Pedro A. Castillo

Orcid: 0000-0002-5258-0620

Affiliations:
  • University of Granada, Department of Computer Architecture and Technlogy, Spain


According to our database1, Pedro A. Castillo authored at least 201 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Chatbots and messaging platforms in the classroom: An analysis from the teacher's perspective.
Educ. Inf. Technol., February, 2024

Choosing a Suitable Requirement Prioritization Method: A Survey.
J. Comput. Sci. Technol., 2024

A Systematic Literature Review on Task Allocation and Performance Management Techniques in Cloud Data Center.
Comput. Syst. Sci. Eng., 2024

Evolving Genetic Programming Tree Models for Predicting the Mechanical Properties of Green Fibers for Better Biocomposite Materials.
CoRR, 2024

Effects of term weighting approach with and without stop words removing on Arabic text classification.
CoRR, 2024

Specialty detection in the context of telemedicine in a highly imbalanced multi-class distribution.
CoRR, 2024

An Effective Networks Intrusion Detection Approach Based on Hybrid Harris Hawks and Multi-Layer Perceptron.
CoRR, 2024

2023
A new approach for solving global optimization and engineering problems based on modified sea horse optimizer.
J. Comput. Des. Eng., December, 2023

A bio-medical snake optimizer system driven by logarithmic surviving global search for optimizing feature selection and its application for disorder recognition.
J. Comput. Des. Eng., November, 2023

Challenges and Limitation Analysis of an IoT-Dependent System for Deployment in Smart Healthcare Using Communication Standards Features.
Sensors, 2023

Energy Consumption of Evolutionary Algorithms in JavaScript.
Proceedings of the Artificial Life and Evolutionary Computation, 2023

Optimizing an IDS (Intrusion Detection System) by Means of Advanced Metaheuristics.
Proceedings of the Advances in Computational Intelligence, 2023

Green Evolutionary Algorithms and JavaScript: A Study on Different Software and Hardware Architectures.
Proceedings of the Software Technologies - 18th International Conference, 2023

An Analysis of Energy Consumption of JavaScript Interpreters with Evolutionary Algorithm Workloads.
Proceedings of the 18th International Conference on Software Technologies, 2023

2022
Classification of Arabic healthcare questions based on word embeddings learned from massive consultations: a deep learning approach.
J. Ambient Intell. Humaniz. Comput., 2022

Offensive Language Detection in Arabic Social Networks Using Evolutionary-Based Classifiers Learned From Fine-Tuned Embeddings.
IEEE Access, 2022

New Evolutionary Selection Operators for Snake Optimizer.
Proceedings of the 14th International Joint Conference on Computational Intelligence, 2022

Exploring the Role of Chatbots and Messaging Applications in Higher Education: A Teacher's Perspective.
Proceedings of the Learning and Collaboration Technologies. Novel Technological Environments, 2022

An Enhanced Opposition-Based Evolutionary Feature Selection Approach.
Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022

EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python.
Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022

2021
EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework.
SN Comput. Sci., 2021

The growth of COVID-19 scientific literature: A forecast analysis of different daily time series in specific settings.
CoRR, 2021

Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems.
IEEE Access, 2021

Comparing the Performance of Deep Learning Methods to Predict Companies' Financial Failure.
IEEE Access, 2021

A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization.
IEEE Access, 2021

EvoMLP: A Framework for Evolving Multilayer Perceptrons.
Proceedings of the Advances in Computational Intelligence, 2021

Harris Hawks Optimization: A Formal Analysis of Its Variants and Applications.
Proceedings of the 13th International Joint Conference on Computational Intelligence, 2021

Studying How to Apply Chatbots Technology in Higher-Education: First Results and Future Strategies.
Proceedings of the Learning and Collaboration Technologies: Games and Virtual Environments for Learning, 2021

Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection.
Proceedings of the Applications of Evolutionary Computation, 2021

2020
Cost-sensitive ensemble methods for bankruptcy prediction in a highly imbalanced data distribution: a real case from the Spanish market.
Prog. Artif. Intell., 2020

Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish market.
Prog. Artif. Intell., 2020

Sentiment Analysis for e-Payment Service Providers Using Evolutionary eXtreme Gradient Boosting.
IEEE Access, 2020

Detection and Analysis of Anomalies in People Density and Mobility Through Wireless Smartphone Tracking.
IEEE Access, 2020

