Juan Julián Merelo Guervós

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 130

Top Venues

Publications

Pedro A. Castillo, Maribel García Arenas, Nuria Rico, Antonio Miguel Mora, Pablo García-Sánchez, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós
Determining the significance and relative importance of parameters of a simulated quenching algorithm using statistical tools. CoRR (2024)
Mario García-Valdez, Alejandra Mancilla, Oscar Castillo, Juan Julián Merelo Guervós
Distributed and Asynchronous Population-Based Optimization Applied to the Optimal Design of Fuzzy Controllers. Symmetry 15 (2) (2023)
Juan Julián Merelo Guervós, Mario García-Valdez, Pedro A. Castillo
An Analysis of Energy Consumption of JavaScript Interpreters with Evolutionary Algorithm Workloads. ICSOFT (2023)
Juan Julián Merelo Guervós, Mario García-Valdez, Pedro A. Castillo
Energy Consumption of Evolutionary Algorithms in JavaScript. WIVACE (2023)
Juan Julián Merelo Guervós, Mario García-Valdez, Pedro A. Castillo
Green Evolutionary Algorithms and JavaScript: A Study on Different Software and Hardware Architectures. ICSOFT (Selected Papers) (2023)
Juan Julián Merelo Guervós
What is a good doge? Analyzing the patrician social network of the Republic of Venice. CoRR (2022)
Alejandra Mancilla, Mario García-Valdez, Oscar Castillo, Juan Julián Merelo Guervós
Optimal Fuzzy Controller Design for Autonomous Robot Path Tracking Using Population-Based Metaheuristics. Symmetry 14 (2) (2022)
Mohammed Salem, Antonio Miguel Mora, Juan Julián Merelo Guervós
Overtaking Uncertainty With Evolutionary TORCS Controllers: Combining BLX With Decreasing α Operator and Grand Prix Selection. IEEE Trans. Games 14 (2) (2022)
Johann Dréo, Arnaud Liefooghe, Sébastien Vérel, Marc Schoenauer, Juan Julián Merelo Guervós, Alexandre Quemy, Benjamin Bouvier, Jan Gmys
Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics - 22 Years of Paradiseo -. CoRR (2021)
Amaury Hernandez-Aguila, Mario García Valdez, Juan Julián Merelo Guervós, Manuel Castañón-Puga, Oscar Castillo
Using Fuzzy Inference Systems for the Creation of Forex Market Predictive Models. IEEE Access 9 (2021)
José Guzmán, Mario García-Valdez, Juan Julián Merelo Guervós
Can Communication Topology Improve a Multi-swarm PSO Algorithms? WEA (2021)
Johann Dréo, Arnaud Liefooghe, Sébastien Vérel, Marc Schoenauer, Juan Julián Merelo Guervós, Alexandre Quemy, Benjamin Bouvier, Jan Gmys
Paradiseo: from a modular framework for evolutionary computation to the automated design of metaheuristics: 22 years of Paradiseo. GECCO Companion (2021)
Ibrahim Aljarah, Hossam Faris, Ali Asghar Heidari, Majdi M. Mafarja, Ala' M. Al-Zoubi, Pedro A. Castillo, Juan Julián Merelo Guervós
A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization. IEEE Access 9 (2021)
Mario García Valdez, Juan Julián Merelo Guervós
A container-based cloud-native architecture for the reproducible execution of multi-population optimization algorithms. Future Gener. Comput. Syst. 116 (2021)
Mario García Valdez, Juan Julián Merelo Guervós
Event-Driven Multi-algorithm Optimization: Mixing Swarm and Evolutionary Strategies. EvoApplications (2021)
Juan Julián Merelo Guervós
Agile (data) science: a (draft) manifesto. CoRR (2021)
Antonio Miguel Mora, Alberto Guillén, Francisco Barranco, Pedro A. Castillo, Juan Julián Merelo Guervós
Studying How to Apply Chatbots Technology in Higher-Education: First Results and Future Strategies. HCI (24) (2021)
Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Juan Julián Merelo Guervós, Pedro A. Castillo
Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm. IJCCI (2020)
Paloma de las Cuevas, Pablo García-Sánchez, Zaineb Chelly Dagdia, María Isabel García Arenas, Juan Julián Merelo Guervós
Automatic Rule Extraction from Access Rules Using Genetic Programming. EvoApplications (2020)
Rubén Héctor García-Ortega, Pablo García-Sánchez, Juan Julián Merelo Guervós
Tropes in films: an initial analysis. CoRR (2020)
Rubén Héctor García-Ortega, Pablo García-Sánchez, Juan Julián Merelo Guervós
StarTroper, a film trope rating optimizer using machine learning and evolutionary algorithms. Expert Syst. J. Knowl. Eng. 37 (6) (2020)
Ernesto Serrano Collado, Mario García Valdez, Juan Julián Merelo Guervós
Improving evolution of service configurations for moving target defense. CEC (2020)
Juan Julián Merelo Guervós, Mario García Valdez, Sergio Rojas Galeano
Implementation matters, also in concurrent evolutionary algorithms. GECCO Companion (2020)
Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos M. Fernandes, Eric Sanlaville
A Method for Estimating the Computational Complexity of Multimodal Functions. EvoApplications (2020)
Jerry Swan, Steven Adriænsen, Alexander E. I. Brownlee, Colin G. Johnson, Ahmed Kheiri, Faustyna Krawiec, Juan Julián Merelo Guervós, Leandro L. Minku, Ender Özcan, Gisele L. Pappa, Pablo García-Sánchez, Kenneth Sörensen, Stefan Voß, Markus Wagner, David Robert White
Towards Metaheuristics "In the Large". CoRR (2020)
Ernesto Serrano Collado, Mario García Valdez, Juan Julián Merelo Guervós
Moving target defense through evolutionary algorithms. GECCO Companion (2020)
Ernesto Serrano Collado, Pedro A. Castillo, Juan Julián Merelo Guervós
Using Evolutionary Algorithms for Server Hardening via the Moving Target Defense Technique. EvoApplications (2020)
Erick Minguela, José Mario García Valdez, Juan Julián Merelo Guervós
An Event-Based Architecture for Cross-Breed Multi-population Bio-inspired Optimization Algorithms. EvoApplications (2020)
Ernesto Serrano Collado, Mario García Valdez, Juan Julián Merelo Guervós
Delivering diverse web server configuration in a moving target defense using evolutionary algorithms. GECCO Companion (2020)
Carlos M. Fernandes, Nuno Fachada, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Agostinho C. Rosa
Population sizing of cellular evolutionary algorithms. Swarm Evol. Comput. 58 (2020)
Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós
Genealogical patterns in evolutionary algorithms. GECCO (Companion) (2019)
Carlos M. Fernandes, Nuno Fachada, Juan Julián Merelo Guervós, Agostinho C. Rosa
Steady state particle swarm. PeerJ Comput. Sci. 5 (2019)
Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pedro A. Castillo, Mario García Valdez, Sergio Rojas Galeano
Improving the algorithmic efficiency and performance of channel-based evolutionary algorithms. GECCO (Companion) (2019)
Laura Calle, Juan Julián Merelo Guervós, Antonio Mora García, José Mario García Valdez
Free Form Evolution for Angry Birds Level Generation. EvoApplications (2019)
Bartolomé Ortiz, Juan Julián Merelo Guervós
Power laws in code repositories: A skeptical approach. CoRR (2019)
Juan Julián Merelo Guervós
Concurrency in evolutionary algorithms. GECCO (Companion) (2019)
Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pedro A. Castillo, José Mario García Valdez, Sergio Rojas Galeano
Scaling in Concurrent Evolutionary Algorithms. WEA (2019)
Laura Calle, Juan Julián Merelo Guervós, Mario García Valdez, Antonio Mora García
Speeding Up Evaluation of Structures for the Angry Birds Game. IJCCI (2019)
Pablo García-Sánchez, Julio Ortega, Jesús González, Pedro A. Castillo, Juan Julián Merelo Guervós
Distributed multi-objective evolutionary optimization using island-based selective operator application. Appl. Soft Comput. 85 (2019)
Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pedro A. Castillo, José Mario García Valdez, Sergio Rojas Galeano
Exploring Concurrent and Stateless Evolutionary Algorithms. EvoApplications (2019)
Mohammed Salem, Antonio Miguel Mora, Juan Julián Merelo Guervós
Beating uncertainty in racing bot evolution through enhanced exploration and pole position selection. CoG (2019)
Laura Calle, Juan Julián Merelo Guervós, Antonio Mora García, Mario García Valdez
Improved free form evolution for angry birds structures. GECCO (Companion) (2019)
Mohammed Salem, Antonio Miguel Mora, Juan Julián Merelo Guervós, Pablo García-Sánchez
Applying Genetic Algorithms for the Improvement of an Autonomous Fuzzy Driver for Simulated Car Racing. IPMU (3) (2018)
Juan Julián Merelo Guervós, José Mario García Valdez
Going Stateless in Concurrent Evolutionary Algorithms. WEA (1) (2018)
Carlos M. Fernandes, Agostinho C. Rosa, Nuno Fachada, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós
Particle swarm and population structure. GECCO (Companion) (2018)
Mario García Valdez, Juan Julián Merelo Guervós, Lucero Lara, Pablo García-Sánchez
Increasing Performance via Gamification in a Volunteer-Based Evolutionary Computation System. IPMU (3) (2018)
David Camacho, Raúl Lara-Cabrera, Juan Julián Merelo Guervós, Pedro A. Castillo, Carlos Cotta, Antonio José Fernández Leiva, Francisco Fernández de Vega, Francisco Chávez de la O
From ephemeral computing to deep bioinspired algorithms: New trends and applications. Future Gener. Comput. Syst. 88 (2018)
Juan Julián Merelo Guervós, José Mario García Valdez
Mapping evolutionary algorithms to a reactive, stateless architecture: using a modern concurrent language. GECCO (Companion) (2018)
Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta
Dynamic Models of Partially Connected Topologies for Population-Based Metaheuristics. CEC (2018)
Mohammed Salem, Antonio Miguel Mora, Juan Julián Merelo Guervós
The Evolutionary Race: Improving the Process of Evaluating Car Controllers in Racing Simulators. CIG (2018)
Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang
Tutorials at PPSN 2018. PPSN (2) (2018)
Juan Julián Merelo Guervós, José Mario García Valdez
Performance improvements of evolutionary algorithms in perl 6. GECCO (Companion) (2018)
David Camacho, Carlos Cotta, Juan Julián Merelo Guervós, Francisco Fernández de Vega
Bioinspired Algorithms in Complex Ephemeral Environments. Future Gener. Comput. Syst. 88 (2018)
Amaal R. Al Shorman, Hossam Faris, Pedro A. Castillo, Juan Julián Merelo Guervós, Nailah Al-Madi
The Influence of Input Data Standardization Methods on the Prediction Accuracy of Genetic Programming Generated Classifiers. IJCCI (2018)
Juan Julián Merelo Guervós
Cloudy distributed evolutionary computation. GECCO (Companion) (2018)
Rubén Héctor García-Ortega, Juan Julián Merelo Guervós, Pablo García-Sánchez, Gad Pitaru
Overview of PicTropes, a film trope dataset. CoRR (2018)
Mohammed Salem, Antonio Miguel Mora, Juan Julián Merelo Guervós, Pablo García-Sánchez
Evolving a TORCS Modular Fuzzy Driver Using Genetic Algorithms. EvoApplications (2018)
Juan Julián Merelo Guervós, José Mario García Valdez
Introducing an Event-Based Architecture for Concurrent and Distributed Evolutionary Algorithms. PPSN (1) (2018)
Pablo García-Sánchez, Alberto Paolo Tonda, Antonio Mora García, Giovanni Squillero, Juan Julián Merelo Guervós
Automated playtesting in collectible card games using evolutionary algorithms: A case study in hearthstone. Knowl. Based Syst. 153 (2018)
Carlos M. Fernandes, Nuno Fachada, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Pedro A. Castillo, Agostinho C. Rosa
Revisiting Population Structure and Particle Swarm Performance. IJCCI (2018)
José Mario García Valdez, Juan Julián Merelo Guervós
A modern, event-based architecture for distributed evolutionary algorithms. GECCO (Companion) (2018)
Antonio Álvarez-Caballero, Juan Julián Merelo Guervós, Pablo García-Sánchez, Antonio Fernández-Ares
Early Prediction of the Winner in StarCraft Matches. IJCCI (2017)
Mario García Valdez, Juan Julián Merelo Guervós
evospace-js: asynchronous pool-based execution of heterogeneous metaheuristics. GECCO (Companion) (2017)
Juan Julián Merelo Guervós
Artificial life, complex systems and cloud computing: a short review. CoRR (2017)
Antonio Fernández-Ares, Antonio Mora García, Maribel García Arenas, Pablo García-Sánchez, Gustavo Romero, Víctor Manuel Rivas Santos, Pedro A. Castillo, Juan Julián Merelo Guervós
Studying real traffic and mobility scenarios for a Smart City using a new monitoring and tracking system. Future Gener. Comput. Syst. 76 (2017)
Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Miguel Mora, Mario García Valdez, Carlos Cotta, Carlos M. Fernandes
Self-organized criticality in code repositories. ECAL (2017)
Antonio Fernández-Ares, Antonio Mora García, Pablo García-Sánchez, Pedro A. Castillo, Juan Julián Merelo Guervós
Analysing the influence of the fitness function on genetically programmed bots for a real-time strategy game. Entertain. Comput. 18 (2017)
Mohammed Salem, Antonio Miguel Mora, Juan Julián Merelo Guervós, Pablo García-Sánchez
Driving in TORCS Using Modular Fuzzy Controllers. EvoApplications (1) (2017)
Mario García Valdez, Amaury Hernández-Águila, Juan Julián Merelo Guervós, Alejandra Mancilla Soto
Enhancing Student Engagement via Reduction of Frustration with Programming Assignments using Machine Learning. IJCCI (2017)
Juan Julián Merelo Guervós, Pedro A. Castillo, Mario García Valdez
Alife in the Clouds: A Short Review of Applications of Artificial Life to Cloud Computing and Back. Frontiers Robotics AI 4 (2017)
Juan Julián Merelo Guervós, Paloma de las Cuevas, Pablo García-Sánchez, Mario García Valdez
A Performance Assessment of Evolutionary Algorithms in Volunteer Computing Environments: The Importance of Entropy. EvoApplications (1) (2017)
Pedro A. Castillo, Antonio Mora García, Hossam Faris, Juan Julián Merelo Guervós, Pablo García-Sánchez, Antonio Fernández-Ares, Paloma de las Cuevas, Maribel García Arenas
Applying computational intelligence methods for predicting the sales of newly published books in a real editorial business management environment. Knowl. Based Syst. 115 (2017)
Amaury Hernandez-Aguila, Mario García Valdez, Oscar Castillo, Juan Julián Merelo Guervós
An open source implementation of an intuitionistic fuzzy inference system in Clojure. FUZZ-IEEE (2017)
Juan Julián Merelo Guervós, Antonio Fernández-Ares, Antonio Álvarez-Caballero, Pablo García-Sánchez, Víctor M. Rivas
RedDwarfData: a simplified dataset of StarCraft matches. CoRR (2017)
Mario García Valdez, Juan Julián Merelo Guervós
Benchmarking a pool-based execution with GA and PSO workers on the BBOB noiseless testbed. GECCO (Companion) (2017)
Juan Julián Merelo Guervós, Elena Merelo-Molina
Temporal evolution of notoriety of Wikipedia pages with origin in social networks. CoRR (2017)
Mario García Valdez, José C. Romero, Alejandra Mancilla, Juan Julián Merelo Guervós, Francisco Fernández de Vega
Gamification techniques in collaborative interactive evolutionary computation. GECCO (Companion) (2017)
Juan Julián Merelo Guervós, Pedro A. Castillo, Mario García Valdez
Finding Self-organized Criticality in Collaborative Work via Repository Mining. IWANN (1) (2017)
Antonio Fernández-Ares, María Isabel García Arenas, Pedro A. Castillo, Juan Julián Merelo Guervós
Impact of Protests in the Number of Smart Devices in Streets: A New Approach to Analyze Protesters Behavior. Smart-CT (2017)
Juan Julián Merelo Guervós, Israel Blancas-Alvarez, Pedro A. Castillo, Gustavo Romero, Pablo García-Sánchez, Víctor M. Rivas, Mario García Valdez, Amaury Hernández-Águila, Mario Román
Ranking Programming Languages for Evolutionary Algorithm Operations. EvoApplications (1) (2017)
Amaury Hernandez-Aguila, Mario García Valdez, Juan Julián Merelo Guervós, Oscar Castillo
Randomized parameter settings for a pool-based particle swarm optimization algorithm: a comparison between dynamic adaptation of parameters and randomized parameterization. GECCO (Companion) (2017)
Mario García Valdez, José Christian Romero, Alejandra Mancilla, Juan Julián Merelo Guervós
Exploiting the social graph: Increasing engagement in a collaborative Interactive Evolution application. CEC (2017)
Mario García Valdez, Juan Julián Merelo Guervós, Amaury Hernández-Águila, Alejandra Mancilla Soto
Mining of Keystroke and Mouse Dynamics to Increase the Engagement of Students with Programming Assignments. IJCCI (Selected Papers) (2017)
Víctor Manuel Rivas Santos, Elisabet Parras-Gutierrez, Juan Julián Merelo Guervós, Maribel García Arenas, Pablo García-Fernández
