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Pedro A. Castillo

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

52

Venues

13

Active years

1999–2023

Best venue rank

National

Where they publish

Papers

52 indexed papers, newest first.

YearVenueTitleAuthors
2023ICSoftAn Analysis of Energy Consumption of JavaScript Interpreters with Evolutionary Algorithm Workloads.Juan Julin Merelo Guervs, Mario Garca-Valdez, Pedro A. Castillo
2023ICSoftGreen Evolutionary Algorithms and JavaScript: A Study on Different Software and Hardware Architectures.Juan Julin Merelo Guervs, Mario Garca-Valdez, Pedro A. Castillo
2023IWANNOptimizing an IDS (Intrusion Detection System) by Means of Advanced Metaheuristics.Antonio Mora Garca, Maribel Garca Arenas, A. Romero-Horno, Jos Camacho-Pez, Pedro A. Castillo
2022HCIExploring the Role of Chatbots and Messaging Applications in Higher Education: A Teacher's Perspective.Juan Julin Merelo, Pedro A. Castillo, Antonio Mora Garca, Francisco Barranco, Noorhan Abbas, Alberto Guilln, Olia E. Tsivitanidou
2022IJCCINew Evolutionary Selection Operators for Snake Optimizer.Ruba Abu Khurma, Moutaz Alazab, Juan Julin Merelo, Pedro A. Castillo
2021HCIStudying How to Apply Chatbots Technology in Higher-Education: First Results and Future Strategies.Antonio Miguel Mora, Alberto Guilln, Francisco Barranco, Pedro A. Castillo, Juan Julin Merelo Guervs
2021IJCCIHarris Hawks Optimization: A Formal Analysis of Its Variants and Applications.Ruba Abu Khurma, Ibrahim Aljarah, Pedro A. Castillo
2020IJCCIFeature Selection using Binary Moth Flame Optimization with Time Varying Flames Strategies.Ruba Abu Khurma, Pedro A. Castillo, Ahmad Sharieh, Ibrahim Aljarah
2020IJCCINew Fitness Functions in Binary Harris Hawks Optimization for Gene Selection in Microarray Datasets.Ruba Abu Khurma, Pedro A. Castillo, Ahmad Sharieh, Ibrahim Aljarah
2020IJCCIEmpirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm.Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Juan Julin Merelo Guervs, Pedro A. Castillo
2020IJCCIIdentifying Botnets by Analysing Twitter Traffic during the Super Bowl.Salah Safi, Huthaifa Jawazneh, Antonio Miguel Mora, Pablo Garca-Snchez, Hossam Faris, Pedro A. Castillo
2020ICPRAMHate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context.Hossam Faris, Ibrahim Aljarah, Maria Habib, Pedro A. Castillo
2019GECCOImproving the algorithmic efficiency and performance of channel-based evolutionary algorithms.Juan Julin Merelo Guervs, Juan Luis Jimnez Laredo, Pedro A. Castillo, Mario Garca Valdez, Sergio Rojas Galeano
2018ESANNForecasting Business Failure in Highly Imbalanced Distribution based on Delay Line Reservoir.Ali Rodan, Pedro A. Castillo, Hossam Faris, Antonio Miguel Mora, Huthaifa Jawazneh
2018GECCOEnergy-consumption prediction of genetic programming algorithms using a fuzzy rule-based system.Francisco Chvez de la O, Francisco Fernndez de Vega, Josefa Daz, Juan ngel Garca, Francisco J. Rodrguez, Pedro A. Castillo
2018IJCCIRevisiting Population Structure and Particle Swarm Performance.Carlos M. Fernandes, Nuno Fachada, Juan Luis Jimnez Laredo, Juan Julin Merelo Guervs, Pedro A. Castillo, Agostinho C. Rosa
2018IJCCIThe Influence of Input Data Standardization Methods on the Prediction Accuracy of Genetic Programming Generated Classifiers.Amaal R. Al Shorman, Hossam Faris, Pedro A. Castillo, Juan Julin Merelo Guervs, Nailah Al-Madi
2017IWANNFinding Self-organized Criticality in Collaborative Work via Repository Mining.Juan Julin Merelo Guervs, Pedro A. Castillo, Mario Garca Valdez
2016CECA comparison of implementations of basic evolutionary algorithm operations in different languages.Juan Julin Merelo Guervs, Israel Blancas-Alvarez, Pedro A. Castillo, Gustavo Romero, Vctor M. Rivas, Mario Garca Valdez, Amaury Hernandez-Aguila, Mario Romn
2016GECCOPerformance for the Masses: Experiments with A Web Based Architecture to Harness Volunteer Resources for Low Cost Distributed Evolutionary Computation.Juan Julin Merelo Guervs, Pedro A. Castillo, Pablo Garca-Snchez, Paloma de las Cuevas, Nuria Rico, Mario Garca Valdez
2016GECCONodIO: A Framework and Architecture for Pool-based Evolutionary Computation.Juan Julin Merelo Guervs, Pedro A. Castillo, Pablo Garca-Snchez, Paloma de las Cuevas, Mario Garca Valdez
2016IJCCIEvoloPy: An Open-source Nature-inspired Optimization Framework in Python.Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Pedro A. Castillo, Juan Julin Merelo Guervs
2016IJCCIRanking the Performance of Compiled and Interpreted Languages in Genetic Algorithms.Juan Julin Merelo Guervs, Israel Blancas-Alvarez, Pedro A. Castillo, Gustavo Romero, Pablo Garca-Snchez, Vctor Manuel Rivas Santos, Mario Garca Valdez, Amaury Hernndez-guila, Mario Romn
2016PPSNA Cross-Platform Assessment of Energy Consumption in Evolutionary Algorithms - Towards Energy-Aware Bioinspired Algorithms.Francisco Fernndez de Vega, Francisco Chvez de la O, Josefa Daz, Juan ngel Garca, Pedro A. Castillo, Juan Julin Merelo Guervs, Carlos Cotta
2015IJCCIEphemeral Computing and Bioinspired Optimization.Carlos Cotta, Antonio Jos Fernndez Leiva, Francisco Fernndez de Vega, Francisco Chvez de la O, Juan Julin Merelo Guervs, Pedro A. Castillo, David Camacho, Gema Bello Orgaz
2015IWANNComparing Optimization Methods, in Continuous Space, for Modelling with a Diffusion Process.Nuria Rico, Maribel Garca Arenas, Desire Romero, J. M. Crespo, Pedro A. Castillo, Juan Julin Merelo Guervs
2014GECCOAssessing different architectures for evolutionary algorithms in javascript.Juan Julin Merelo Guervs, Pedro A. Castillo, Antonio Miguel Mora, Anna Isabel Esparcia-Alczar, Vctor Manuel Rivas Santos
2013CECA search for scalable evolutionary solutions to the game of MasterMind.Juan Julin Merelo Guervs, Antonio Miguel Mora, Pedro A. Castillo, Carlos Cotta, Mario Garca Valdez
2013GECCODeveloping services in a service oriented architecture for evolutionary algorithms.Pablo Garca-Snchez, Mara Isabel Garca Arenas, Antonio Miguel Mora, Pedro A. Castillo, Carlos M. Fernandes, Paloma de las Cuevas, Gustavo Romero, Jess Gonzlez, Juan Julin Merelo Guervs
2013GECCOImproving evolutionary solutions to the game of mastermind using an entropy-based scoring method.Juan Julin Merelo Guervs, Pedro A. Castillo, Antonio Mora Garca, Anna Isabel Esparcia-Alczar
2013GECCOMigration study on a pareto-based island model for MOACOs.Antonio Miguel Mora, Pablo Garca-Snchez, Juan Julin Merelo Guervs, Pedro A. Castillo
2013IWANNDesigning and Evolving an Unreal TournamentTM 2004 Expert Bot.Antonio Miguel Mora, Francisco Aisa, Ricardo Caballero, Pablo Garca-Snchez, Juan Julin Merelo Guervs, Pedro A. Castillo, Ral Lara-Cabrera
2011CECAssessing speed-ups in commodity cloud storage services for distributed evolutionary algorithms.Maribel Garca Arenas, Juan Julin Merelo Guervs, Antonio Miguel Mora, Pedro A. Castillo, Gustavo Romero, Juan Luis Jimnez Laredo
2011GECCOUsing free cloud storage services for distributed evolutionary algorithms.Maribel Garca Arenas, Juan Julin Merelo Guervs, Pedro A. Castillo, Juan Luis Jimnez Laredo, Gustavo Romero, Antonio Miguel Mora
2011IWANNGPU Computation in Bioinspired Algorithms: A Review.Maribel Garca Arenas, Antonio Miguel Mora, Gustavo Romero, Pedro A. Castillo
2011IWANNImplementation Matters: Programming Best Practices for Evolutionary Algorithms.Juan Julin Merelo Guervs, Gustavo Romero, Maribel Garca Arenas, Pedro A. Castillo, Antonio Miguel Mora, Juan Luis Jimnez Laredo
2011IWANNA Study of Parallel Approaches in MOACOs for Solving the Bicriteria TSP.Antonio Miguel Mora, Juan Julin Merelo Guervs, Pedro A. Castillo, Maribel Garca Arenas, Pablo Garca-Snchez, Juan Luis Jimnez Laredo, Gustavo Romero
2011IWANNOnline vs. Offline ANOVA Use on Evolutionary Algorithms.Gustavo Romero, Maribel Garca Arenas, Pedro A. Castillo, Juan Julin Merelo Guervs, Antonio Miguel Mora
2010CECStatistical analysis of the parameters of the simulated annealing algorithm.Maribel Garca Arenas, Juan Luis Jimnez Laredo, Pedro A. Castillo, Pablo Garca-Snchez, Antonio Miguel Mora, Alberto Prieto, Juan Julin Merelo Guervs
2010ISDASleeping with ants, SVMs, multilayer perceptrons and SOMs.Antonio Miguel Mora, Carlos M. Fernandes, Luis Javier Herrera, Pedro A. Castillo, Juan Julin Merelo Guervs, Fernando Rojas, Agostinho C. Rosa
2010PPSNEvolution of XPath Lists for Document Data Selection.Pablo Garca-Snchez, Juan Julin Merelo Guervs, Pedro A. Castillo, Jess Gonzlez, Juan Luis Jimnez Laredo, Antonio Mora Garca, Mara Isabel Garca Arenas
2009IDCStudying the Cache Size in a Gossip-Based Evolutionary Algorithm.Juan Luis Jimnez Laredo, Carlos M. Fernandes, Antonio Mora Garca, Pedro A. Castillo, Pablo Garca-Snchez, Juan Julin Merelo Guervs
2009IWANNParallelizing the Design of Radial Basis Function Neural Networks by Means of Evolutionary Meta-algorithms.Maribel Garca Arenas, Elisabet Parras-Gutierrez, Vctor M. Rivas, Pedro A. Castillo, Mara Jos del Jesus, Juan Julin Merelo Guervs
2009IWANNUsing UN/CEFACT'S Modelling Methodology (UMM) in e-Health Projects.Pablo Garca-Snchez, Jess Gonzlez, Pedro A. Castillo, Alberto Prieto
2009IWANNPervasive Evolutionary Algorithms on Mobile Devices.Pablo Garca-Snchez, Juan P. Sevilla, Juan Julin Merelo Guervs, Antonio Miguel Mora, Pedro A. Castillo, Juan Luis Jimnez Laredo, Francisco Casado
2009PDPIncreasing GP Computing Power for Free via Desktop GRID Computing and Virtualization.Daniel Lombraa Gonzalez, Francisco Fernndez de Vega, Leonardo Trujillo, Gustavo Olague, Lourdes Araujo, Pedro A. Castillo, Juan Julin Merelo Guervs, Ken Sharman
2008EuroParP2P Evolutionary Algorithms: A Suitable Approach for Tackling Large Instances in Hard Optimization Problems.Juan Luis Jimnez Laredo, A. E. Eiben, Maarten van Steen, Pedro A. Castillo, Antonio Miguel Mora, Juan Julin Merelo Guervs
2008PPSNEvolving XSLT Stylesheets for Document Transformation.Pablo Garca-Snchez, Juan Julin Merelo Guervs, Juan Luis Jimnez Laredo, Antonio Mora Garca, Pedro A. Castillo
2008PPSNTesting the Intermediate Disturbance Hypothesis: Effect of Asynchronous Population Incorporation on Multi-Deme Evolutionary Algorithms.Juan Julin Merelo Guervs, Antonio Miguel Mora, Pedro A. Castillo, Juan Luis Jimnez Laredo, Lourdes Araujo, Ken Sharman, Anna Esparcia-Alczar, Eva Alfaro-Cid, Carlos Cotta
2008PPSNEvolvable Agents in Static and Dynamic Optimization Problems.Juan Luis Jimnez Laredo, Pedro A. Castillo, Antonio Miguel Mora, Juan Julin Merelo Guervs, Agostinho Cludio da Rosa, Carlos M. Fernandes
2007IWANNPredicting Financial Distress: A Case Study Using Self-organizing Maps.Antonio Miguel Mora, Juan Luis Jimnez Laredo, Pedro A. Castillo, Juan Julin Merelo Guervs
1999CECG-Prop-II: global optimization of multilayer perceptrons using GAs.Pedro A. Castillo, Vctor M. Rivas, Juan Julin Merelo, J. Gonzalez, Alberto Prieto, Gustavo Romero