Pedro A. Castillo

144 papers A 8B 15C 12Misc 2Journal 60Unranked 46

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Artificial lemming algorithm: a novel bionic meta-heuristic technique for solving real-world engineering optimization problems. Artif. Intell. Rev. Yaning Xiao, Hao Cui, Ruba Abu Khurma, Pedro A. Castillo
2025	J	`jnl`	MCOA: A Multistrategy Collaborative Enhanced Crayfish Optimization Algorithm for Engineering Design and UAV Path Planning. Int. J. Intell. Syst. Yaning Xiao, Hao Cui, Ruba Abu Khurma, Abdelazim G. Hussien, Pedro A. Castillo
2025	J	`jnl`	Prediction of sentiment polarity in restaurant reviews using an ordinal regression approach based on evolutionary XGBoost. PeerJ Comput. Sci. Dana Al Qudah, Ala' M. Al-Zoubi, Alexandra I. Cristea, Juan Julián Merelo Guervós, Pedro A. Castillo, Hossam Faris
2024	J	`jnl`	A Bio-Medical Snake Optimizer System Driven by Logarithmic Surviving Global Search for Optimizing Feature Selection and its application for Disorder Recognition. CoRR Ruba Abu Khurma, Esraa Alhenawi, Malik Braik, Fatma A. Hashim, Amit Chhabra, Pedro A. Castillo
2024	J	`jnl`	A Systematic Literature Review on Task Allocation and Performance Management Techniques in Cloud Data Center. CoRR Nidhika Chauhan, Navneet Kaur, Kamaljit Singh Saini, Sahil Verma, Abdulatif Alabdulatif, Ruba Abu Khurma, Maribel García Arenas, Pedro A. Castillo
2024	J	`jnl`	A Systematic Literature Review on Task Allocation and Performance Management Techniques in Cloud Data Center. Comput. Syst. Sci. Eng. Nidhika Chauhan, Navneet Kaur, Kamaljit Singh Saini, Sahil Verma, Abdulatif Alabdulatif, Ruba Abu Khurma, Maribel García Arenas, Pedro A. Castillo
2024	J	`jnl`	A new approach for solving global optimization and engineering problems based on modified Sea Horse Optimizer. CoRR Fatma A. Hashim, Reham R. Mostafa, Ruba Abu Khurma, Raneem Qaddoura, Pedro A. Castillo
2024	J	`jnl`	An Effective Networks Intrusion Detection Approach Based on Hybrid Harris Hawks and Multi-Layer Perceptron. CoRR Moutaz Alazab, Ruba Abu Khurma, Pedro A. Castillo, Bilal Abu-Salih, Alejandro Martín, David Camacho
2024	J	`jnl`	Asynchronous Distributed Genetic Algorithms with Javascript and JSON. CoRR Juan Julián Merelo, Pedro A. Castillo, Juan Luis Jiménez Laredo, Antonio M. Mora, Alberto Prieto
2024	J	`jnl`	Chatbots and messaging platforms in the classroom: An analysis from the teacher's perspective. Educ. Inf. Technol. Juan Julián Merelo, Pedro A. Castillo, Antonio M. Mora, Francisco Barranco, Noorhan Abbas, Alberto Guillén, Olia E. Tsivitanidou
2024	J	`jnl`	Choosing a Suitable Requirement Prioritization Method: A Survey. CoRR Esraa Alhenawi, Shatha Awawdeh, Ruba Abu Khurma, Maribel García Arenas, Pedro A. Castillo, Amjad Hudaib
2024	J	`jnl`	Determining the significance and relative importance of parameters of a simulated quenching algorithm using statistical tools. CoRR Pedro A. Castillo, Maribel García Arenas, Nuria Rico, Antonio Miguel Mora, Pablo García-Sánchez, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós
2024	J	`jnl`	Effects of term weighting approach with and without stop words removing on Arabic text classification. CoRR Esra'a Alhenawi, Ruba Abu Khurma, Pedro A. Castillo, Maribel García Arenas
2024	J	`jnl`	Evolvable Agents, a Fine Grained Approach for Distributed Evolutionary Computing: Walking towards the Peer-to-Peer Computing Frontiers. CoRR Juan Luis Jiménez Laredo, Pedro A. Castillo, Antonio M. Mora, Juan Julián Merelo
2024	J	`jnl`	Specialty detection in the context of telemedicine in a highly imbalanced multi-class distribution. CoRR Alaa Alomari, Hossam Faris, Pedro A. Castillo
2023	J	`jnl`	A bio-medical snake optimizer system driven by logarithmic surviving global search for optimizing feature selection and its application for disorder recognition. J. Comput. Des. Eng. Ruba Abu Khurma, Esraa Alhenawi, Malik Braik, Fatma A. Hashim, Amit Chhabra, Pedro A. Castillo
2023	J	`jnl`	A new approach for solving global optimization and engineering problems based on modified sea horse optimizer. J. Comput. Des. Eng. Fatma A. Hashim, Reham R. Mostafa, Ruba Abu Khurma, Raneem Qaddoura, Pedro A. Castillo
2023	C	`conf`	An Analysis of Energy Consumption of JavaScript Interpreters with Evolutionary Algorithm Workloads. ICSOFT Juan Julián Merelo Guervós, Mario García-Valdez, Pedro A. Castillo
2023	J	`jnl`	Challenges and Limitation Analysis of an IoT-Dependent System for Deployment in Smart Healthcare Using Communication Standards Features. Sensors Shrikant Upadhyay, Mohit Kumar, Aditi Upadhyay, Sahil Verma, Kavita, Maninder Kaur, Ruba Abu Khurma, Pedro A. Castillo
2023	—	`conf`	Energy Consumption of Evolutionary Algorithms in JavaScript. WIVACE Juan Julián Merelo Guervós, Mario García-Valdez, Pedro A. Castillo
2023	—	`conf`	Green Evolutionary Algorithms and JavaScript: A Study on Different Software and Hardware Architectures. ICSOFT (Selected Papers) Juan Julián Merelo Guervós, Mario García-Valdez, Pedro A. Castillo
2023	—	`conf`	Optimizing an IDS (Intrusion Detection System) by Means of Advanced Metaheuristics. IWANN (1) Antonio Mora García, Maribel García Arenas, A. Romero-Horno, José Camacho-Páez, Pedro A. Castillo
2022	B	`conf`	An Enhanced Opposition-Based Evolutionary Feature Selection Approach. EvoApplications Ruba Abu Khurma, Ibrahim Aljarah, Pedro A. Castillo, Khair Eddin Sabri
2022	J	`jnl`	Chatbots and messaging platforms in the classroom: an analysis from the teacher's perspective. CoRR Juan Julián Merelo, Pedro A. Castillo, Antonio Miguel Mora, Francisco Barranco, Noorhan Abbas, Alberto Guillén, Olia E. Tsivitanidou
2022	J	`jnl`	Classification of Arabic healthcare questions based on word embeddings learned from massive consultations: a deep learning approach. J. Ambient Intell. Humaniz. Comput. Hossam Faris, Maria Habib, Mohammad Faris, Alaa Alomari, Pedro A. Castillo, Manal Alomari
2022	B	`conf`	EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python. EvoApplications Anh T. Dang, Raneem Qaddoura, Ala' M. Al-Zoubi, Hossam Faris, Pedro A. Castillo
2022	—	`conf`	Exploring the Role of Chatbots and Messaging Applications in Higher Education: A Teacher's Perspective. HCI (28) Juan Julián Merelo, Pedro A. Castillo, Antonio Mora García, Francisco Barranco, Noorhan Abbas, Alberto Guillén, Olia E. Tsivitanidou
2022	C	`conf`	New Evolutionary Selection Operators for Snake Optimizer. IJCCI Ruba Abu Khurma, Moutaz Alazab, Juan Julián Merelo, Pedro A. Castillo
2021	J	`jnl`	A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization. IEEE Access Ibrahim Aljarah, Hossam Faris, Ali Asghar Heidari, Majdi M. Mafarja, Ala' M. Al-Zoubi, Pedro A. Castillo, Juan Julián Merelo Guervós
2021	B	`ed.`	Applications of Evolutionary Computation - 24th International Conference, EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event, April 7-9, 2021, Proceedings EvoApplications Pedro A. Castillo, Juan Luis Jiménez Laredo
2021	J	`jnl`	EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework. SN Comput. Sci. Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Pedro A. Castillo
2021	C	`conf`	Harris Hawks Optimization: A Formal Analysis of Its Variants and Applications. IJCCI Ruba Abu Khurma, Ibrahim Aljarah, Pedro A. Castillo
2021	B	`conf`	Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection. EvoApplications Ruba Abu Khurma, Khair Eddin Sabri, Pedro A. Castillo, Ibrahim Aljarah
2021	—	`conf`	Studying How to Apply Chatbots Technology in Higher-Education: First Results and Future Strategies. HCI (24) Antonio Miguel Mora, Alberto Guillén, Francisco Barranco, Pedro A. Castillo, Juan Julián Merelo Guervós
2021	J	`jnl`	Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems. IEEE Access Thaer Thaher, Majdi M. Mafarja, Hamza Turabieh, Pedro A. Castillo, Hossam Faris, Ibrahim Aljarah
2020	B	`ed.`	Applications of Evolutionary Computation - 23rd European Conference, EvoApplications 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15-17, 2020, Proceedings EvoApplications Pedro A. Castillo, Juan Luis Jiménez Laredo, Francisco Fernández de Vega
2020	J	`jnl`	Cost-sensitive ensemble methods for bankruptcy prediction in a highly imbalanced data distribution: a real case from the Spanish market. Prog. Artif. Intell. Nazeeh Ghatasheh, Hossam Faris, Ruba Abukhurma, Pedro A. Castillo, Nailah Al-Madi, Antonio Miguel Mora, Ala' M. Al-Zoubi, Ahmad Basheer Hassanat
2020	J	`jnl`	Detection and Analysis of Anomalies in People Density and Mobility Through Wireless Smartphone Tracking. IEEE Access Antonio Fernández-Ares, Pablo García-Sánchez, Maribel García Arenas, Antonio Mora García, Pedro A. Castillo
2020	C	`conf`	Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm. IJCCI Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Juan Julián Merelo Guervós, Pedro A. Castillo
2020	B	`conf`	EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python. EvoApplications Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Pedro A. Castillo
2020	C	`conf`	Feature Selection using Binary Moth Flame Optimization with Time Varying Flames Strategies. IJCCI Ruba Abu Khurma, Pedro A. Castillo, Ahmad Sharieh, Ibrahim Aljarah
2020	C	`conf`	Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context. ICPRAM Hossam Faris, Ibrahim Aljarah, Maria Habib, Pedro A. Castillo
2020	C	`conf`	Identifying Botnets by Analysing Twitter Traffic during the Super Bowl. IJCCI Salah Safi, Huthaifa Jawazneh, Antonio Miguel Mora, Pablo García-Sánchez, Hossam Faris, