method for Genetic Programming.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Multiobjective design of operators that detect points of interest in images.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Behavior-based speciation for evolutionary robotics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Strongly-typed genetic programming and purity analysis: input domain reduction for evolutionary testing problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Selecting Local Region Descriptors with a Genetic Algorithm for Real-World Place Recognition.
Proceedings of the Applications of Evolutionary Computing, 2008

Discovering Several Robot Behaviors through Speciation.
Proceedings of the Applications of Evolutionary Computing, 2008

Hybrid Genetic Algorithm Based on Gene Fragment Competition for Polyphonic Music Transcription.
Proceedings of the Applications of Evolutionary Computing, 2008

Modelling Video Games' Landscapes by Means of Genetic Terrain Programming - A New Approach for Improving Users' Experience.
Proceedings of the Applications of Evolutionary Computing, 2008

2007
An Evolutionary Approach for Performing Structural Unit-Testing on Third-Party Object-Oriented Java Software.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization (NICSO 2007), 2007

Self-adaptive Gossip Policies for Distributed Population-based Algorithms
CoRR, 2007

Cellular Automata and Cluster Computing: an Application to the Simulation of Laser Dynamics.
Adv. Complex Syst., 2007

On the Intrinsic Fault-Tolerance Nature of Parallel Genetic Programming.
Proceedings of the 15th Euromicro International Conference on Parallel, 2007

A novel approach to automatic music transcription using electronic synthesis and genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Electronic synthesis using genetic algorithms for automatic music transcription.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Is the island model fault tolerant?
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Dynamic populations and length evolution: key factors for analyzing fault tolerance on parallel genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Hardware Modelling of Cellular Automata: The Game of Life Case.
Proceedings of the Computer Aided Systems Theory, 2007

Analyzing fault tolerance on parallel genetic programming by means of dynamic-size populations.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Evolutionary Feature Selection for Probabilistic Object Recognition, Novel Object Detection and Object Saliency Estimation using GMMs.
Proceedings of the British Machine Vision Conference 2007, 2007

2006
Special issue on parallel bioinspired algorithms.
J. Parallel Distributed Comput., 2006

The Infection Algorithm: An Artificial Epidemic Approach for Dense Stereo Correspondence.
Artif. Life, 2006

Performance Analysis of a Parallel Discrete Model for the Simulation of Laser Dynamics.
Proceedings of the 2006 International Conference on Parallel Processing Workshops (ICPP Workshops 2006), 2006

Parallel Implementation of a Cellular Automaton Model for the Simulation of Laser Dynamics.
Proceedings of the Computational Science, 2006

A Fault Tolerant Optimization Algorithm based on Evolutionary Computation.
Proceedings of the 2006 International Conference on Dependability of Computer Systems (DepCoS-RELCOMEX 2006), 2006

2005
Message from the Chairs.
Proceedings of the 34th International Conference on Parallel Processing Workshops (ICPP 2005 Workshops), 2005

An Evolutionary Infection Algorithm for Dense Stereo Correspondence.
Proceedings of the Applications of Evolutionary Computing, 2005

Balancing the computation effort in genetic algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
A methodology for reconfigurable hardware design based upon evolutionary computation.
Microprocess. Microsystems, 2004

Control of Bloat in Genetic Programming by Means of the Island Model.
Proceedings of the Parallel Problem Solving from Nature, 2004

Saving Resources with Plagues in Genetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2004

The Infection Algorithm: An Artificial Epidemic Approach for Dense Stereo Matching.
Proceedings of the Parallel Problem Solving from Nature, 2004

Improving Parallel GA Performances by Means of Plagues.
Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004

A new technique for dynamic size populations in genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
An Empirical Study of Multipopulation Genetic Programming.
Genet. Program. Evolvable Mach., 2003

Diversity in Multipopulation Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation, 2003

Multi-FPGA Systems Synthesis by Means of Evolutionary Computation.
Proceedings of the Genetic and Evolutionary Computation, 2003

The Effect of Plagues in Genetic Programming: A Study of Variable-Size Populations.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

Saving computational effort in genetic programming by means of plagues.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003

A Study of Diversity in Multipopulation Genetic Programming.
Proceedings of the Artificial Evolution, 2003

2002
Experimental Investigation of Three Distributed Genetic Programming Models.
Proceedings of the Parallel Problem Solving from Nature, 2002

Comparing Synchronous and Asynchronous Parallel and Distributed Genetic Programming Models.
Proceedings of the Genetic Programming, 5th European Conference, 2002

Studying the influence of synchronous and asynchronous parallel GP on programs length evolution.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001
Placing and Routing Circuits on FPGAs by Means of Parallel and Distributed Genetic Programming.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2001

Studying the Influence of Communication Topology and Migration on Distributed Genetic Programming.
Proceedings of the Genetic Programming, 4th European Conference, 2001

Studying the optimal parameter range of values in PADGP by means of real-life problems.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001

2000
A Distributed Computing Environment for Genetic Programming Using MPI.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2000

Experimental Study of Isolated Multipulation Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Experimental Study of Multipopulation Parallel Genetic Programming.
Proceedings of the Genetic Programming, European Conference, 2000

An MPI-Based Tool for Distributed Genetic Programming.
Proceedings of the 2000 IEEE International Conference on Cluster Computing (CLUSTER 2000), November 28th, 2000

Multipopulation genetic programming applied to burn diagnosing.
Proceedings of the 2000 Congress on Evolutionary Computation, 2000

1999
A Parallel Genetic Programming Tool Based on PVM.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 1999


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