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Juan Julián Merelo Guervós

Juan Julián Merelo

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affiliation: University of Granada, Department of Computer Architecture and Technology, Spain

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2024
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Juan Julián Merelo, Pedro A. Castillo, Antonio M. Mora, Francisco Barranco, Noorhan Abbas, Alberto Guillén, Olia E. Tsivitanidou:
Chatbots and messaging platforms in the classroom: An analysis from the teacher's perspective. Educ. Inf. Technol. 29(2): 1903-1938 (2024)
2023
[j79]
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  - journals/symmetry/GarciaValdezMCG23
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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): 467 (2023)
2022
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  - journals/eor/SwanABHJKKMMOPG22
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Jerry Swan, Steven Adriænsen, Alexander E. I. Brownlee, Kevin Hammond, Colin G. Johnson, Ahmed Kheiri, Faustyna Krawiec, Juan Julián Merelo, Leandro L. Minku, Ender Özcan, Gisele L. Pappa, Pablo García-Sánchez, Kenneth Sörensen, Stefan Voß, Markus Wagner, David R. White:
Metaheuristics "In the Large". Eur. J. Oper. Res. 297(2): 393-406 (2022)
[j77]
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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): 202 (2022)
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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): 318-327 (2022)
2021
[j75]
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  - journals/access/Hernandez-Aguila21
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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: 69391-69404 (2021)
[j74]
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  - journals/access/AljarahFHMACG21
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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: 100009-100028 (2021)
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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: 234-252 (2021)
2020
[j72]
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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)
[j71]
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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: 100721 (2020)
2019
[j70]
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  - journals/asc/Garcia-SanchezO19
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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)
[j69]
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Carlos M. Fernandes, Nuno Fachada, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Steady state particle swarm. PeerJ Comput. Sci. 5: e202 (2019)
2018
[j68]
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  - journals/fgcs/CamachoCGV18
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David Camacho, Carlos Cotta, Juan Julián Merelo Guervós, Francisco Fernández de Vega:
Bioinspired Algorithms in Complex Ephemeral Environments. Future Gener. Comput. Syst. 88: 732-734 (2018)
[j67]
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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: 735-746 (2018)
[j66]
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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: 133-146 (2018)
2017
[j65]
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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: 15-29 (2017)
[j64]
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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: 163-179 (2017)
[j63]
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  - journals/firai/GuervosCV18
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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: 64 (2017)
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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): 87-95 (2017)
[j61]
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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: 133-151 (2017)
2016
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Pablo García-Sánchez, Gustavo Romero, Jesús González, Antonio Miguel Mora, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, Carlos M. Fernandes, Juan Julián Merelo Guervós:
Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters. Appl. Soft Comput. 38: 530-547 (2016)
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Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa:
Dynamic Topologies for Particle Swarms. Trans. Comput. Collect. Intell. 24: 1-18 (2016)
[j58]
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Juan Julián Merelo Guervós, Federico Liberatore, Antonio Fernández-Ares, Rubén Héctor García-Ortega, Zeineb Chelly, Carlos Cotta, Nuria Rico, Antonio Mora García, Pablo García-Sánchez, Alberto Paolo Tonda, Paloma de las Cuevas, Pedro A. Castillo:
The Uncertainty Quandary: A Study in the Context of the Evolutionary Optimization in Games and Other Uncertain Environments. Trans. Comput. Collect. Intell. 24: 40-60 (2016)
[j57]
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Carlos Cotta, Antonio José Fernández Leiva, Francisco Fernández de Vega, Francisco Chávez de la O, Juan Julián Merelo Guervós, Pedro A. Castillo, David Camacho, María D. R.-Moreno:
Application Areas of Ephemeral Computing: A Survey. Trans. Comput. Collect. Intell. 24: 153-167 (2016)
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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): 278-287 (2016)
2015
[j55]
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  - journals/afs/OdehGMG15
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Suhail M. Odeh, Antonio Mora García, María N. Moreno, Juan Julián Merelo Guervós:
A Hybrid Fuzzy Genetic Algorithm for an Adaptive Traffic Signal System. Adv. Fuzzy Syst. 2015: 378156:1-378156:11 (2015)
[j54]
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  - journals/bioinformatics/DelgadoMMGB15
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Soledad Delgado, Federico Morán, Antonio Mora García, Juan Julián Merelo Guervós, Carlos Briones:
A novel representation of genomic sequences for taxonomic clustering and visualization by means of self-organizing maps. Bioinform. 31(5): 736-744 (2015)
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  - journals/comcom/CuevasGGCGF15
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Paloma de las Cuevas, Antonio Mora García, Juan Julián Merelo Guervós, Pedro A. Castillo, Pablo García-Sánchez, Antonio Fernández-Ares:
Corporate security solutions for BYOD: A novel user-centric and self-adaptive system. Comput. Commun. 68: 83-95 (2015)
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Mario García Valdez, Leonardo Trujillo, Juan Julián Merelo Guervós, Francisco Fernández de Vega, Gustavo Olague:
The EvoSpace Model for Pool-Based Evolutionary Algorithms. J. Grid Comput. 13(3): 329-349 (2015)
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Antonio Miguel Mora, Francisco Aisa, Pablo García-Sánchez, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós:
Modelling a Human-Like Bot in a First Person Shooter Game. Int. J. Creative Interfaces Comput. Graph. 6(1): 21-37 (2015)
[j50]
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Leonid Zamdborg, David M. Holloway, Juan Julián Merelo Guervós, Vladimir F. Levchenko, Alexander V. Spirov:
Forced evolution in silico by artificial transposons and their genetic operators: The ant navigation problem. Inf. Sci. 306: 88-110 (2015)
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J. Carpio Cañada, Tomás de Jesús Mateo Sanguino, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos:
Open classroom: enhancing student achievement on artificial intelligence through an international online competition. J. Comput. Assist. Learn. 31(1): 14-31 (2015)
2014
[j48]
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Juan Julián Merelo Guervós, Paolo Burelli:
Introduction to the special issue on evolutionary intelligence in games. Evol. Intell. 6(4): 193-194 (2014)
[j47]
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Antonio Miguel Mora, Juan Julián Merelo Guervós, Pablo García-Sánchez, Pedro A. Castillo, M. S. Rodríguez-Domingo, R. M. Hidalgo-Bermúdez:
Creating autonomous agents for playing Super Mario Bros game by means of evolutionary finite state machines. Evol. Intell. 6(4): 205-218 (2014)
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Javier Maestro-Montojo, Sancho Salcedo-Sanz, Juan Julián Merelo Guervós:
New solver and optimal anticipation strategies design based on evolutionary computation for the game of MasterMind. Evol. Intell. 6(4): 219-228 (2014)
[j45]
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Juan Luis Jiménez Laredo, Pascal Bouvry, Daniel Lombraña González, Francisco Fernández de Vega, Maribel García Arenas, Juan Julián Merelo Guervós, Carlos M. Fernandes:
Designing robust volunteer-based evolutionary algorithms. Genet. Program. Evolvable Mach. 15(3): 221-244 (2014)
[j44]
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Carlos M. Fernandes, Antonio Miguel Mora, Juan Julián Merelo Guervós, Agostinho C. Rosa:
KANTS: A Stigmergic Ant Algorithm for Cluster Analysis and Swarm Art. IEEE Trans. Cybern. 44(6): 843-856 (2014)
2013
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Carlos M. Fernandes, Juan Luis Jiménez Laredo, Agostinho C. Rosa, Juan Julián Merelo Guervós:
The sandpile mutation Genetic Algorithm: an investigation on the working mechanisms of a diversity-oriented and self-organized mutation operator for non-stationary functions. Appl. Intell. 39(2): 279-306 (2013)
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Antonio Miguel Mora, Juan Julián Merelo Guervós, Pedro A. Castillo, Maribel García Arenas:
hCHAC: A family of MOACO algorithms for the resolution of the bi-criteria military unit pathfinding problem. Comput. Oper. Res. 40(6): 1524-1551 (2013)
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Maribel García Arenas, Nuria Rico, Antonio Miguel Mora, Pedro A. Castillo, Juan Julián Merelo Guervós:
Using statistical tools to determine the significance and relative importance of the main parameters of an evolutionary algorithm. Intell. Data Anal. 17(5): 771-789 (2013)
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Juan Julián Merelo Guervós, Antonio Miguel Mora, Carlos Cotta:
Complex systems in sports: Introduction to the special issue. J. Syst. Sci. Complex. 26(1): 1-3 (2013)
[j39]
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Carlos Cotta, Antonio Miguel Mora, Juan Julián Merelo Guervós, Cecilia Merelo-Molina:
A network analysis of the 2010 FIFA world cup champion team play. J. Syst. Sci. Complex. 26(1): 21-42 (2013)
[j38]
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Juan Julián Merelo Guervós, Maribel García Arenas, David Corne, Juan Luis Jiménez Laredo, Francisco Fernández de Vega:
Preface. Nat. Comput. 12(2): 133-134 (2013)
[j37]
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K. Meri, Maribel García Arenas, Antonio Miguel Mora, Juan Julián Merelo Guervós, Pedro A. Castillo, Pablo García-Sánchez, Juan Luis Jiménez Laredo:
Cloud-based evolutionary algorithms: An algorithmic study. Nat. Comput. 12(2): 135-147 (2013)
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Juan Julián Merelo Guervós, Antonio Miguel Mora, Carlos M. Fernandes, Anna Isabel Esparcia-Alcázar:
Designing and testing a pool-based evolutionary algorithm. Nat. Comput. 12(2): 149-162 (2013)
[j35]
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Pablo García-Sánchez, Jesús González, Pedro A. Castillo, Maribel García Arenas, Juan Julián Merelo Guervós:
Service oriented evolutionary algorithms. Soft Comput. 17(6): 1059-1075 (2013)
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Antonio Miguel Mora, Pablo García-Sánchez, Juan Julián Merelo Guervós, Pedro A. Castillo:
Pareto-based multi-colony multi-objective ant colony optimization algorithms: an island model proposal. Soft Comput. 17(7): 1175-1207 (2013)
2012
[j33]
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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. Appl. Intell. 37(2): 239-254 (2012)
[j32]
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Antonio Miguel Mora, Antonio Fernández-Ares, Juan Julián Merelo Guervós, Pablo García-Sánchez, Carlos M. Fernandes:
Effect of Noisy Fitness in Real-Time Strategy Games Player Behaviour Optimisation Using Evolutionary Algorithms. J. Comput. Sci. Technol. 27(5): 1007-1023 (2012)
[j31]
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Maribel García Arenas, Pedro A. Castillo, Francisco Fernández de Vega, Juan Julián Merelo Guervós:
Using Student Conferences to Increase Participation in the Classroom: A Case Study. IEEE Trans. Educ. 55(4): 580-581 (2012)
2011
[j30]
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Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa:
A comparative study on the performance of dissortative mating and immigrants-based strategies for evolutionary dynamic optimization. Inf. Sci. 181(20): 4428-4459 (2011)
[j29]
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Lourdes Araujo, Juan Julián Merelo Guervós:
Diversity Through Multiculturality: Assessing Migrant Choice Policies in an Island Model. IEEE Trans. Evol. Comput. 15(4): 456-469 (2011)
2010
[j28]
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Eva Alfaro-Cid, Juan Julián Merelo Guervós, Francisco Fernández de Vega, Anna Isabel Esparcia-Alcázar, Ken Sharman:
Bloat Control Operators and Diversity in Genetic Programming: A Comparative Study. Evol. Comput. 18(2): 305-332 (2010)
[j27]
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Juan Luis Jiménez Laredo, A. E. Eiben, Maarten van Steen, Juan Julián Merelo Guervós:
EvAg: a scalable peer-to-peer evolutionary algorithm. Genet. Program. Evolvable Mach. 11(2): 227-246 (2010)
[j26]
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Lourdes Araujo, Juan Julián Merelo Guervós:
Automatic detection of trends in time-stamped sequences: an evolutionary approach. Soft Comput. 14(3): 211-227 (2010)
[j25]
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Juan Julián Merelo Guervós, Pedro A. Castillo, Enrique Alba:
Algorithm: : Evolutionary, a flexible Perl module for evolutionary computation. Soft Comput. 14(10): 1091-1109 (2010)
2009
[j24]
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Antonio Miguel Mora, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Cristian Millán, Juan Torrecillas:
CHAC, A MOACO algorithm for computation of bi-criteria military unit path in the battlefield: Presentation and first results. Int. J. Intell. Syst. 24(7): 818-843 (2009)
2008
[j23]