Time series forecasting using evolutionary neural nets implemented in a volunteer computing system. Intell. Syst. Account. Finance Manag. 24 (2-3) (2017)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
Asynchronous Steady State Particle Swarm. GECCO (Companion) (2016)
Víctor M. Rivas, Elisabet Parras-Gutierrez, Juan Julián Merelo Guervós, Maribel García Arenas, Pablo García-Fernández
Web Browser-Based Forecasting of Economic Time-Series. Decision Economics@DCAI (2016)
Federico Liberatore, Antonio Mora García, Pedro A. Castillo, Juan Julián Merelo Guervós
Comparing Heterogeneous and Homogeneous Flocking Strategies for the Ghost Team in the Game of Ms. Pac-Man. IEEE Trans. Comput. Intell. AI Games 8 (3) (2016)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
An Asynchronous and Steady State Update Strategy for the Particle Swarm Optimization Algorithm. PPSN (2016)
Juan Julián Merelo Guervós, Mario García Valdez, Carlos Cotta
Visualizing for Success: How Can we Make the User more Efficient in Interactive Evolutionary Algorithms? GECCO (Companion) (2016)
Juan Julián Merelo Guervós, Pedro A. Castillo, Pablo García-Sánchez, Paloma de las Cuevas, Mario García Valdez
NodIO: A Framework and Architecture for Pool-based Evolutionary Computation. GECCO (Companion) (2016)
Pablo García-Sánchez, Alberto Paolo Tonda, Giovanni Squillero, Antonio Mora García, Juan Julián Merelo Guervós
Evolutionary deckbuilding in hearthstone. CIG (2016)
Antonio Fernández-Ares, Antonio Mora García, Pablo García-Sánchez, Pedro A. Castillo, Juan Julián Merelo Guervós
Sólo Puede Quedar Uno: Evolución de Bots para RTS Basada en Supervivencia. CoSECivi (2016)
Rubén Héctor García-Ortega, Pablo García-Sánchez, Juan Julián Merelo Guervós, Aránzazu San Ginés, Ángel Fernández Cabezas
The Story of Their Lives: Massive Procedural Generation of Heroes' Journeys Using Evolved Agent-Based Models and Logical Reasoning. EvoApplications (1) (2016)
Juan Julián Merelo Guervós, Mario García Valdez, Pedro Ángel Castillo Valdivieso, Pablo García-Sánchez, Paloma de las Cuevas, Nuria Rico
NodIO, a JavaScript framework for volunteer-based evolutionary algorithms : first results. CoRR (2016)
Carola Doerr, Nicolas Bredèche, Enrique Alba, Thomas Bartz-Beielstein, Dimo Brockhoff, Benjamin Doerr, Gusz Eiben, Michael G. Epitropakis, Carlos M. Fonseca, Andreia P. Guerreiro, Evert Haasdijk, Jacqueline Heinerman, Julien Hubert, Per Kristian Lehre, Luigi Malagò, Juan Julián Merelo Guervós, Julian Francis Miller, Boris Naujoks, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Patricia Ryser-Welch, Giovanni Squillero, Jörg Stork, Dirk Sudholt, Alberto Paolo Tonda, L. Darrell Whitley, Martin Zaefferer
Tutorials at PPSN 2016. PPSN (2016)
Juan Julián Merelo Guervós
Evolution of the number of GitHub users in Spain. CoRR (2016)
Pablo García-Sánchez, Julio Ortega, Jesús González, Pedro A. Castillo, Juan Julián Merelo Guervós
Addressing High Dimensional Multi-objective Optimization Problems by Coevolutionary Islands with Overlapping Search Spaces. EvoApplications (2) (2016)
Juan Julián Merelo Guervós, Israel Blancas-Alvarez, Pedro A. Castillo, Gustavo Romero, Pablo García-Sánchez, Víctor Manuel Rivas Santos, Mario García Valdez, Amaury Hernández-Águila, Mario Román
Ranking the Performance of Compiled and Interpreted Languages in Genetic Algorithms. IJCCI (ECTA) (2016)
Francisco Fernández de Vega, Francisco Chávez de la O, Josefa Díaz, Juan Ángel García, Pedro A. Castillo, Juan Julián Merelo Guervós, Carlos Cotta
A Cross-Platform Assessment of Energy Consumption in Evolutionary Algorithms - Towards Energy-Aware Bioinspired Algorithms. PPSN (2016)
Juan Julián Merelo Guervós, Israel Blancas-Alvarez, Pedro A. Castillo, Gustavo Romero, Víctor M. Rivas, Mario García Valdez, Amaury Hernandez-Aguila, Mario Román
A comparison of implementations of basic evolutionary algorithm operations in different languages. CEC (2016)

Juan Julián Merelo Guervós.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Juan Julián Merelo Guervós