Identifying Botnets by Analysing Twitter Traffic during the Super Bowl.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

New Fitness Functions in Binary Harris Hawks Optimization for Gene Selection in Microarray Datasets.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

Feature Selection using Binary Moth Flame Optimization with Time Varying Flames Strategies.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context.
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

Using Evolutionary Algorithms for Server Hardening via the Moving Target Defense Technique.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

2019
Distributed multi-objective evolutionary optimization using island-based selective operator application.
Appl. Soft Comput., 2019

Scaling in Concurrent Evolutionary Algorithms.
Proceedings of the Applied Computer Sciences in Engineering, 2019

A bibliometric study of the research area of videogames using Dimensions.ai database.
Proceedings of the 7th International Conference on Information Technology and Quantitative Management, 2019

Optimization of Massive Connections in 5G Networks for IoT.
Proceedings of the Sixth International Conference on Internet of Things: Systems, 2019

Applying Ant Colony optimization for Service Function Chaining in a 5G Network.
Proceedings of the Sixth International Conference on Internet of Things: Systems, 2019

Improving the algorithmic efficiency and performance of channel-based evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Exploring Concurrent and Stateless Evolutionary Algorithms.
Proceedings of the Applications of Evolutionary Computation, 2019

A New Approach for Search Engine Optimization based Case Based Reasoning to detect user's intent.
Proceedings of the BDIoT'19: The 4th International Conference On Big Data and Internet of Things, 2019

2018
Hierarchical classification of web search results to detect users.
Int. J. Artif. Intell. Soft Comput., 2018

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

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

The Influence of Input Data Standardization Methods on the Prediction Accuracy of Genetic Programming Generated Classifiers.
Proceedings of the 10th International Joint Conference on Computational Intelligence, 2018

Revisiting Population Structure and Particle Swarm Performance.
Proceedings of the 10th International Joint Conference on Computational Intelligence, 2018

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

Forecasting Business Failure in Highly Imbalanced Distribution based on Delay Line Reservoir.
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017
Applying computational intelligence methods for predicting the sales of newly published books in a real editorial business management environment.
Knowl. Based Syst., 2017

Alife in the Clouds: A Short Review of Applications of Artificial Life to Cloud Computing and Back.
Frontiers Robotics AI, 2017

Studying real traffic and mobility scenarios for a Smart City using a new monitoring and tracking system.
Future Gener. Comput. Syst., 2017

Analysing the influence of the fitness function on genetically programmed bots for a real-time strategy game.
Entertain. Comput., 2017

Impact of Protests in the Number of Smart Devices in Streets: A New Approach to Analyze Protesters Behavior.
Proceedings of the Smart Cities - Second International Conference, Smart-CT 2017, Málaga, 2017

Finding Self-organized Criticality in Collaborative Work via Repository Mining.
Proceedings of the Advances in Computational Intelligence, 2017

Ranking Programming Languages for Evolutionary Algorithm Operations.
Proceedings of the Applications of Evolutionary Computation - 20th European 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

Self-organized criticality in code repositories.
Proceedings of the Fourteenth European Conference Artificial Life, 2017

2016
Comparing Heterogeneous and Homogeneous Flocking Strategies for the Ghost Team in the Game of Ms. Pac-Man.
IEEE Trans. Comput. Intell. AI Games, 2016

The Uncertainty Quandary: A Study in the Context of the Evolutionary Optimization in Games and Other Uncertain Environments.
Trans. Comput. Collect. Intell., 2016

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

A Novel Wireless Mobility Monitoring and Tracking System: Applications for Smart Traffic.
Int. J. Concept. Struct. Smart Appl., 2016

NodIO, a JavaScript framework for volunteer-based evolutionary algorithms : first results.
CoRR, 2016

Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters.
Appl. Soft Comput., 2016

Comparing Wireless Traffic Tracking with Regular Traffic Control Systems for the Detection of Congestions in Streets.
Proceedings of the Smart Cities - First International Conference, Smart-CT 2016, Málaga, 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

Ranking the Performance of Compiled and Interpreted Languages in Genetic Algorithms.
Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016

EvoloPy: An Open-source Nature-inspired Optimization Framework in Python.
Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016

NodIO: A Framework and Architecture for Pool-based Evolutionary Computation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Performance for the Masses: Experiments with A Web Based Architecture to Harness Volunteer Resources for Low Cost Distributed Evolutionary Computation.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Benchmarking Languages for Evolutionary Algorithms.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 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

There Can Be only One: Evolving RTS Bots via Joust Selection.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

Simulation Approach for Optimal Maintenance Intervals Estimation of Electronic Devices.
Proceedings of the Automation Control Theory Perspectives in Intelligent Systems, 2016

Sólo Puede Quedar Uno: Evolución de Bots para RTS Basada en Supervivencia.
Proceedings of the 3rd Congreso de la Sociedad Española para las Ciencias del Videojuego, 2016

A comparison of implementations of basic evolutionary algorithm operations in different languages.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Modelling a Human-Like Bot in a First Person Shooter Game.
Int. J. Creative Interfaces Comput. Graph., 2015

Corporate security solutions for BYOD: A novel user-centric and self-adaptive system.
Comput. Commun., 2015

Comparing Optimization Methods, in Continuous Space, for Modelling with a Diffusion Process.
Proceedings of the Advances in Computational Intelligence, 2015

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

Cybersecurity and Honeypots: Experience in a Scientific Network Infrastructure.
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

How the World Was MADE: Parametrization of Evolved Agent-Based Models for Backstory Generation.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

It's Time to Stop: A Comparison of Termination Conditions in the Evolution of Game Bots.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

An Overview on the Termination Conditions in the Evolution of Game Bots.
Proceedings of the Proceedings 2st Congreso de la Sociedad Española para las Ciencias del Videojuego, 2015

2014
Creating autonomous agents for playing Super Mario Bros game by means of evolutionary finite state machines.
Evol. Intell., 2014

Studying and Tackling Noisy Fitness in Evolutionary Design of Game Characters.
Proceedings of the ECTA 2014, 2014

A Methodology to Develop Service Oriented Evolutionary Algorithms.
Proceedings of the Intelligent Distributed Computing VIII, 2014

NodEO, a multi-paradigm distributed evolutionary algorithm platform in JavaScript.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Assessing different architectures for evolutionary algorithms in javascript.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Evolving Evil: Optimizing Flocking Strategies Through Genetic Algorithms for the Ghost Team in the Game of Ms. Pac-Man.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Tree Depth Influence in Genetic Programming for Generation of Competitive Agents for RTS Games.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Co-Evolutionary Optimization of Autonomous Agents in a Real-Time Strategy Game.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Designing competitive bots for a real time strategy game using genetic programming.
Proceedings of the Proceedings 1st Congreso de la Sociedad Española para las Ciencias del Videojuego, 2014

2013
Pareto-based multi-colony multi-objective ant colony optimization algorithms: an island model proposal.
Soft Comput., 2013

Service oriented evolutionary algorithms.
Soft Comput., 2013

Cloud-based evolutionary algorithms: An algorithmic study.
Nat. Comput., 2013

Using statistical tools to determine the significance and relative importance of the main parameters of an evolutionary algorithm.
Intell. Data Anal., 2013

hCHAC: A family of MOACO algorithms for the resolution of the bi-criteria military unit pathfinding problem.
Comput. Oper. Res., 2013

Designing and Evolving an Unreal TournamentTM 2004 Expert Bot.
Proceedings of the Advances in Computational Intelligence, 2013

Migration study on a pareto-based island model for MOACOs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Improving evolutionary solutions to the game of mastermind using an entropy-based scoring method.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Developing services in a service oriented architecture for evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

A search for scalable evolutionary solutions to the game of MasterMind.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

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

Determining the significance and relative importance of parameters of a simulated quenching algorithm using statistical tools.
Appl. Intell., 2012

2011
Preface to the special issue on: Emerging Applications of Embedded Systems Research.
J. Syst. Archit., 2011

Cloud-based Evolutionary Algorithms: An algorithmic study
CoRR, 2011

SOAP vs REST: Comparing a master-slave GA implementation
CoRR, 2011

Distributed Evolutionary Computation using REST
CoRR, 2011

Cloud-based Evolutionary Parallel Computation Using Low Cost Storage Services.
Proceedings of the IEEE First Symposium on Network/Cloud Computing and Applications, 2011

Analysing the Performance of Different Population Structures for an Agent-Based Evolutionary Algorithm.
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

Online vs. Offline ANOVA Use on Evolutionary Algorithms.
Proceedings of the Advances in Computational Intelligence, 2011

A Study of Parallel Approaches in MOACOs for Solving the Bicriteria TSP.
Proceedings of the Advances in Computational Intelligence, 2011

Implementation Matters: Programming Best Practices for Evolutionary Algorithms.
Proceedings of the Advances in Computational Intelligence, 2011

GPU Computation in Bioinspired Algorithms: A Review.
Proceedings of the Advances in Computational Intelligence, 2011

Using free cloud storage services for distributed evolutionary algorithms.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Assessing speed-ups in commodity cloud storage services for distributed evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Evolvable Agents: A Framework for Peer-to-Peer Evolutionary Algorithms.
Proceedings of the Parallel and Distributed Computational Intelligence, 2010

Algorithm: : Evolutionary, a flexible Perl module for evolutionary computation.
Soft Comput., 2010

Evolution of XPath Lists for Document Data Selection.
Proceedings of the Parallel Problem Solving from Nature, 2010

Statistical Analysis of Parameter Setting in Real-Coded Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2010

Studying the Influence of the Objective Balancing Parameter in the Performance of a Multi-Objective Ant Colony Optimization Algorithm.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization, 2010

A Distributed Service Oriented Framework for Metaheuristics Using a Public Standard.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization, 2010

Sleeping with ants, SVMs, multilayer perceptrons and SOMs.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010


Evolving the cooperative behaviour in Unreal™ bots.
Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games, 2010

Statistical analysis of the parameters of the simulated annealing algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

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

Pervasive Evolutionary Algorithms on Mobile Devices.
Proceedings of the Distributed Computing, 2009

Using UN/CEFACT'S Modelling Methodology (UMM) in e-Health Projects.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Parallelizing the Design of Radial Basis Function Neural Networks by Means of Evolutionary Meta-algorithms.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Studying the Cache Size in a Gossip-Based Evolutionary Algorithm.
Proceedings of the Intelligent Distributed Computing III, Proceedings of the 3rd International Symposium on Intelligent Distributed Computing, 2009

2008
Evolvable agents, a fine grained approach for distributed evolutionary computing: walking towards the peer-to-peer computing frontiers.
Soft Comput., 2008

NectaRSS, an intelligent RSS feed reader.
J. Netw. Comput. Appl., 2008

Resilience to churn of a peer-to-peer evolutionary algorithm.
Int. J. High Perform. Syst. Archit., 2008

Improved evolutionary generation of XSLT stylesheets
CoRR, 2008

Increasing GP Computing Power via Volunteer Computing
CoRR, 2008

Parallel Multiobjective Optimization of Ensembles of Multilayer Perceptrons for pattern classification.
Inteligencia Artif., 2008

Evolvable Agents in Static and Dynamic Optimization Problems.
Proceedings of the Parallel Problem Solving from Nature, 2008

Testing the Intermediate Disturbance Hypothesis: Effect of Asynchronous Population Incorporation on Multi-Deme Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2008

Evolving XSLT Stylesheets for Document Transformation.
Proceedings of the Parallel Problem Solving from Nature, 2008

Evolving machine microprograms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Discovering causes of financial distress by combining evolutionary algorithms and artificial neural networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Automatic generation of XSLT stylesheets using evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Architecture Performance Prediction Using Evolutionary Artificial Neural Networks.
Proceedings of the Applications of Evolutionary Computing, 2008

P2P Evolutionary Algorithms: A Suitable Approach for Tackling Large Instances in Hard Optimization Problems.
Proceedings of the Euro-Par 2008, 2008

Evolving Machine Microprograms: Application to the CODE2 Microarchitecture.
Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence, 2008

Improving Evolution of XSLT Stylesheets Using Heuristic Operators.
Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence, 2008

Evolutionary system for prediction and optimization of hardware architecture performance.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Influence of parameters on the performance of a MOACO algorithm for solving the bi-criteria military path-finding problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Asynchronous distributed genetic algorithms with Javascript and JSON.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Exploring population structures for locally concurrent and massively parallel Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Comparing multiobjective evolutionary ensembles for minimizing type I and II errors for bankruptcy prediction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
hCHAC-4, an ACO Algorithm for Solving the Four-Criteria Military Path-finding Problem.
Proceedings of the Nature Inspired Cooperative Strategies for Optimization (NICSO 2007), 2007

Comparing evolutionary hybrid systems for design and optimization of multilayer perceptron structure along training parameters.
Inf. Sci., 2007

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

Predicting Financial Distress: A Case Study Using Self-organizing Maps.
Proceedings of the Computational and Ambient Intelligence, 2007

Balancing safety and speed in the military path finding problem: analysis of different ACO algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Exploring selection mechanisms for an agent-based distributed evolutionary algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Enhancing a MOACO for Solving the Bi-criteria Pathfinding Problem for a Military Unit in a Realistic Battlefield.
Proceedings of the Applications of Evolutinary Computing, 2007

Empirical Validation of a Gossiping Communication Mechanism for Parallel EAs.
Proceedings of the Applications of Evolutinary Computing, 2007

Comparing ACO Algorithms for Solving the Bi-criteria Military Path-Finding Problem.
Proceedings of the Advances in Artificial Life, 9th European Conference, 2007

2006
NectaRSS, an RSS feed ranking system that implicitly learns user preferences
CoRR, 2006

Lamarckian Evolution and the Baldwin Effect in Evolutionary Neural Networks
CoRR, 2006

Finding a needle in a haystack using hints and evolutionary computation: the case of evolutionary MasterMind.
Appl. Soft Comput., 2006

Optimization of multilayer perceptrons using evolutionary algorithms.
Inteligencia Artif., 2006

Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern Classification.
Proceedings of the Parallel Problem Solving from Nature, 2006

2005
Designing a Control System for an Autonomous Robot Using an Evolutionary Algorithm.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Evolutionary Design of a Brain-Computer Interface.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

2004
Evolving RBF neural networks for time-series forecasting with EvRBF.
Inf. Sci., 2004

Conference Paper Assignment Using a Combined Greedy/Evolutionary Algorithm.
Proceedings of the Parallel Problem Solving from Nature, 2004

Co-evolving Multilayer Perceptrons Along Training Sets.
Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004

Comparing Hybrid Systems to Design and Optimize Artificial Neural Networks.
Proceedings of the Genetic Programming, 7th European Conference, 2004

2003
Evolving two-dimensional fuzzy systems.
Fuzzy Sets Syst., 2003

Application of HLVQ and G-Prop Neural Networks to the Problem of Bankruptcy Prediction.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Cooperative Co-evolution of Multilayer Perceptrons.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Visualization of Neural Net Evolution.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Specifying Evolutionary Algorithms in XML.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

2002
Statistical analysis of the main parameters involved in the design of a genetic algorithm.
IEEE Trans. Syst. Man Cybern. Part C, 2002

Statistical analysis of the parameters of a neuro-genetic algorithm.
IEEE Trans. Neural Networks, 2002

Optimisation of Multilayer Perceptrons Using a Distributed Evolutionary Algorithm with SOAP.
Proceedings of the Parallel Problem Solving from Nature, 2002

Evolved RBF Networks for Time-Series Forecasting and Function Approximation.
Proceedings of the Parallel Problem Solving from Nature, 2002

Genetic Algorithm Visualization Using Self-organizing Maps.
Proceedings of the Parallel Problem Solving from Nature, 2002

JEO: Java Evolving Objects.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

2001
Diseño de Redes Neuronales Artificiales mediante Algoritmos Evolutivos.
Inteligencia Artif., 2001

Using SOM for Neural Network Visualization.
Proceedings of the Connectionist Models of Neurons, 2001

Evolving RBF Neural Networks.
Proceedings of the Connectionist Models of Neurons, 2001

2000
Evolving Multilayer Perceptrons.
Neural Process. Lett., 2000

G-Prop: Global optimization of multilayer perceptrons using GAs.
Neurocomputing, 2000

Evolutionary Computation Visualization: Application to G-PROP.
Proceedings of the Parallel Problem Solving from Nature, 2000

1999
Improved Automatic Classification of Biological Particles from Electron-Microscopy Images Using Genetic Neural Nets.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999

Optimizing Web Newspaper Layout Using Simulated Annealing.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999

SA-Prop: Optimization of Multilayer Perceptron Parameters Using Simulated Annealing.
Proceedings of the Foundations and Tools for Neural Modeling, 1999

G-Prop-III: Global Optimization of Multilayer Perceptrons using an Evolutionary Algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

G-Prop-II: global optimization of multilayer perceptrons using GAs.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999


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