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Pedro A. Castillo, Juan Julián Merelo Guervós:
Parallel Multiobjective Optimization of Ensembles of Multilayer Perceptrons for pattern classification. Inteligencia Artif. 12(38): 5-25 (2008)
[j22]
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Juan Luis Jiménez Laredo, Pedro A. Castillo, Antonio Miguel Mora, Juan Julián Merelo Guervós, Carlos M. Fernandes:
Resilience to churn of a peer-to-peer evolutionary algorithm. Int. J. High Perform. Syst. Archit. 1(4): 260-268 (2008)
[j21]
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Beatriz Prieto, Fernando Tricas, Juan Julián Merelo Guervós, Antonio Mora García, Alberto Prieto:
Visualizing the evolution of a web-based social network. J. Netw. Comput. Appl. 31(4): 677-698 (2008)
[j20]
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Juan J. Samper, Pedro A. Castillo, Lourdes Araujo, Juan Julián Merelo Guervós, Oscar Cordón, Fernando Tricas:
NectaRSS, an intelligent RSS feed reader. J. Netw. Comput. Appl. 31(4): 793-806 (2008)
[j19]
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Juan Luis Jiménez Laredo, Pedro A. Castillo, Antonio Miguel Mora, Juan Julián Merelo Guervós:
Evolvable agents, a fine grained approach for distributed evolutionary computing: walking towards the peer-to-peer computing frontiers. Soft Comput. 12(12): 1145-1156 (2008)
2007
[j18]
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Carlos Cotta, Juan Julián Merelo Guervós:
Where is evolutionary computation going? A temporal analysis of the EC community. Genet. Program. Evolvable Mach. 8(3): 239-253 (2007)
[j17]
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Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Maribel García Arenas, Gustavo Romero:
Comparing evolutionary hybrid systems for design and optimization of multilayer perceptron structure along training parameters. Inf. Sci. 177(14): 2884-2905 (2007)
2006
[j16]
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Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Víctor Manuel Rivas Santos:
Finding a needle in a haystack using hints and evolutionary computation: the case of evolutionary MasterMind. Appl. Soft Comput. 6(2): 170-179 (2006)
[j15]
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Gregorio Robles, Jesús M. González-Barahona, Juan Julián Merelo Guervós:
Beyond source code: The importance of other artifacts in software development (a case study). J. Syst. Softw. 79(9): 1233-1248 (2006)
2005
[j14]
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Fatima Rateb, Bernard Pavard, Narjès Bellamine Ben Saoud, Juan Julián Merelo Guervós, Maribel García Arenas:
Modeling Malaria with Multi-Agent Systems. Int. J. Intell. Inf. Technol. 1(2): 17-27 (2005)
2004
[j13]
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Víctor Manuel Rivas Santos, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Francisco Javier García Castellano:
Evolving RBF neural networks for time-series forecasting with EvRBF. Inf. Sci. 165(3-4): 207-220 (2004)
2003
[j12]
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Víctor Manuel Rivas Santos, Juan Julián Merelo Guervós, Ignacio Rojas, Gustavo Romero, Pedro Ángel Castillo Valdivieso, J. Carpio:
Evolving two-dimensional fuzzy systems. Fuzzy Sets Syst. 138(2): 381-398 (2003)
2002
[j11]
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Brad Dolin, Juan Julián Merelo Guervós:
Resource Review: A Web-Based Tour of Genetic Programming. Genet. Program. Evolvable Mach. 3(3): 311-313 (2002)
[j10]
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Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Alberto Prieto, Ignacio Rojas, Gustavo Romero:
Statistical analysis of the parameters of a neuro-genetic algorithm. IEEE Trans. Neural Networks 13(6): 1374-1394 (2002)
[j9]
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Ignacio Rojas, Jesús González, Héctor Pomares, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Gustavo Romero:
Statistical analysis of the main parameters involved in the design of a genetic algorithm. IEEE Trans. Syst. Man Cybern. Part C 32(1): 31-37 (2002)
[j8]
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Jesús González, Ignacio Rojas, Héctor Pomares, Moisés Salmerón, Juan Julián Merelo Guervós:
Web newspaper layout optimization using simulated annealing. IEEE Trans. Syst. Man Cybern. Part B 32(5): 686-691 (2002)
2001
[j7]
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Pedro Ángel Castillo Valdivieso, Francisco Javier García Castellano, Juan Julián Merelo Guervós, Alberto Prieto:
Diseño de Redes Neuronales Artificiales mediante Algoritmos Evolutivos. Inteligencia Artif. 5(14): 2-32 (2001)
[j6]
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Jesús González, Ignacio Rojas, Héctor Pomares, Moisés Salmerón, Alberto Prieto, Juan Julián Merelo Guervós:
Optimization of web newspaper layout in real time. Comput. Networks 36(2/3): 311-321 (2001)
2000
[j5]
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Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Alberto Prieto, Víctor Manuel Rivas Santos, Gustavo Romero:
G-Prop: Global optimization of multilayer perceptrons using GAs. Neurocomputing 35(1-4): 149-163 (2000)
[j4]
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Pedro Ángel Castillo Valdivieso, J. Carpio, Juan Julián Merelo Guervós, Alberto Prieto, Víctor Manuel Rivas Santos, Gustavo Romero:
Evolving Multilayer Perceptrons. Neural Process. Lett. 12(2): 115-128 (2000)
1998
[j3]
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Juan Julián Merelo Guervós, Alberto Prieto, Federico Morán, Roberto Marabini, José María Carazo:
Automatic Classification of Biological Particles from Electron-microscopy Images Using Conventional and Genetic-algorithm Optimized Learning Vector Quantization. Neural Process. Lett. 8(1): 55-65 (1998)
1994
[j2]
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Juan Julián Merelo Guervós, Miguel A. Andrade, Alberto Prieto, Federico Morán:
Proteinotopic feature maps. Neurocomputing 6(4): 443-454 (1994)
1990
[j1]
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Inmaculada García, Juan Julián Merelo Guervós, Javier D. Bruguera, Emilio L. Zapata:
Parallel quadrant interlocking factorization on hypercube computers. Parallel Comput. 15(1-3): 87-100 (1990)

Conference and Workshop Papers

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2024
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Sérgio M. Rebelo, Juan Julián Merelo, João Bicker, Penousal Machado:
Evaluation Metrics for Automated Typographic Poster Generation. EvoMUSART 2024: 326-341
2023
[c284]
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  - conf/icsoft/GuervosGC23
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Juan Julián Merelo Guervós, Mario García-Valdez, Pedro A. Castillo:
An Analysis of Energy Consumption of JavaScript Interpreters with Evolutionary Algorithm Workloads. ICSOFT 2023: 175-184
[c283]
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Juan Julián Merelo Guervós, Mario García-Valdez, Pedro A. Castillo:
Energy Consumption of Evolutionary Algorithms in JavaScript. WIVACE 2023: 3-15
[c282]
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Juan Julián Merelo, M. Cristina Molinari:
Self-loops in Social Networks: Behavior of Eigenvector Centrality. WIVACE 2023: 366-380
2022
[c281]
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Juan Julián Merelo, Pedro A. Castillo, Antonio Mora García, Francisco Barranco, Noorhan Abbas, Alberto Guillén, Olia E. Tsivitanidou:
Exploring the Role of Chatbots and Messaging Applications in Higher Education: A Teacher's Perspective. HCI (28) 2022: 205-223
[c280]
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  - conf/ijcci/KhurmaAMC22
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Ruba Abu Khurma, Moutaz Alazab, Juan Julián Merelo, Pedro A. Castillo:
New Evolutionary Selection Operators for Snake Optimizer. IJCCI 2022: 82-90
2021
[c279]
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  - conf/cec/ValdezVTM21
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Mario García Valdez, Rene Márquez Valenzuela, Leonardo Trujillo, Juan Julián Merelo:
Random Selection of Parameters in Asynchronous Pool-Based Evolutionary Algorithms. CEC 2021: 2531-2538
[c278]
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  - conf/evoW/ValdezG21
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Mario García Valdez, Juan Julián Merelo Guervós:
Event-Driven Multi-algorithm Optimization: Mixing Swarm and Evolutionary Strategies. EvoApplications 2021: 747-762
[c277]
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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: 1522-1530
[c276]
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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: 185-198
[c275]
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Luis Liñán-Villafranca, Mario García-Valdez, Juan Julián Merelo, Pedro Ángel Castillo Valdivieso:
EvoMLP: A Framework for Evolving Multilayer Perceptrons. IWANN (2) 2021: 330-342
[c274]
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José Guzmán, Mario García-Valdez, Juan Julián Merelo Guervós:
Can Communication Topology Improve a Multi-swarm PSO Algorithms? WEA 2021: 3-12
2020
[c273]
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Ernesto Serrano Collado, Mario García Valdez, Juan Julián Merelo Guervós:
Improving evolution of service configurations for moving target defense. CEC 2020: 1-8
[c272]
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  - conf/evoW/CuevasGDAG20
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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: 54-69
[c271]
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  - conf/evoW/LaredoGFS20
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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: 197-211
[c270]
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Ernesto Serrano Collado, Pedro A. Castillo, Juan Julián Merelo Guervós:
Using Evolutionary Algorithms for Server Hardening via the Moving Target Defense Technique. EvoApplications 2020: 670-685
[c269]
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  - conf/evoW/MinguelaVG20
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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: 686-701
[c268]
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Ernesto Serrano Collado, Mario García Valdez, Juan Julián Merelo Guervós:
Moving target defense through evolutionary algorithms. GECCO Companion 2020: 285-286
[c267]
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  - conf/gecco/ColladoVG20a
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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: 1520-1527
[c266]
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Juan Julián Merelo Guervós, Mario García Valdez, Sergio Rojas Galeano:
Implementation matters, also in concurrent evolutionary algorithms. GECCO Companion 2020: 1591-1598
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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: 430-438
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Juan Julián Merelo, Mario García Valdez, Sergio Rojas Galeano:
Testing the Intermediate Disturbance Hypothesis in Concurrent Evolutionary Algorithms. WEA 2020: 3-15
2019
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Mohammed Salem, Antonio Miguel Mora, Juan Julián Merelo Guervós:
Beating uncertainty in racing bot evolution through enhanced exploration and pole position selection. CoG 2019: 1-8
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Laura Calle, Juan Julián Merelo Guervós, Antonio Mora García, José Mario García Valdez:
Free Form Evolution for Angry Birds Level Generation. EvoApplications 2019: 125-140
[c261]
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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: 405-412
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Laura Calle, Juan Julián Merelo Guervós, Antonio Mora García, Mario García Valdez:
Improved free form evolution for angry birds structures. GECCO (Companion) 2019: 133-134
[c259]
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Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós:
Genealogical patterns in evolutionary algorithms. GECCO (Companion) 2019: 283-284
[c258]
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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: 320-321
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Juan Julián Merelo Guervós:
Concurrency in evolutionary algorithms. GECCO (Companion) 2019: 1172-1174
[c256]
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Laura Calle, Juan Julián Merelo Guervós, Mario García Valdez, Antonio Mora García:
Speeding Up Evaluation of Structures for the Angry Birds Game. IJCCI 2019: 237-244
[c255]
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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: 16-27
2018
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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: 1-8
[c253]
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Mohammed Salem, Antonio Miguel Mora, Juan Julián Merelo Guervós:
The Evolutionary Race: Improving the Process of Evaluating Car Controllers in Racing Simulators. CIG 2018: 1-8
[c252]
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Mohammed Salem, Antonio Miguel Mora, Juan Julián Merelo Guervós, Pablo García-Sánchez:
Evolving a TORCS Modular Fuzzy Driver Using Genetic Algorithms. EvoApplications 2018: 342-357
[c251]
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Carlos M. Fernandes, Agostinho C. Rosa, Nuno Fachada, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós:
Particle swarm and population structure. GECCO (Companion) 2018: 85-86
[c250]
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José Mario García Valdez, Juan Julián Merelo Guervós:
A modern, event-based architecture for distributed evolutionary algorithms. GECCO (Companion) 2018: 233-234
[c249]
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Juan Julián Merelo Guervós:
Cloudy distributed evolutionary computation. GECCO (Companion) 2018: 1138-1140
[c248]
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Juan Julián Merelo Guervós, José Mario García Valdez:
Performance improvements of evolutionary algorithms in perl 6. GECCO (Companion) 2018: 1371-1378
[c247]
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Juan Julián Merelo Guervós, José Mario García Valdez:
Mapping evolutionary algorithms to a reactive, stateless architecture: using a modern concurrent language. GECCO (Companion) 2018: 1870-1877
[c246]
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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: 79-85
[c245]
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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: 248-254
[c244]
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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: 236-247
[c243]
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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: 342-353
[c242]
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Juan Julián Merelo Guervós, José Mario García Valdez:
Introducing an Event-Based Architecture for Concurrent and Distributed Evolutionary Algorithms. PPSN (1) 2018: 399-410
[c241]
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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: 477-489
[c240]
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Juan Julián Merelo Guervós, José Mario García Valdez:
Going Stateless in Concurrent Evolutionary Algorithms. WEA (1) 2018: 17-29
2017
[c239]
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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: 749-756
[c238]
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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: 545-552
[c237]
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Mohammed Salem, Antonio Miguel Mora, Juan Julián Merelo Guervós, Pablo García-Sánchez:
Driving in TORCS Using Modular Fuzzy Controllers. EvoApplications (1) 2017: 361-376
[c236]
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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: 689-704
[c235]
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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: 806-821
[c234]
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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: 1-6
[c233]
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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: 87-88
[c232]
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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: 205-206
[c231]
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Mario García Valdez, Juan Julián Merelo Guervós:
evospace-js: asynchronous pool-based execution of heterogeneous metaheuristics. GECCO (Companion) 2017: 1202-1208
[c230]
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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: 1750-1755
[c229]
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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: 41-61
[c228]
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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: 297-304
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Antonio Álvarez-Caballero, Juan Julián Merelo Guervós, Pablo García-Sánchez, Antonio Fernández-Ares:
Early Prediction of the Winner in StarCraft Matches. IJCCI 2017: 401-406
[c226]
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Juan Julián Merelo Guervós, Pedro A. Castillo, Mario García Valdez:
Finding Self-organized Criticality in Collaborative Work via Repository Mining. IWANN (1) 2017: 483-496
[c225]
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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: 75-85
2016
[c224]
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Mario García-Valdez, Pablo García-Sánchez, Paloma de las Cuevas, Juan Julián Merelo:
The human in the loop: volunteer-based metacomputers as a socio-technical system. ALIFE 2016: 648-655
[c223]
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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: 1602-1609
[c222]
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Pablo García-Sánchez, Alberto Paolo Tonda, Giovanni Squillero, Antonio Mora García, Juan Julián Merelo Guervós:
Evolutionary deckbuilding in hearthstone. CIG 2016: 1-8
[c221]
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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: 61-76
[c220]
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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: 35-42
[c219]
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Juan Julián Merelo Guervós, Pedro A. Castillo, Israel Blancas, Gustavo Romero, Pablo García-Sánchez, Antonio Fernández-Ares, Víctor M. Rivas, Mario García Valdez:
Benchmarking Languages for Evolutionary Algorithms. EvoApplications (2) 2016: 27-41
[c218]
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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: 107-117
[c217]
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Antonio Fernández-Ares, Pablo García-Sánchez, Antonio Miguel Mora, Pedro A. Castillo, Juan Julián Merelo Guervós:
There Can Be only One: Evolving RTS Bots via Joust Selection. EvoApplications (1) 2016: 541-557
[c216]
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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: 604-619
[c215]
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Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Asynchronous Steady State Particle Swarm. GECCO (Companion) 2016: 1-2
[c214]
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Juan Julián Merelo Guervós:
Cloudy Distributed Evolutionary Algorithms. GECCO (Companion) 2016: 819-821
[c213]
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Juan Julián Merelo Guervós, Pedro A. Castillo, Pablo García-Sánchez, Paloma de las Cuevas, Nuria Rico, Mario García Valdez:
Performance for the Masses: Experiments with A Web Based Architecture to Harness Volunteer Resources for Low Cost Distributed Evolutionary Computation. GECCO 2016: 837-844
[c212]
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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: 1323-1330
[c211]
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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: 1427-1428
[c210]
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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: 164-170
[c209]
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Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Pedro A. Castillo, Juan Julián Merelo Guervós:
EvoloPy: An Open-source Nature-inspired Optimization Framework in Python. IJCCI (ECTA) 2016: 171-177
[c208]
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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: 167-177
[c207]
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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: 548-557
[c206]
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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: 1012-1022
[c205]
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Antonio Fernández-Ares, Maribel García Arenas, Antonio Mora García, Pedro A. Castillo, Juan Julián Merelo Guervós:
Comparing Wireless Traffic Tracking with Regular Traffic Control Systems for the Detection of Congestions in Streets. Smart-CT 2016: 42-51
2015
[c204]
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Pablo García-Sánchez, Alberto Paolo Tonda, Antonio Miguel Mora, Giovanni Squillero, Juan Julián Merelo Guervós:
Towards automatic StarCraft strategy generation using genetic programming. CIG 2015: 284-291
[c203]
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Antonio Fernández-Ares, Pablo García-Sánchez, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, María Isabel García Arenas, Gustavo Romero:
It's Time to Stop: A Comparison of Termination Conditions in the Evolution of Game Bots. EvoApplications 2015: 355-368
[c202]
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Rubén Héctor García-Ortega, Pablo García-Sánchez, Juan Julián Merelo Guervós, María Isabel García Arenas, Pedro Ángel Castillo Valdivieso, Antonio Miguel Mora:
How the World Was MADE: Parametrization of Evolved Agent-Based Models for Backstory Generation. EvoApplications 2015: 443-454
[c201]
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Juan Julián Merelo Guervós:
Low or no cost distributed evolutionary computation. GECCO (Companion) 2015: 703-706
[c200]
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Juan Julián Merelo Guervós, Pablo García-Sánchez:
Designing and Modeling a Browser-Based DistributedEvolutionary Computation System. GECCO (Companion) 2015: 1117-1124
[c199]
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Paloma de las Cuevas Delgado, Juan Julián Merelo Guervós, Pablo García-Sánchez:
Soft Computing Techniques Applied to Corporate and Personal Security. GECCO (Companion) 2015: 1193-1196
[c198]
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Juan Julián Merelo Guervós, Federico Liberatore, Antonio Fernández-Ares, Rubén Héctor García-Ortega, Zeineb Chelly, Carlos Cotta, Nuria Rico, Antonio Miguel Mora, Pablo García-Sánchez:
There is Noisy Lunch: A Study of Noise in Evolutionary Optimization Problems. IJCCI (ECTA) 2015: 261-268
[c197]
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Juan Luis Martin Acal, Gustavo Romero López, Pablo Palacín Gómez, Pablo García-Sánchez, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso:
Cybersecurity and Honeypots: Experience in a Scientific Network Infrastructure. IJCCI (ECTA) 2015: 313-318
[c196]
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Carlos Cotta, Antonio José Fernández Leiva, Francisco Fernández de Vega, Francisco Chávez de la O, Juan Julián Merelo Guervós, Pedro A. Castillo, David Camacho, Gema Bello Orgaz:
Ephemeral Computing and Bioinspired Optimization. IJCCI (ECTA) 2015: 319-324
[c195]
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Nuria Rico, Maribel García Arenas, Desirée Romero, J. M. Crespo, Pedro A. Castillo, Juan Julián Merelo Guervós:
Comparing Optimization Methods, in Continuous Space, for Modelling with a Diffusion Process. IWANN (2) 2015: 380-390
2014
[c194]
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Rubén Héctor García-Ortega, Pablo García-Sánchez, Antonio Mora García, Juan Julián Merelo:
My Life as a Sim: Evolving Unique and Engaging Life Stories Using Virtual Worlds. ALIFE 2014: 580-587
[c193]
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Fernando Tricas, José Manuel Colom, Juan Julián Merelo Guervós:
Computing Minimal Siphons in Petri Net Models of Resource Allocation Systems: An Evolutionary Approach. PNSE @ Petri Nets 2014: 307-322
[c192]
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Federico Liberatore, Antonio Miguel Mora, Pedro A. Castillo, Juan Julián Merelo Guervós:
Evolving Evil: optimizing flocking strategies through genetic algorithms for the ghost team in the game of Ms. Pac-Man. CoSECivi 2014: 111-116
[c191]
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Antonio Fernández-Ares, Pablo García-Sánchez, Antonio Miguel Mora, Pedro A. Castillo, Juan Julián Merelo Guervós:
Designing competitive bots for a real time strategy game using genetic programming. CoSECivi 2014: 159-172
[c190]
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Federico Liberatore, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós:
Evolving Evil: Optimizing Flocking Strategies Through Genetic Algorithms for the Ghost Team in the Game of Ms. Pac-Man. EvoApplications 2014: 313-324
[c189]
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Antonio Fernández-Ares, Antonio Miguel Mora, Maribel García Arenas, Juan Julián Merelo Guervós, Pablo García-Sánchez, Pedro Ángel Castillo Valdivieso:
Co-Evolutionary Optimization of Autonomous Agents in a Real-Time Strategy Game. EvoApplications 2014: 374-385
[c188]
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Pablo García-Sánchez, Antonio Fernández-Ares, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso, Jesús González, Juan Julián Merelo Guervós:
Tree Depth Influence in Genetic Programming for Generation of Competitive Agents for RTS Games. EvoApplications 2014: 411-421
[c187]
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Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa:
Dynamic and Partially Connected Ring Topologies for Evolutionary Algorithms with Structured Populations. EvoApplications 2014: 665-677
[c186]
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Mario García Valdez, Juan Julián Merelo Guervós, Francisco Fernández de Vega:
Unreliable Heterogeneous Workers in a Pool-Based Evolutionary Algorithm. EvoApplications 2014: 726-737
[c185]
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Víctor Manuel Rivas Santos, Juan Julián Merelo Guervós, Gustavo Romero López, Maribel García Arenas, Antonio Miguel Mora:
An Object-Oriented Library in JavaScript to Build Modular and Flexible Cross-Platform Evolutionary Algorithms. EvoApplications 2014: 853-862
[c184]
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Rubén Héctor García-Ortega, Pablo García-Sánchez, Antonio Miguel Mora, Juan Julián Merelo Guervós:
A methodology for designing emergent literary backstories on non-player characters using genetic algorithms. GECCO (Companion) 2014: 49-50
[c183]
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  - conf/gecco/GuervosCMES14
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Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Miguel Mora, Anna Isabel Esparcia-Alcázar, Víctor Manuel Rivas Santos:
Assessing different architectures for evolutionary algorithms in javascript. GECCO (Companion) 2014: 119-120
[c182]
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Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Antonio Mora García, Anna Esparcia-Alcázar, Víctor Manuel Rivas Santos:
NodEO, a multi-paradigm distributed evolutionary algorithm platform in JavaScript. GECCO (Companion) 2014: 1155-1162
[c181]
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Antonio Miguel Mora, Paloma de las Cuevas, Juan Julián Merelo Guervós, Sergio Zamarripa, Anna Isabel Esparcia-Alcázar:
Enforcing corporate security policies via computational intelligence techniques. GECCO (Companion) 2014: 1245-1252
[c180]
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  - conf/idc/Merelo14
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Juan Julián Merelo Guervós:
Low or No Cost Distributed Evolutionary Computation. IDC 2014: 3-4
[c179]
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Pablo García-Sánchez, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso, Jesús González, Juan Julián Merelo Guervós:
A Methodology to Develop Service Oriented Evolutionary Algorithms. IDC 2014: 119-125
[c178]
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Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Antonio Miguel Mora, Antonio Fernández-Ares, Anna Esparcia-Alcázar, Carlos Cotta, Nuria Rico:
Studying and Tackling Noisy Fitness in Evolutionary Design of Game Characters. IJCCI (ECTA) 2014: 76-85
[c177]
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Juan Julián Merelo Guervós, Zeineb Chelly, Antonio Mora García, Antonio Fernández-Ares, Anna Isabel Esparcia-Alcázar, Carlos Cotta, Paloma de las Cuevas, Nuria Rico:
A Statistical Approach to Dealing with Noisy Fitness in Evolutionary Algorithms. IJCCI (Selected Papers) 2014: 79-95
[c176]
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Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa:
Particle Swarms with Dynamic Topologies and Conservation of Function Evaluations. IJCCI (ECTA) 2014: 86-94
[c175]
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Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa:
Particle Swarm Optimization with Dynamic Topology and Conservation of Evaluations. IJCCI (Selected Papers) 2014: 97-111
[c174]
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Antonio Miguel Mora, Paloma de las Cuevas, Juan Julián Merelo Guervós:
Going a Step Beyond the Black and White Lists for URL Accesses in the Enterprise by Means of Categorical Classifiers. IJCCI (ECTA) 2014: 125-134
[c173]
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  - conf/ijcci/CruzMAC14
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José Albert Cruz, Juan Julián Merelo Guervós, Liesner Acevedo-Martínez, Paloma de las Cuevas:
Implementing Parallel Genetic Algorithm Using Concurrent-functional Languages. IJCCI (ECTA) 2014: 169-175
[c172]
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Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Rafael Nogueras, Agostinho C. Rosa:
Shuffle and Mate: A Dynamic Model for Spatially Structured Evolutionary Algorithms. PPSN 2014: 50-59
[c171]
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Mario García Valdez, Leonardo Trujillo, Juan Julián Merelo Guervós, Francisco Fernández de Vega:
Randomized Parameter Settings for Heterogeneous Workers in a Pool-Based Evolutionary Algorithm. PPSN 2014: 702-710
[c170]
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Antonio Miguel Mora, Paloma de las Cuevas, Juan Julián Merelo Guervós, Sergio Zamarripa, M. Juan, Anna Isabel Esparcia-Alcázar, M. Burvall, H. Arfwedson, Z. Hodaie:
MUSES: a corporate user-centric system which applies computational intelligence methods. SAC 2014: 1719-1723
2013
[c169]
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  - conf/cec/ValdezMTGV13
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Mario García Valdez, Alejandra Mancilla, Leonardo Trujillo, Juan Julián Merelo Guervós, Francisco Fernández de Vega:
Is there a free lunch for cloud-based evolutionary algorithms? IEEE Congress on Evolutionary Computation 2013: 1255-1262
[c168]
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Juan Julián Merelo Guervós, Antonio Miguel Mora, Pedro A. Castillo, Carlos Cotta, Mario García Valdez:
A search for scalable evolutionary solutions to the game of MasterMind. IEEE Congress on Evolutionary Computation 2013: 2298-2305
[c167]
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Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Carlos Cotta, Juan Julián Merelo Guervós:
A study on time-varying partially connected topologies for the particle swarm. IEEE Congress on Evolutionary Computation 2013: 2450-2456
[c166]
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Leonardo Trujillo, Mario García Valdez, Francisco Fernández de Vega, Juan Julián Merelo Guervós:
Fireworks: Evolutionary art project based on EvoSpace-interactive. IEEE Congress on Evolutionary Computation 2013: 2871-2878
[c165]
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Anna Isabel Esparcia-Alcázar, Anaís Martínez-García, Pablo García-Sánchez, Juan Julián Merelo Guervós, Antonio Miguel Mora:
Towards a multiobjective evolutionary approach to inventory and routing management in a retail chain. IEEE Congress on Evolutionary Computation 2013: 3166-3173
[c164]
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Carlos M. Fernandes, Antonio Mora García, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa:
Photo rendering with swarms: From figurative to abstract pherogenic imaging. CICAC 2013: 32-39
[c163]
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Carlos M. Fernandes, Juanlu J. Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa:
Adapting the Bak-Sneppen Model to a Dynamic and Partially Connected Grid of Hierarchical Species. ECAL 2013: 523-530
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Mario García Valdez, Leonardo Trujillo, Francisco Fernández de Vega, Juan Julián Merelo Guervós, Gustavo Olague:
EvoSpace-Interactive: A Framework to Develop Distributed Collaborative-Interactive Evolutionary Algorithms for Artistic Design. EvoMUSART 2013: 121-132
[c161]
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Javier Maestro-Montojo, Juan Julián Merelo Guervós, Sancho Salcedo-Sanz:
Comparing Evolutionary Algorithms to Solve the Game of MasterMind. EvoApplications 2013: 304-313
[c160]
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Mario García Valdez, Leonardo Trujillo, Francisco Fernández de Vega, Juan Julián Merelo Guervós, Gustavo Olague:
EvoSpace: A Distributed Evolutionary Platform Based on the Tuple Space Model. EvoApplications 2013: 499-508
[c159]
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Juan Julián Merelo Guervós, Antonio Miguel Mora, Carlos Cotta, Nuria Rico:
Influence of selective pressure on quality of solutions and speed of evolutionary mastermind. FOCI 2013: 122-129
[c158]
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Carlos M. Fernandes, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Carlos Cotta, Agostinho C. Rosa:
Partially connected topologies for particle swarm. GECCO (Companion) 2013: 11-12
[c157]
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Antonio Miguel Mora, Pablo García-Sánchez, Juan Julián Merelo Guervós, Pedro A. Castillo:
Migration study on a pareto-based island model for MOACOs. GECCO 2013: 57-64
[c156]
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Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, Anna Isabel Esparcia-Alcázar:
Improving evolutionary solutions to the game of mastermind using an entropy-based scoring method. GECCO 2013: 829-836
[c155]
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Mario García Valdez, Juan Julián Merelo Guervós, Leonardo Trujillo, Francisco Fernández de Vega, José C. Romero, Alejandra Mancilla:
EvoSpace-i: a framework for interactive evolutionary algorithms. GECCO (Companion) 2013: 1301-1308
[c154]
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Pablo García-Sánchez, María Isabel García Arenas, Antonio Miguel Mora, Pedro A. Castillo, Carlos M. Fernandes, Paloma de las Cuevas, Gustavo Romero, Jesús González, Juan Julián Merelo Guervós:
Developing services in a service oriented architecture for evolutionary algorithms. GECCO (Companion) 2013: 1341-1348
[c153]
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  - conf/gecco/CruzGGC13
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J. Albert Cruz, Juan Julián Merelo Guervós, Antonio Mora García, Paloma de las Cuevas:
Adapting evolutionary algorithms to the concurrent functional language Erlang. GECCO (Companion) 2013: 1723-1724
[c152]
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Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Carlos Cotta, Juan Julián Merelo Guervós:
Performance and Scalability of Particle Swarms with Dynamic and Partially Connected Grid Topologies. IJCCI 2013: 47-55
[c151]
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Elisabet Parras-Gutierrez, Víctor M. Rivas, Juan Julián Merelo Guervós:
The L-Co-R Co-evolutionary Algorithm - A Comparative Analysis in Medium-term Time-series Forecasting Problems. IJCCI 2013: 144-151
[c150]
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Pablo García-Sánchez, Juan Julián Merelo Guervós, D. Calandria, Ana Belén Pelegrina, R. Morcillo, F. Palacio, Rubén Héctor García-Ortega:
Testing the Differences of using RGB and HSV Histograms during Evolution in Evolutionary Art. IJCCI 2013: 168-174
[c149]
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Juan Julián Merelo Guervós:
The Art of Programming Evolutionary Algorithms. IJCCI 2013: IS-9
[c148]
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Antonio Miguel Mora, Francisco Aisa, Ricardo Caballero, Pablo García-Sánchez, Juan Julián Merelo Guervós, Pedro A. Castillo, Raúl Lara-Cabrera:
Designing and Evolving an Unreal TournamentTM 2004 Expert Bot. IWANN (2) 2013: 312-323
[c147]
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José Carpio, Pablo García-Sánchez, Antonio Miguel Mora, Juan Julián Merelo Guervós, Jesús Caraballo, Fermín Vaz, Carlos Cotta:
Evolving the Strategies of Agents for the ANTS Game. IWANN (2) 2013: 324-333
[c146]
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Juan Julián Merelo Guervós, Antonio Miguel Mora, Carlos Cotta, Antonio José Fernández Leiva:
Finding an Evolutionary Solution to the Game of Mastermind with Good Scaling Behavior. LION 2013: 288-293
[c145]
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R. M. Hidalgo-Bermúdez, M. S. Rodríguez-Domingo, Antonio Miguel Mora, Pablo García-Sánchez, Juan Julián Merelo Guervós, Antonio José Fernández Leiva:
Evolutionary FSM-Based Agents for Playing Super Mario Game. LION 2013: 357-363
[c144]
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Juan Luis Jiménez Laredo, Bernabé Dorronsoro Díaz, Carlos M. Fernandes, Juan Julián Merelo Guervós, Pascal Bouvry:
Oversized Populations and Cooperative Selection: Dealing with Massive Resources in Parallel Infrastructures. LION 2013: 444-449
[c143]
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Rafael Nogueras, Carlos Cotta, Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Agostinho C. Rosa:
An Analysis of a Selecto-Lamarckian Model of Multimemetic Algorithms with Dynamic Self-organized Topology. TPNC 2013: 205-216
2012
[c142]
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Juan Julián Merelo Guervós, Antonio Miguel Mora, Carlos M. Fernandes, Anna Isabel Esparcia-Alcázar, Juan Luis Jiménez Laredo:
Pool vs. Island Based Evolutionary Algorithms: An Initial Exploration. 3PGCIC 2012: 19-24
[c141]
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Juan Julián Merelo Guervós, Antonio Mora García, J. Albert Cruz, Anna Isabel Esparcia-Alcázar, Carlos Cotta:
Scaling in distributed evolutionary algorithms with persistent population. IEEE Congress on Evolutionary Computation 2012: 1-8
[c140]
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Antonio Fernández-Ares, Pablo García-Sánchez, Antonio Miguel Mora, Juan Julián Merelo Guervós:
Adaptive bots for real-time strategy games via map characterization. CIG 2012: 417-721
[c139]
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Pablo García-Sánchez, A. E. Eiben, Evert Haasdijk, Berend Weel, Juan Julián Merelo Guervós:
Testing Diversity-Enhancing Migration Policies for Hybrid On-Line Evolution of Robot Controllers. EvoApplications 2012: 52-62
[c138]
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Antonio Miguel Mora, Antonio Fernández-Ares, Juan Julián Merelo Guervós, Pablo García-Sánchez:
Dealing with Noisy Fitness in the Design of a RTS Game Bot. EvoApplications 2012: 234-244
[c137]
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Juan Luis Jiménez Laredo, Pascal Bouvry, Sanaz Mostaghim, Juan Julián Merelo Guervós:
Validating a Peer-to-Peer Evolutionary Algorithm. EvoApplications 2012: 436-445
[c136]
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Juan Julián Merelo Guervós, Antonio Miguel Mora, J. Albert Cruz, Anna Isabel Esparcia-Alcázar:
Pool-Based Distributed Evolutionary Algorithms Using an Object Database. EvoApplications 2012: 446-455
[c135]
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Juan Julián Merelo Guervós, Carlos M. Fernandes, Antonio Miguel Mora, Anna Isabel Esparcia-Alcázar:
SofEA: a pool-based framework for evolutionary algorithms using CouchDB. GECCO (Companion) 2012: 109-116
[c134]
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Carlos Miguel Fernandes, Antonio Miguel Mora, Juan Julián Merelo Guervós, Francisco Fernández, Agostinho C. Rosa:
Generating colored 2-dimensional representations of sleep EEG with the KANTS clustering algorithm. GECCO (Companion) 2012: 435-442
[c133]
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Carlos Miguel Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa, Francisco Fernández:
Particle swarm with self-organized criticality. GECCO (Companion) 2012: 1397-1398
[c132]
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Juan Julián Merelo Guervós, Antonio Miguel Mora, Anna Isabel Esparcia-Alcázar, Carlos M. Fernandes:
Validating design choices in a pool-based distributed evolutionary algorithms architecture. GECCO (Companion) 2012: 1517-1518
[c131]
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Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa:
A Time-Varying Inertia Weight Strategy for Particles Swarms Based on Self-Organized Criticality. IJCCI (Selected Papers) 2012: 49-62
[c130]
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Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Using Self-organized Criticality for Adjusting the Parameters of a Particle Swarm. IJCCI 2012: 62-71
[c129]
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Carlos M. Fernandes, Antonio Mora García, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Photorealistic Rendering with an Ant Algorithm. IJCCI (Selected Papers) 2012: 63-77
[c128]
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Carlos M. Fernandes, Antonio Mora García, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Pherogenic Drawings - Generating Colored 2-dimensional Abstract Representations of Sleep EEG with the KANTS Algorithm. IJCCI 2012: 72-80
[c127]
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Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Controlling the Parameters of the Particle Swarm Optimization with a Self-Organized Criticality Model. PPSN (2) 2012: 153-163
2011
[c126]
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Maribel García Arenas, Juan Julián Merelo Guervós, Antonio Miguel Mora, Pedro A. Castillo, Gustavo Romero, Juan Luis Jiménez Laredo:
Assessing speed-ups in commodity cloud storage services for distributed evolutionary algorithms. IEEE Congress on Evolutionary Computation 2011: 304-311
[c125]
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Carlos M. Fernandes, Carlos Isidoro, Fábio Barata, Agostinho C. Rosa, Juan Julián Merelo Guervós:
From pherographia to color pherographia: Color sketching with artificial ants. IEEE Congress on Evolutionary Computation 2011: 1124-1131
[c124]
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Antonio Fernández-Ares, Antonio Miguel Mora, Juan Julián Merelo Guervós, Pablo García-Sánchez, Carlos M. Fernandes:
Optimizing player behavior in a real-time strategy game using evolutionary algorithms. IEEE Congress on Evolutionary Computation 2011: 2017-2024
[c123]
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Juan Julián Merelo Guervós, Antonio Miguel Mora, Carlos Cotta:
Optimizing worst-case scenario in evolutionary solutions to the MasterMind puzzle. IEEE Congress on Evolutionary Computation 2011: 2669-2676
[c122]
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Juan Luis Jiménez Laredo, Daniel Lombraña Gonzalez, Francisco Fernández de Vega, Maribel García Arenas, Juan Julián Merelo Guervós:
A Peer-to-Peer Approach to Genetic Programming. EuroGP 2011: 108-117
[c121]
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Carlos M. Fernandes, Juan Luis Jiménez Laredo, Antonio Miguel Mora, Agostinho C. Rosa, Juan Julián Merelo Guervós:
A Study on the Mutation Rates of a Genetic Algorithm Interacting with a Sandpile. EvoApplications (1) 2011: 32-42
[c120]
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Juan Julián Merelo Guervós, Carlos Cotta, Antonio Mora García:
Improving and Scaling Evolutionary Approaches to the MasterMind Problem. EvoApplications (1) 2011: 103-112
[c119]
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Maribel García Arenas, Juan Julián Merelo Guervós, Pedro A. Castillo, Juan Luis Jiménez Laredo, Gustavo Romero, Antonio Miguel Mora:
Using free cloud storage services for distributed evolutionary algorithms. GECCO 2011: 1603-1610
[c118]
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Antonio Miguel Mora, Juan Julián Merelo Guervós, Pedro A. Castillo, Maribel García Arenas, Pablo García-Sánchez, Juan Luis Jiménez Laredo, Gustavo Romero:
A Study of Parallel Approaches in MOACOs for Solving the Bicriteria TSP. IWANN (2) 2011: 316-324
[c117]
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Antonio Fernández-Ares, Antonio Miguel Mora, Juan Julián Merelo Guervós, Pablo García-Sánchez, Carlos M. Fernandes:
Optimizing Strategy Parameters in a Game Bot. IWANN (2) 2011: 325-332
[c116]
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Juan Julián Merelo Guervós, Gustavo Romero, Maribel García Arenas, Pedro A. Castillo, Antonio Miguel Mora, Juan Luis Jiménez Laredo:
Implementation Matters: Programming Best Practices for Evolutionary Algorithms. IWANN (2) 2011: 333-340
[c115]
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Gustavo Romero, Maribel García Arenas, Pedro A. Castillo, Juan Julián Merelo Guervós, Antonio Miguel Mora:
Online vs. Offline ANOVA Use on Evolutionary Algorithms. IWANN (2) 2011: 341-347
[c114]
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Carlos M. Fernandes, Juan Luis Jiménez Laredo, Antonio Miguel Mora, Agostinho C. Rosa, Juan Julián Merelo Guervós:
The Sandpile Mutation Operator for Genetic Algorithms. LION 2011: 552-566
[c113]
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Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos M. Fernandes, Antonio Miguel Mora, Maribel García Arenas, Pedro A. Castillo, Pablo García-Sánchez:
Analysing the Performance of Different Population Structures for an Agent-Based Evolutionary Algorithm. LION 2011: 582-585
[c112]
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Maribel García Arenas, Juan Julián Merelo Guervós, Pedro A. Castillo, Gustavo Romero, Juan Luis Jiménez Laredo, Antonio Miguel Mora:
Cloud-based Evolutionary Parallel Computation Using Low Cost Storage Services. NCCA 2011: 56-61
2010
[c111]
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Maribel García Arenas, Juan Luis Jiménez Laredo, Pedro A. Castillo, Pablo García-Sánchez, Antonio Miguel Mora, Alberto Prieto, Juan Julián Merelo Guervós:
Statistical analysis of the parameters of the simulated annealing algorithm. IEEE Congress on Evolutionary Computation 2010: 1-8
[c110]
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Anna Isabel Esparcia-Alcázar, Eva Alfaro-Cid, Pablo García-Sánchez, Ana Isabel Martínez García, Juan Julián Merelo Guervós, Ken Sharman:
An evolutionary approach to integrated inventory and routing management in a real world case. IEEE Congress on Evolutionary Computation 2010: 1-7
[c109]
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Anna Isabel Esparcia-Alcázar, Ana Isabel Martínez García, Antonio Mora García, Juan Julián Merelo Guervós, Pablo García-Sánchez:
Controlling bots in a First Person Shooter game using genetic algorithms. IEEE Congress on Evolutionary Computation 2010: 1-8
[c108]
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Juan Julián Merelo Guervós:
Fluid evolutionary algorithms. IEEE Congress on Evolutionary Computation 2010: 1-8
[c107]
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Juan Julián Merelo Guervós, Antonio Miguel Mora, Thomas Philip Runarsson, Carlos Cotta:
Assessing efficiency of different evolutionary strategies playing MasterMind. CIG 2010: 38-45
[c106]
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Antonio Miguel Mora, M. A. Moreno, Juan Julián Merelo Guervós, Pedro A. Castillo, Maribel García Arenas, Juan Luis Jiménez Laredo:
Evolving the cooperative behaviour in Unreal™ bots. CIG 2010: 241-248
[c105]
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Juan Julián Merelo Guervós, Thomas Philip Runarsson:
Finding Better Solutions to the Mastermind Puzzle Using Evolutionary Algorithms. EvoApplications (1) 2010: 121-130
[c104]
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Daniel Lombraña Gonzalez, Juan Luis Jiménez Laredo, Francisco Fernández de Vega, Juan Julián Merelo Guervós:
Characterizing Fault-Tolerance of Genetic Algorithms in Desktop Grid Systems. EvoCOP 2010: 131-142
[c103]
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Antonio Miguel Mora, Ramón Montoya, Juan Julián Merelo Guervós, Pablo García-Sánchez, Pedro A. Castillo, Juan Luis Jiménez Laredo, Ana Isabel Martínez García, Anna Esparcia-Alcázar:
Evolving Bot AI in Unreal^TM. EvoApplications (1) 2010: 171-180
[c102]
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Juan Julián Merelo Guervós, Antonio Miguel Mora, Thomas Philip Runarsson:
Beating exhaustive search at its own game: revisiting evolutionary mastermind. GECCO 2010: 291-292
[c101]
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Anna Isabel Esparcia-Alcázar, Anaís Martínez-García, Antonio Miguel Mora, Juan Julián Merelo Guervós, Pablo García-Sánchez:
Genetic evolution of fuzzy finite state machines to control bots in a first-person shooter game. GECCO 2010: 829-830
[c100]
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Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Investigating Replacement Strategies for the Adaptive Dissortative Mating Genetic Algorithm. IJCCI (ICEC) 2010: 104-113
[c99]
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Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Enhancing the Adaptive Dissortative Mating Genetic Algorithm in Fast Non-stationary Fitness Functions. IJCCI (Selected Papers) 2010: 115-130
[c98]
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Antonio Miguel Mora, Luis Javier Herrera, José Miguel Urquiza Ortiz, Ignacio Rojas, Juan Julián Merelo Guervós:
Applying support vector machines and mutual information to book losses prediction. IJCNN 2010: 1-7
[c97]
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Antonio Miguel Mora, Carlos M. Fernandes, Luis Javier Herrera, Pedro A. Castillo, Juan Julián Merelo Guervós, Fernando Rojas, Agostinho C. Rosa:
Sleeping with ants, SVMs, multilayer perceptrons and SOMs. ISDA 2010: 126-131
[c96]
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Antonio Miguel Mora, Juan Julián Merelo Guervós, Pedro A. Castillo, Juan Luis Jiménez Laredo, Pablo García-Sánchez, Maribel García Arenas:
Studying the Influence of the Objective Balancing Parameter in the Performance of a Multi-Objective Ant Colony Optimization Algorithm. NICSO 2010: 163-176
[c95]
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Pablo García-Sánchez, Jesús González, Pedro A. Castillo, Juan Julián Merelo Guervós, Antonio Miguel Mora, Juan Luis Jiménez Laredo, Maribel García Arenas:
A Distributed Service Oriented Framework for Metaheuristics Using a Public Standard. NICSO 2010: 211-222
[c94]
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Thomas Philip Runarsson, Juan Julián Merelo Guervós:
Adapting Heuristic Mastermind Strategies to Evolutionary Algorithms. NICSO 2010: 255-267
[c93]
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Pablo García-Sánchez, Juan Julián Merelo Guervós, Pedro A. Castillo, Jesús González, Juan Luis Jiménez Laredo, Antonio Mora García, María Isabel García Arenas:
Evolution of XPath Lists for Document Data Selection. PPSN (2) 2010: 341-350
[c92]
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Carlos Cotta, Juan Julián Merelo Guervós, Antonio Mora García, Thomas Philip Runarsson:
Entropy-Driven Evolutionary Approaches to the Mastermind Problem. PPSN (2) 2010: 421-431
[c91]
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María Isabel García Arenas, Pedro Ángel Castillo Valdivieso, Antonio Mora García, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pablo García-Sánchez:
Statistical Analysis of Parameter Setting in Real-Coded Evolutionary Algorithms. PPSN (2) 2010: 452-461
2009
[c90]
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Lourdes Araujo, Juan Julián Merelo Guervós:
Multikulti algorithm: Using genotypic differences in adaptive distributed evolutionary algorithm migration policies. IEEE Congress on Evolutionary Computation 2009: 2858-2865
[c89]
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Carlos M. Fernandes, Cláudio F. Lima, Juan Luis Jiménez Laredo, Agostinho C. Rosa, Juan Julián Merelo Guervós:
An Ant-Based Rule for UMDA's Update Strategy. ECAL (2) 2009: 391-398
[c88]
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Eva Alfaro-Cid, Anna Esparcia-Alcázar, Pilar Moya, Beatriu Femenia-Ferrer, Ken Sharman, Juan Julián Merelo Guervós:
Modeling Pheromone Dispensers Using Genetic Programming. EvoWorkshops 2009: 635-644
[c87]
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Juan Luis Jiménez Laredo, Carlos M. Fernandes, Juan Julián Merelo Guervós, Christian Gagné:
Improving genetic algorithms performance via deterministic population shrinkage. GECCO 2009: 819-826
[c86]
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Lourdes Araujo, Juan Julián Merelo Guervós, Antonio Mora García, Carlos Cotta:
Genotypic differences and migration policies in an island model. GECCO 2009: 1331-1338
[c85]
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Eva Alfaro-Cid, Anna Esparcia-Alcázar, Pilar Moya, Juan Julián Merelo Guervós, Beatriu Femenia-Ferrer, Ken Sharman, Jaime Primo:
Multiobjective genetic programming approach for a smooth modeling of the release kinetics of a pheromone dispenser. GECCO (Companion) 2009: 2225-2230
[c84]
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Juan Luis Jiménez Laredo, Carlos M. Fernandes, Antonio Mora García, Pedro A. Castillo, Pablo García-Sánchez, Juan Julián Merelo Guervós:
Studying the Cache Size in a Gossip-Based Evolutionary Algorithm. IDC 2009: 131-140
[c83]
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Elisabet Parras-Gutierrez, Víctor M. Rivas, María José del Jesus, Juan Julián Merelo Guervós:
Designing Radial Basis Function Neural Networks with Meta-Evolutionary Algorithms: The Effect of Chromosome Codification. IWANN (2) 2009: 37-40
[c82]
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Pablo García-Sánchez, Juan P. Sevilla, Juan Julián Merelo Guervós, Antonio Miguel Mora, Pedro A. Castillo, Juan Luis Jiménez Laredo, Francisco Casado:
Pervasive Evolutionary Algorithms on Mobile Devices. IWANN (2) 2009: 163-170
[c81]
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Maribel García Arenas, Elisabet Parras-Gutierrez, Víctor M. Rivas, Pedro A. Castillo, María José del Jesus, Juan Julián Merelo Guervós:
Parallelizing the Design of Radial Basis Function Neural Networks by Means of Evolutionary Meta-algorithms. IWANN (1) 2009: 383-390
[c80]
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Daniel Lombraña Gonzalez, Francisco Fernández de Vega, Leonardo Trujillo, Gustavo Olague, Lourdes Araujo, Pedro A. Castillo, Juan Julián Merelo Guervós, Ken Sharman:
Increasing GP Computing Power for Free via Desktop GRID Computing and Virtualization. PDP 2009: 419-423
2008
[c79]
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Antonio Miguel Mora, Carlos Miguel Fernandes, Juan Julián Merelo Guervós, Vitorino Ramos, Juan Luis Jiménez Laredo, Agostinho C. Rosa:
KohonAnts - A Self-Organizing Ant Algorithm for Clustering and Pattern Classification. ALIFE 2008: 428-435
[c78]
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Carlos M. Fernandes, Antonio Miguel Mora, Juan Julián Merelo Guervós, Vitorino Ramos, Juan Luis Jiménez Laredo, Agostinho C. Rosa:
KANTS: Artifical Ant System for Classification. ANTS Conference 2008: 339-346
[c77]
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Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Juan Luis Jiménez Laredo, Antonio Mora García, Alberto Prieto:
Asynchronous distributed genetic algorithms with Javascript and JSON. IEEE Congress on Evolutionary Computation 2008: 1372-1379
[c76]
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Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Miquel Moretó, Francisco J. Cazorla, Mateo Valero, Antonio Miguel Mora, Juan Luis Jiménez Laredo, Sally A. McKee:
Evolutionary system for prediction and optimization of hardware architecture performance. IEEE Congress on Evolutionary Computation 2008: 1941-1948
[c75]
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Juan Luis Jiménez Laredo, Pedro Ángel Castillo Valdivieso, Antonio Miguel Mora, Juan Julián Merelo Guervós:
Exploring population structures for locally concurrent and massively parallel Evolutionary Algorithms. IEEE Congress on Evolutionary Computation 2008: 2605-2612
[c74]
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Eva Alfaro-Cid, Pedro Ángel Castillo Valdivieso, Anna Esparcia-Alcázar, Ken Sharman, Juan Julián Merelo Guervós, Alberto Prieto, Antonio Miguel Mora, Juan Luis Jiménez Laredo:
Comparing multiobjective evolutionary ensembles for minimizing type I and II errors for bankruptcy prediction. IEEE Congress on Evolutionary Computation 2008: 2902-2908
[c73]
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Antonio Miguel Mora, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Juan Luis Jiménez Laredo, Carlos Cotta:
Influence of parameters on the performance of a MOACO algorithm for solving the bi-criteria military path-finding problem. IEEE Congress on Evolutionary Computation 2008: 3507-3514
[c72]
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Pablo García-Sánchez, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso:
Improving Evolution of XSLT Stylesheets Using Heuristic Operators. DCAI 2008: 161-170
[c71]
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Pedro Ángel Castillo Valdivieso, G. Fernández, Juan Julián Merelo Guervós, José Luis Bernier, Antonio Miguel Mora, Juan Luis Jiménez Laredo, Pablo García-Sánchez:
Evolving Machine Microprograms: Application to the CODE2 Microarchitecture. DCAI 2008: 461-470
[c70]
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Elisabet Parras-Gutierrez, María José del Jesus, Juan Julián Merelo Guervós, Víctor M. Rivas:
A Symbiotic CHC Co-evolutionary Algorithm for Automatic RBF Neural Networks Design. DCAI 2008: 663-671
[c69]
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Juan Luis Jiménez Laredo, A. E. Eiben, Maarten van Steen, Pedro A. Castillo, Antonio Miguel Mora, Juan Julián Merelo Guervós:
P2P Evolutionary Algorithms: A Suitable Approach for Tackling Large Instances in Hard Optimization Problems. Euro-Par 2008: 622-631
[c68]
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Eva Alfaro-Cid, Antonio Miguel Mora, Juan Julián Merelo Guervós, Anna Esparcia-Alcázar, Ken Sharman:
A SOM and GP Tool for Reducing the Dimensionality of a Financial Distress Prediction Problem. EvoWorkshops 2008: 123-132
[c67]
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Pedro A. Castillo, Antonio Miguel Mora, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Miquel Moretó, Francisco J. Cazorla, Mateo Valero, Sally A. McKee:
Architecture Performance Prediction Using Evolutionary Artificial Neural Networks. EvoWorkshops 2008: 175-183
[c66]
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Carlos M. Fernandes, Juan Julián Merelo Guervós, Vitorino Ramos, Agostinho C. Rosa:
A self-organized criticality mutation operator for dynamic optimization problems. GECCO 2008: 937-944
[c65]
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Pedro Ángel Castillo Valdivieso, G. Fernández, Antonio Mora García, Juan Julián Merelo Guervós, José Luis Bernier, Alberto Prieto:
Evolving machine microprograms. GECCO 2008: 1103-1104
[c64]
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Antonio Mora García, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Eva Alfaro-Cid, Anna Esparcia-Alcázar, Ken Sharman:
Discovering causes of financial distress by combining evolutionary algorithms and artificial neural networks. GECCO 2008: 1243-1250
[c63]
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Pablo García-Sánchez, Juan Julián Merelo Guervós, Juan P. Sevilla, Juan Luis Jiménez Laredo, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso:
Automatic generation of XSLT stylesheets using evolutionary algorithms. GECCO 2008: 1701-1702
[c62]
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Eva Alfaro-Cid, Anna Esparcia-Alcázar, Ken Sharman, Francisco Fernández de Vega, Juan Julián Merelo Guervós:
Prune and Plant: A New Bloat Control Method for Genetic Programming. HIS 2008: 31-35
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Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Tracking Extrema in Dynamic Fitness Functions with Dissortative Mating Genetic Algorithms. HIS 2008: 59-64
[c60]
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Elisabet Parras-Gutierrez, María José del Jesus, Víctor M. Rivas, Juan Julián Merelo Guervós:
Study of the Robustness of a Meta-Algorithm for the Estimation of Parameters in Artificial Neural Networks Design. HIS 2008: 519-524
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Juan Luis Jiménez Laredo, Ágoston E. Eiben, Maarten van Steen, Juan Julián Merelo Guervós:
On the Run-Time Dynamics of a Peer-to-Peer Evolutionary Algorithm. PPSN 2008: 236-245
[c58]
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Juan Julián Merelo Guervós, Antonio Miguel Mora, Pedro A. Castillo, Juan Luis Jiménez Laredo, Lourdes Araujo, Ken Sharman, Anna Esparcia-Alcázar, Eva Alfaro-Cid, Carlos Cotta:
Testing the Intermediate Disturbance Hypothesis: Effect of Asynchronous Population Incorporation on Multi-Deme Evolutionary Algorithms. PPSN 2008: 266-275
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Juan Luis Jiménez Laredo, Pedro A. Castillo, Antonio Miguel Mora, Juan Julián Merelo Guervós, Agostinho Cláudio da Rosa, Carlos M. Fernandes:
Evolvable Agents in Static and Dynamic Optimization Problems. PPSN 2008: 488-497
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Anna Esparcia-Alcázar, Ana Isabel Martínez García, José Miguel Albarracín-Guillem, Marta E. Palmer-Gato, Juan Julián Merelo Guervós, Ken Sharman, Eva Alfaro-Cid:
A Multiobjective Evolutionary Algorithm for the Linear Shelf Space Allocation Problem. PPSN 2008: 1001-1010
[c55]
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Pablo García-Sánchez, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Antonio Mora García, Pedro A. Castillo:
Evolving XSLT Stylesheets for Document Transformation. PPSN 2008: 1021-1030
2007
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Antonio Miguel Mora, Juan Julián Merelo Guervós, Cristian Millán, Juan Torrecillas, Juan Luis Jiménez Laredo, Pedro Ángel Castillo Valdivieso:
Comparing ACO Algorithms for Solving the Bi-criteria Military Path-Finding Problem. ECAL 2007: 665-674
[c53]
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  - conf/evoW/LaredoCPMAEM07
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Juan Luis Jiménez Laredo, Pedro Ángel Castillo Valdivieso, Ben Paechter, Antonio Miguel Mora, Eva Alfaro-Cid, Anna Esparcia-Alcázar, Juan Julián Merelo Guervós:
Empirical Validation of a Gossiping Communication Mechanism for Parallel EAs. EvoWorkshops 2007: 129-136
[c52]
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Antonio Miguel Mora, Juan Julián Merelo Guervós, Cristian Millán, Juan Torrecillas, Juan Luis Jiménez Laredo, Pedro Ángel Castillo Valdivieso:
Enhancing a MOACO for Solving the Bi-criteria Pathfinding Problem for a Military Unit in a Realistic Battlefield. EvoWorkshops 2007: 712-721
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Juan Julián Merelo Guervós, Carlos Cotta:
Who is the best connected EC researcher? GECCO 2007: 1526
[c50]
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Lourdes Araujo, Juan Julián Merelo Guervós:
A genetic algorithm for dynamic modelling and prediction of activity in document streams. GECCO 2007: 1896-1903
[c49]
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Anna Esparcia-Alcázar, Lidia Lluch-Revert, Manuel Cardós, Ken Sharman, Juan Julián Merelo Guervós:
Configuring an evolutionary tool for the inventory and transportation problem. GECCO 2007: 1975-1982
[c48]
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  - conf/gecco/EibenSLCMG07
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A. E. Eiben, Marc Schoenauer, Juan Luis Jiménez Laredo, Pedro Ángel Castillo Valdivieso, Antonio Miguel Mora, Juan Julián Merelo Guervós:
Exploring selection mechanisms for an agent-based distributed evolutionary algorithm. GECCO (Companion) 2007: 2801-2808
[c47]
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Juan Julián Merelo Guervós, Antonio Mora García, Juan Luis Jiménez Laredo, Juan Lupión, Fernando Tricas:
Browser-based distributed evolutionary computation: performance and scaling behavior. GECCO (Companion) 2007: 2851-2858
[c46]
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Antonio Miguel Mora, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pedro Ángel Castillo Valdivieso, Cristian Millán, Juan Torrecillas:
Balancing safety and speed in the military path finding problem: analysis of different ACO algorithms. GECCO (Companion) 2007: 2859-2864
[c45]
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Carlos Cotta, Juan Julián Merelo Guervós:
Complex networks and evolutionary computation. GECCO (Companion) 2007: 3078-3092
[c44]
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Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo:
Distributed evolutionary computation for fun and profit. GECCO (Companion) 2007: 3251-3266
[c43]
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  - conf/iwann/MoraLCG07
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Antonio Miguel Mora, Juan Luis Jiménez Laredo, Pedro A. Castillo, Juan Julián Merelo Guervós:
Predicting Financial Distress: A Case Study Using Self-organizing Maps. IWANN 2007: 774-781
[c42]
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  - conf/iwann/PrietoGPT07
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Beatriz Prieto, Juan Julián Merelo Guervós, Alberto Prieto, Fernando Tricas:
Analyzing a Web-Based Social Network Using Kohonen's SOM. IWANN 2007: 911-918
[c41]
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Antonio Miguel Mora, Juan Julián Merelo Guervós, Carlos Briones, Federico Morán, Juan Luis Jiménez Laredo:
Clustering and Visualizing HIV Quasispecies Using Kohonen's Self-Organizing Maps. IWANN 2007: 940-947
2006
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Lourdes Araujo, José A. Cuesta, Juan Julián Merelo Guervós:
Genetic Algorithm for Burst Detection and Activity Tracking in Event Streams. PPSN 2006: 302-311
[c39]
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  - conf/ppsn/ValdiviesoAGSR06
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Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Gustavo Romero:
Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern Classification. PPSN 2006: 453-462
2005
[c38]
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Gustavo Romero, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós:
Evolutionary Design of a Brain-Computer Interface. IWANN 2005: 669-676
[c37]
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Pedro Ángel Castillo Valdivieso, Gustavo Romero, Maribel García Arenas, Juan Julián Merelo Guervós, Alberto Prieto:
Designing a Control System for an Autonomous Robot Using an Evolutionary Algorithm. IWANN 2005: 685-692
2004
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  - conf/eurogp/CastilloAMRRP04
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Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Juan Julián Merelo Guervós, Gustavo Romero, Fatima Rateb, Alberto Prieto:
Comparing Hybrid Systems to Design and Optimize Artificial Neural Networks. EuroGP 2004: 240-249
[c35]
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  - conf/fuzzy/ArenasVRRG04
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Maribel García Arenas, Pedro Ángel Castillo Valdivieso, Gustavo Romero, Fatima Rateb, Juan Julián Merelo Guervós:
Co-evolving Multilayer Perceptrons Along Training Sets. Fuzzy Days 2004: 503-513
[c34]
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  - conf/ppsn/GuervosV04
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Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso:
Conference Paper Assignment Using a Combined Greedy/Evolutionary Algorithm. PPSN 2004: 602-611
2003
[c33]
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  - conf/iwann/ValdiviesoAGL03
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Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Juan Julián Merelo Guervós, Gustavo Romero:
Cooperative Co-evolution of Multilayer Perceptrons. IWANN (1) 2003: 358-365
[c32]
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Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Gustavo Romero, Maribel García Arenas:
Specifying Evolutionary Algorithms in XML. IWANN (1) 2003: 502-509
[c31]
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Gustavo Romero, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós:
Visualization of Neural Net Evolution. IWANN (1) 2003: 534-541
[c30]
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  - conf/iwann/VieiraVG03
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Armando Vieira, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós:
Application of HLVQ and G-Prop Neural Networks to the Problem of Bankruptcy Prediction. IWANN (2) 2003: 655-662
2002
[c29]
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  - conf/cec/MiloneMR02
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Diego H. Milone, Juan Julián Merelo, Hugo Leonardo Rufiner:
Evolutionary algorithm for speech segmentation. IEEE Congress on Evolutionary Computation 2002: 1115-1120
[c28]
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Maribel García Arenas, Brad Dolin, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Ignacio Fernández De Viana, Marc Schoenauer:
JEO: Java Evolving Objects. GECCO 2002: 991-994
[c27]
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Brad Dolin, Maribel García Arenas, Juan Julián Merelo Guervós:
Opposites Attract: Complementary Phenotype Selection for Crossover in Genetic Programming. PPSN 2002: 142-152
[c26]
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Gustavo Romero, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Francisco Javier García Castellano, Maribel García Arenas:
Genetic Algorithm Visualization Using Self-organizing Maps. PPSN 2002: 442-451
[c25]
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Víctor Manuel Rivas Santos, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós:
Evolved RBF Networks for Time-Series Forecasting and Function Approximation. PPSN 2002: 505-516
[c24]
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Maribel García Arenas, Pierre Collet, A. E. Eiben, Márk Jelasity, Juan Julián Merelo Guervós, Ben Paechter, Mike Preuß, Marc Schoenauer:
A Framework for Distributed Evolutionary Algorithms. PPSN 2002: 665-675
[c23]
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Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Francisco Javier García Castellano, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Gustavo Romero:
Optimisation of Multilayer Perceptrons Using a Distributed Evolutionary Algorithm with SOAP. PPSN 2002: 676-688
2001
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  - conf/ae/KeijzerMRS01
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Maarten Keijzer, Juan Julián Merelo Guervós, Gustavo Romero, Marc Schoenauer:
Evolving Objects: A General Purpose Evolutionary Computation Library. Artificial Evolution 2001: 231-244
[c21]
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  - conf/ae/CasillasCHM01
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Jorge Casillas, Oscar Cordón, Francisco Herrera, Juan Julián Merelo Guervós:
Cooperative Coevolution for Learning Fuzzy Rule-Based Systems. Artificial Evolution 2001: 311-322
[c20]
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Víctor Manuel Rivas Santos, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós:
Evolving RBF Neural Networks. IWANN (1) 2001: 506-513
[c19]
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Gustavo Romero, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Alberto Prieto:
Using SOM for Neural Network Visualization. IWANN (1) 2001: 629-636
2000
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  - conf/annimab/PascualBGC00
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Alberto Pascual, Montserrat Barcéna, Juan Julián Merelo Guervós, José María Carazo:
Self-Organizing Networks for Mapping and Clustering Biological Macromolecules Images. ANNIMAB 2000: 283-288
[c17]
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  - conf/cec/PaechterBSSEMF00
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Ben Paechter, Thomas Bäck, Marc Schoenauer, Michèle Sebag, Ágoston E. Eiben, Juan Julián Merelo, Terence C. Fogarty:
A Distributed Resource Evolutionary Algorithm Machine (DREAM). CEC 2000: 951-958
[c16]
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Gustavo Romero, Maribel García Arenas, Francisco Javier García Castellano, Pedro Ángel Castillo Valdivieso, J. Carpio, Juan Julián Merelo Guervós, Alberto Prieto, Víctor Manuel Rivas Santos:
Evolutionary Computation Visualization: Application to G-PROP. PPSN 2000: 902-912
1999
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Pedro A. Castillo, Víctor M. Rivas, Juan Julián Merelo, J. Gonzalez, Alberto Prieto, G. Romero:
G-Prop-II: global optimization of multilayer perceptrons using GAs. CEC 1999: 2022-2030
[c14]
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  - conf/ecal/Ruiz-MirazoMMPM99
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Kepa Ruiz-Mirazo, Alvaro Moreno, Federico Morán, Juli Peretó, Juan Julián Merelo Guervós:
Designing a Simulation Model of a Self-Maintaining Cellular System. ECAL 1999: 379-388
[c13]
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Pedro Ángel Castillo Valdivieso, Víctor Manuel Rivas Santos, Juan Julián Merelo Guervós, Jesús González, Alberto Prieto, Gustavo Romero:
G-Prop-III: Global Optimization of Multilayer Perceptrons using an Evolutionary Algorithm. GECCO 1999: 942
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Alberto Pascual, Montserrat Barcéna, Juan Julián Merelo Guervós, José María Carazo:
Application of the Fuzzy Kohonen Clustering Network to Biological Macromolecules Images Classification. IWANN (2) 1999: 331-340
[c11]
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Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Gustavo Romero, Pedro Ángel Castillo Valdivieso, Alberto Pascual, José María Carazo:
Improved Automatic Classification of Biological Particles from Electron-Microscopy Images Using Genetic Neural Nets. IWANN (2) 1999: 373-382
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Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Jesús González, Víctor Manuel Rivas Santos, Gustavo Romero:
SA-Prop: Optimization of Multilayer Perceptron Parameters Using Simulated Annealing. IWANN (1) 1999: 661-670
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Jesús González, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Víctor Manuel Rivas Santos, Gustavo Romero:
Optimizing Web Newspaper Layout Using Simulated Annealing. IWANN (2) 1999: 759-768
1998
[c8]
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Jesús González Peñalver, Juan Julián Merelo Guervós:
Optimizing Web Page Layout Using an Annealed Genetic Algorithm as Client-Side Script. PPSN 1998: 1018-1027
1997
[c7]
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Juan Julián Merelo Guervós, Alberto Prieto, Federico Morán, Roberto Marabini, José María Carazo:
A GA-optimized Neural Network for Classification of Biological Particles from Electron-Microscopy Images. IWANN 1997: 1174-1182
1996
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José Luis Bernier, C. Ilia Herráiz, Juan Julián Merelo Guervós, S. Olmeda, Alberto Prieto:
Solving Master Mind Using GAs and Simulated Annealing: A Case of Dynamic Constraint Optimization. PPSN 1996: 554-563
1995
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Juan Julián Merelo Guervós, Alberto Prieto:
g-lvq, a combination of genetic algorithms and lvq. ICANNGA 1995: 92-95
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José Luis Bernier, Juan Julián Merelo Guervós, Julio Ortega, Alberto Prieto:
Test Pattern Generation for Analog Circuits Using Neural Networks and Evolutive Algorithms. IWANN 1995: 838-844
1994
[c3]
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Marcello Chiaberge, Juan Julián Merelo Guervós, Leonardo Maria Reyneri, Alberto Prieto, L. Zocca:
A comparison of neural networks, linear controllers, genetic algorithms and simulated annealing for real time control. ESANN 1994
1993
[c2]
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Juan Julián Merelo Guervós, M. Patón, Antonio Cañas, Alberto Prieto, Federico Morán:
Optimization of a Competitive Learning Neural Network by Genetic Algorithms. IWANN 1993: 185-192
1991
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Juan Julián Merelo Guervós, Miguel A. Andrade, Carlos Ureña, Alberto Prieto, Federico Morán:
Application of Vector Quantization Algorithms to Protein Classification and Secondary Structure Computation. IWANN 1991: 415-421

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2016
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Paloma de las Cuevas, Zeineb Chelly, Antonio Miguel Mora, Juan Julián Merelo Guervós, Anna Isabel Esparcia-Alcázar:
An Improved Decision System for URL Accesses Based on a Rough Feature Selection Technique. Recent Advances in Computational Intelligence in Defense and Security 2016: 139-167
2012
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Daniel Lombraña Gonzalez, Juan Luis Jiménez Laredo, Francisco Fernández de Vega, Juan Julián Merelo Guervós:
Characterizing Fault-Tolerance in Evolutionary Algorithms. Parallel Architectures and Bioinspired Algorithms 2012: 77-99
2010
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Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso:
Evolvable Agents: A Framework for Peer-to-Peer Evolutionary Algorithms. Parallel and Distributed Computational Intelligence 2010: 43-62
2009
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Anna Esparcia-Alcázar, Manuel Cardós, Juan Julián Merelo Guervós, Anaís Martínez-García, Pablo García-Sánchez, Eva Alfaro-Cid, Ken Sharman:
EVITA: An Integral Evolutionary Methodology for the Inventory and Transportation Problem. Bio-inspired Algorithms for the Vehicle Routing Problem 2009: 151-172
2007
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Antonio Miguel Mora, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pedro A. Castillo, Pablo García-Sánchez, Juan P. Sevilla, Cristian Millán, Juan Torrecillas:
hCHAC-4, an ACO Algorithm for Solving the Four-Criteria Military Path-finding Problem. NICSO 2007: 73-84

Editorship

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2023
[e25]
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Mohammed Salem, Juan Julián Merelo, Patrick Siarry, Rochdi Bachir Bouiadjra, Mohamed Debakla, Fatima Debbat:
Artificial Intelligence: Theories and Applications - First International Conference, ICAITA 2022, Mascara, Algeria, November 7-8, 2022, Revised Selected Papers. Communications in Computer and Information Science 1769, Springer 2023, ISBN 978-3-031-28539-4 [contents]
2021
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Thomas Bäck, Christian Wagner, Jonathan M. Garibaldi, H. K. Lam, Marie Cottrell, Juan Julián Merelo, Kevin Warwick:
Proceedings of the 13th International Joint Conference on Computational Intelligence, IJCCI 2021, Online Streaming, October 25-27, 2021. SCITEPRESS 2021, ISBN 978-989-758-534-0 [contents]
2020
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Juan Julián Merelo Guervós, Jonathan M. Garibaldi, Christian Wagner, Thomas Bäck, Kurosh Madani, Kevin Warwick:
Proceedings of the 12th International Joint Conference on Computational Intelligence, IJCCI 2020, Budapest, Hungary, November 2-4, 2020. SCITEPRESS 2020, ISBN 978-989-758-475-6 [contents]
2019
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Christophe Sabourin, Juan Julián Merelo Guervós, Kurosh Madani, Kevin Warwick:
Computational Intelligence - 9th International Joint Conference, IJCCI 2017 Funchal-Madeira, Portugal, November 1-3, 2017 Revised Selected Papers. Studies in Computational Intelligence 829, Springer 2019, ISBN 978-3-030-16468-3 [contents]
[e21]
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Juan Julián Merelo Guervós, Jonathan M. Garibaldi, Alejandro Linares-Barranco, Kurosh Madani, Kevin Warwick:
Proceedings of the 11th International Joint Conference on Computational Intelligence, IJCCI 2019, Vienna, Austria, September 17-19, 2019. ScitePress 2019, ISBN 978-989-758-384-1 [contents]
2018
[e20]
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Christophe Sabourin, Juan Julián Merelo Guervós, Alejandro Linares-Barranco, Kurosh Madani, Kevin Warwick:
Proceedings of the 10th International Joint Conference on Computational Intelligence, IJCCI 2018, Seville, Spain, September 18-20, 2018. SciTePress 2018, ISBN 978-989-758-327-8 [contents]
2017
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Juan Julián Merelo Guervós, Agostinho C. Rosa, José Manuel Cadenas, António Dourado Correia, Kurosh Madani, António E. B. Ruano, Joaquim Filipe:
Computational Intelligence - International Joint Conference, IJCCI 2015 Lisbon, Portugal, November 12-14, 2015, Revised Selected Papers. Studies in Computational Intelligence 669, Springer 2017, ISBN 978-3-319-48504-1 [contents]
[e18]
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Christophe Sabourin, Juan Julián Merelo Guervós, Una-May O'Reilly, Kurosh Madani, Kevin Warwick:
Proceedings of the 9th International Joint Conference on Computational Intelligence, IJCCI 2017, Funchal, Madeira, Portugal, November 1-3, 2017. SciTePress 2017, ISBN 978-989-758-274-5 [contents]
2016
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Juan Julián Merelo Guervós, Agostinho C. Rosa, José Manuel Cadenas, António Dourado, Kurosh Madani, Joaquim Filipe:
Computational Intelligence - International Joint Conference, IJCCI 2014 Rome, Italy, October 22-24, 2014 Revised Selected Papers. Studies in Computational Intelligence 620, Springer 2016, ISBN 978-3-319-26391-5 [contents]
[e16]
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Juan Julián Merelo Guervós, Fernando Melício, José Manuel Cadenas, António Dourado, Kurosh Madani, António E. B. Ruano, Joaquim Filipe:
Proceedings of the 8th International Joint Conference on Computational Intelligence, IJCCI 2016, Volume 1: ECTA, Porto, Portugal, November 9-11, 2016. SciTePress 2016, ISBN 978-989-758-201-1 [contents]
[e15]
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Juan Julián Merelo Guervós, Fernando Melício, José Manuel Cadenas, António Dourado, Kurosh Madani, António E. B. Ruano, Joaquim Filipe:
Proceedings of the 8th International Joint Conference on Computational Intelligence, IJCCI 2016, Volume 2: FCTA, Porto, Portugal, November 9-11, 2016. SciTePress 2016, ISBN 978-989-758-201-1 [contents]
[e14]
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Juan Julián Merelo Guervós, Fernando Melício, José Manuel Cadenas, António Dourado, Kurosh Madani, António E. B. Ruano, Joaquim Filipe:
Proceedings of the 8th International Joint Conference on Computational Intelligence, IJCCI 2016, Volume 3: NCTA, Porto, Portugal, November 9-11, 2016. SciTePress 2016, ISBN 978-989-758-201-1 [contents]
2015
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Agostinho C. Rosa, Juan Julián Merelo Guervós, António Dourado, José Manuel Cadenas, Kurosh Madani, António E. B. Ruano, Joaquim Filipe:
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015) - Volume 1: ECTA, Lisbon, Portugal, November 12-14, 2015. SciTePress 2015, ISBN 978-989-758-157-1 [contents]
[e12]
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Agostinho C. Rosa, Juan Julián Merelo Guervós, António Dourado, José Manuel Cadenas, Kurosh Madani, António E. B. Ruano, Joaquim Filipe:
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015) - Volume 2: FCTA, Lisbon, Portugal, November 12-14, 2015. SciTePress 2015, ISBN 978-989-758-157-1 [contents]
[e11]
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Agostinho C. Rosa, Juan Julián Merelo Guervós, António Dourado, José Manuel Cadenas, Kurosh Madani, António E. B. Ruano, Joaquim Filipe:
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015) - Volume 3: NCTA, Lisbon, Portugal, November 12-14, 2015. SciTePress 2015, ISBN 978-989-758-157-1 [contents]
2014
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Miguel Nicolau, Krzysztof Krawiec, Malcolm I. Heywood, Mauro Castelli, Pablo García-Sánchez, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Kevin Sim:
Genetic Programming - 17th European Conference, EuroGP 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8599, Springer 2014, ISBN 978-3-662-44302-6 [contents]
[e9]
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Agostinho C. Rosa, Juan Julián Merelo Guervós, Joaquim Filipe:
ECTA 2014 - Proceedings of the International Conference on Evolutionary Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22-24 October, 2014. SciTePress 2014, ISBN 978-989-758-052-9 [contents]
2012
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Cecilia Di Chio, Alexandros Agapitos, Stefano Cagnoni, Carlos Cotta, Francisco Fernández de Vega, Gianni A. Di Caro, Rolf Drechsler, Anikó Ekárt, Anna Isabel Esparcia-Alcázar, Muddassar Farooq, William B. Langdon, Juan Julián Merelo Guervós, Mike Preuss, Hendrik Richter, Sara Silva, Anabela Simões, Giovanni Squillero, Ernesto Tarantino, Andrea Tettamanzi, Julian Togelius, Neil Urquhart, Sima Uyar, Georgios N. Yannakakis:
Applications of Evolutionary Computation - EvoApplications 2012: EvoCOMNET, EvoCOMPLEX, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoNUM, EvoPAR, EvoRISK, EvoSTIM, and EvoSTOC, Málaga, Spain, April 11-13, 2012, Proceedings. Lecture Notes in Computer Science 7248, Springer 2012, ISBN 978-3-642-29177-7 [contents]
2011
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Cecilia Di Chio, Stefano Cagnoni, Carlos Cotta, Marc Ebner, Anikó Ekárt, Anna Esparcia-Alcázar, Juan Julián Merelo Guervós, Ferrante Neri, Mike Preuss, Hendrik Richter, Julian Togelius, Georgios N. Yannakakis:
Applications of Evolutionary Computation - EvoApplications 2011: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Torino, Italy, April 27-29, 2011, Proceedings, Part I. Lecture Notes in Computer Science 6624, Springer 2011, ISBN 978-3-642-20524-8 [contents]
2010
[e6]
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Cecilia Di Chio, Stefano Cagnoni, Carlos Cotta, Marc Ebner, Anikó Ekárt, Anna Esparcia-Alcázar, Chi Keong Goh, Juan Julián Merelo Guervós, Ferrante Neri, Mike Preuss, Julian Togelius, Georgios N. Yannakakis:
Applications of Evolutionary Computation, EvoApplicatons 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part I. Lecture Notes in Computer Science 6024, Springer 2010, ISBN 978-3-642-12238-5 [contents]
2006
[e5]
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Thomas Philip Runarsson, Hans-Georg Beyer, Edmund K. Burke, Juan Julián Merelo Guervós, L. Darrell Whitley, Xin Yao:
Parallel Problem Solving from Nature - PPSN IX, 9th International Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings. Lecture Notes in Computer Science 4193, Springer 2006, ISBN 3-540-38990-3 [contents]
2004
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Xin Yao, Edmund K. Burke, José Antonio Lozano, Jim Smith, Juan Julián Merelo Guervós, John A. Bullinaria, Jonathan E. Rowe, Peter Tiño, Ata Kabán, Hans-Paul Schwefel:
Parallel Problem Solving from Nature - PPSN VIII, 8th International Conference, Birmingham, UK, September 18-22, 2004, Proceedings. Lecture Notes in Computer Science 3242, Springer 2004, ISBN 3-540-23092-0 [contents]
2002
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Juan Julián Merelo Guervós, Panagiotis Adamidis, Hans-Georg Beyer, José Luis Fernández-Villacañas Martín, Hans-Paul Schwefel:
Parallel Problem Solving from Nature - PPSN VII, 7th International Conference, Granada, Spain, September 7-11, 2002, Proceedings. Lecture Notes in Computer Science 2439, Springer 2002, ISBN 3-540-44139-5 [contents]
2000
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Marc Schoenauer, Kalyanmoy Deb, Günter Rudolph, Xin Yao, Evelyne Lutton, Juan Julián Merelo Guervós, Hans-Paul Schwefel:
Parallel Problem Solving from Nature - PPSN VI, 6th International Conference, Paris, France, September 18-20, 2000, Proceedings. Lecture Notes in Computer Science 1917, Springer 2000, ISBN 3-540-41056-2 [contents]
1995
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Federico Morán, Alvaro Moreno, Juan Julián Merelo Guervós, Pablo Chacón:
Advances in Artificial Life, Third European Conference on Artificial Life, Granada, Spain, June 4-6, 1995, Proceedings. Lecture Notes in Computer Science 929, Springer 1995, ISBN 3-540-59496-5 [contents]

Informal and Other Publications

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2024
[i47]
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Juan Luis Jiménez Laredo, Carlos M. Fernandes, Juan Julián Merelo, Christian Gagné:
Improving genetic algorithms performance via deterministic population shrinkage. CoRR abs/2401.12121 (2024)
[i46]
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  - journals/corr/abs-2401-17224
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Juan Luis Jiménez Laredo, Pedro A. Castillo, Antonio M. Mora, Juan Julián Merelo:
Evolvable Agents, a Fine Grained Approach for Distributed Evolutionary Computing: Walking towards the Peer-to-Peer Computing Frontiers. CoRR abs/2401.17224 (2024)
[i45]
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Juan Julián Merelo, Pedro A. Castillo, Juan Luis Jiménez Laredo, Antonio M. Mora, Alberto Prieto:
Asynchronous Distributed Genetic Algorithms with Javascript and JSON. CoRR abs/2401.17234 (2024)
[i44]
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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 abs/2402.05791 (2024)
[i43]
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Sérgio M. Rebelo, Juan Julián Merelo, João Bicker, Penousal Machado:
Evaluation Metrics for Automated Typographic Poster Generation. CoRR abs/2402.06945 (2024)
2022
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  - journals/corr/abs-2201-10289
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Juan Julián Merelo, Pedro A. Castillo, Antonio Miguel Mora, Francisco Barranco, Noorhan Abbas, Alberto Guillén, Olia E. Tsivitanidou:
Chatbots and messaging platforms in the classroom: an analysis from the teacher's perspective. CoRR abs/2201.10289 (2022)
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Juan Julián Merelo Guervós:
What is a good doge? Analyzing the patrician social network of the Republic of Venice. CoRR abs/2209.07334 (2022)
2021
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Juan Julián Merelo Guervós:
Agile (data) science: a (draft) manifesto. CoRR abs/2104.12545 (2021)
[i39]
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  - journals/corr/abs-2105-00420
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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 abs/2105.00420 (2021)
2020
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  - journals/corr/abs-2006-05380
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Rubén Héctor García-Ortega, Pablo García-Sánchez, Juan Julián Merelo Guervós:
Tropes in films: an initial analysis. CoRR abs/2006.05380 (2020)
[i37]
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  - journals/corr/abs-2011-09821
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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 abs/2011.09821 (2020)
2019
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  - journals/corr/abs-1905-11044
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Bartolomé Ortiz, Juan Julián Merelo Guervós:
Power laws in code repositories: A skeptical approach. CoRR abs/1905.11044 (2019)
2018
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  - journals/corr/abs-1809-10959
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Rubén Héctor García-Ortega, Juan Julián Merelo Guervós, Pablo García-Sánchez, Gad Pitaru:
Overview of PicTropes, a film trope dataset. CoRR abs/1809.10959 (2018)
2017
[i34]
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Juan Julián Merelo Guervós, Elena Merelo-Molina:
Temporal evolution of notoriety of Wikipedia pages with origin in social networks. CoRR abs/1703.03424 (2017)
[i33]
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Juan Julián Merelo Guervós:
Artificial life, complex systems and cloud computing: a short review. CoRR abs/1710.02553 (2017)
[i32]
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  - journals/corr/abs-1712-10179
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Juan Julián Merelo Guervós, Antonio Fernández-Ares, Antonio Álvarez-Caballero, Pablo García-Sánchez, Víctor M. Rivas:
RedDwarfData: a simplified dataset of StarCraft matches. CoRR abs/1712.10179 (2017)
2016
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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 abs/1601.01607 (2016)
[i30]
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Juan Julián Merelo Guervós:
Evolution of the number of GitHub users in Spain. CoRR abs/1601.07862 (2016)
2015
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Juan Julián Merelo Guervós, Nuria Rico, Israel Blancas, Maribel García Arenas, Fernando Tricas, José Antonio Vacas:
Measuring the local GitHub developer community. CoRR abs/1501.06857 (2015)
[i28]
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Juan Julián Merelo Guervós, Pablo García-Sánchez:
Modeling browser-based distributed evolutionary computation systems. CoRR abs/1503.06424 (2015)
[i27]
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Juan Julián Merelo Guervós, Pablo García-Sánchez, Mario García Valdez, Israel Blancas:
There is no fast lunch: an examination of the running speed of evolutionary algorithms in several languages. CoRR abs/1511.01088 (2015)
2014
[i26]
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Rubén Héctor García-Ortega, Pablo García-Sánchez, Juan Julián Merelo Guervós:
Emerging archetypes in massive artificial societies for literary purposes using genetic algorithms. CoRR abs/1403.3084 (2014)
2012
[i25]
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Juan Julián Merelo Guervós, Antonio Miguel Mora, Carlos Cotta, Thomas Philip Runarsson:
An experimental study of exhaustive solutions for the Mastermind puzzle. CoRR abs/1207.1315 (2012)
2011
[i24]
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  - journals/corr/abs-1105-4971
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Pedro A. Castillo, Maribel García Arenas, Antonio Miguel Mora, Juan Luis Jiménez Laredo, Gustavo Romero, Víctor M. Rivas, Juan Julián Merelo Guervós:
Distributed Evolutionary Computation using REST. CoRR abs/1105.4971 (2011)
[i23]
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Pedro A. Castillo, José Luis Bernier, Maribel García Arenas, Juan Julián Merelo Guervós, Pablo García-Sánchez:
SOAP vs REST: Comparing a master-slave GA implementation. CoRR abs/1105.4978 (2011)
[i22]
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Juan Julián Merelo Guervós, Maribel García Arenas, Antonio Miguel Mora, Pedro A. Castillo, Gustavo Romero, Juan Luis Jiménez Laredo:
Cloud-based Evolutionary Algorithms: An algorithmic study. CoRR abs/1105.6205 (2011)
[i21]
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Juan Julián Merelo Guervós, Maribel García Arenas, Juan Luis Jiménez Laredo, Francisco Fernández de Vega:
1st International Workshop on Distributed Evolutionary Computation in Informal Environments. CoRR abs/1106.0118 (2011)
[i20]
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Carlos Cotta, Antonio Miguel Mora, Cecilia Merelo-Molina, Juan Julián Merelo Guervós:
FIFA World Cup 2010: A Network Analysis of the Champion Team Play. CoRR abs/1108.0261 (2011)
[i19]
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Juan Julián Merelo Guervós, Carlos Cotta, Antonio Miguel Mora:
1st International Workshop on Complex Systems in Sports - Proceedings. CoRR abs/1108.1262 (2011)
2009
[i18]
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  - journals/corr/abs-0904-3063
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Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Using Dissortative Mating Genetic Algorithms to Track the Extrema of Dynamic Deceptive Functions. CoRR abs/0904.3063 (2009)
[i17]
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Juan Julián Merelo Guervós:
Still doing evolutionary algorithms with Perl. CoRR abs/0908.0516 (2009)
[i16]
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  - journals/corr/abs-0909-3384
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Anna Esparcia-Alcázar, Juan Julián Merelo Guervós, Anaís Martínez-García, Pablo García-Sánchez, Eva Alfaro-Cid, Ken Sharman:
Comparing Single and Multiobjective Evolutionary Approaches to the Inventory and Transportation Problem. CoRR abs/0909.3384 (2009)
[i15]
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Alexander V. Spirov, Alexander B. Kazansky, Leonid Zamdborg, Juan Julián Merelo Guervós, Vladimir F. Levchenko:
Forced Evolution in Silico by Artificial Transposons and their Genetic Operators: The John Muir Ant Problem. CoRR abs/0910.5542 (2009)
[i14]
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Thomas Philip Runarsson, Juan Julián Merelo Guervós:
Adapting Heuristic Mastermind Strategies to Evolutionary Algorithms. CoRR abs/0912.2415 (2009)
2008
[i13]
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  - journals/corr/abs-0803-1926
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Pablo García-Sánchez, Juan Luis Jiménez Laredo, Juan P. Sevilla, Pedro A. Castillo, Juan Julián Merelo Guervós:
Improved evolutionary generation of XSLT stylesheets. CoRR abs/0803.1926 (2008)
[i12]
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  - journals/corr/abs-0803-2695
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Carlos M. Fernandes, Antonio Miguel Mora, Juan Julián Merelo Guervós, Vitorino Ramos, Juan Luis Jiménez Laredo:
KohonAnts: A Self-Organizing Ant Algorithm for Clustering and Pattern Classification. CoRR abs/0803.2695 (2008)
[i11]
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Lourdes Araujo, Juan Julián Merelo Guervós, Carlos Cotta, Francisco Fernández de Vega:
MultiKulti Algorithm: Migrating the Most Different Genotypes in an Island Model. CoRR abs/0806.2843 (2008)
2007
[i10]
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  - journals/corr/abs-0708-2021
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Juan Julián Merelo Guervós, Carlos Cotta:
Who is the best connected EC researcher? Centrality analysis of the complex network of authors in evolutionary computation. CoRR abs/0708.2021 (2007)
[i9]
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  - journals/corr/abs-0712-2630
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Nestor Zorzano, Daniel Merino, Juan Luis Jiménez Laredo, Juan P. Sevilla, Pablo García-Sánchez, Juan Julián Merelo Guervós:
Evolving XSLT stylesheets. CoRR abs/0712.2630 (2007)
[i8]
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  - journals/corr/abs-cs-0701115
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Juan Julián Merelo Guervós, Antonio Mora García, Juan Luis Jiménez Laredo, Juan Lupión, Fernando Tricas:
Browser-based distributed evolutionary computation: performance and scaling behavior. CoRR abs/cs/0701115 (2007)
[i7]
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  - journals/corr/abs-cs-0703117
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Juan Luis Jiménez Laredo, A. E. Eiben, Marc Schoenauer, Pedro A. Castillo, Antonio Miguel Mora, Francisco Fernández de Vega, Juan Julián Merelo Guervós:
Self-adaptive Gossip Policies for Distributed Population-based Algorithms. CoRR abs/cs/0703117 (2007)
2006
[i6]
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  - journals/corr/abs-cs-0601047
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Lourdes Araujo, Juan Julián Merelo Guervós:
Automatic Detection of Trends in Dynamical Text: An Evolutionary Approach. CoRR abs/cs/0601047 (2006)
[i5]
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  - journals/corr/abs-cs-0603004
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Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Francisco Javier García Castellano, Juan Julián Merelo Guervós, Alberto Prieto, Víctor M. Rivas, Gustavo Romero:
Lamarckian Evolution and the Baldwin Effect in Evolutionary Neural Networks. CoRR abs/cs/0603004 (2006)
[i4]
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  - journals/corr/abs-cs-0610019
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Juan J. Samper, Pedro A. Castillo, Lourdes Araujo, Juan Julián Merelo Guervós:
NectaRSS, an RSS feed ranking system that implicitly learns user preferences. CoRR abs/cs/0610019 (2006)
[i3]
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  - journals/corr/abs-cs-0610113
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Antonio Miguel Mora, Juan Julián Merelo Guervós, Cristian Millán, Juan Torrecillas, Juan Luis Jiménez Laredo:
CHAC. A MOACO Algorithm for Computation of Bi-Criteria Military Unit Path in the Battlefield. CoRR abs/cs/0610113 (2006)
2004
[i2]
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Vitorino Ramos, Juan Julián Merelo Guervós:
Self-Organized Stigmergic Document Maps: Environment as a Mechanism for Context Learning. CoRR abs/cs/0412075 (2004)
2003
[i1]
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  - journals/corr/cs-NE-0312047
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Juan Julián Merelo Guervós, Beatriz Prieto, Fatima Rateb, Fernando Tricas:
Mapping weblog communities. CoRR cs.NE/0312047 (2003)

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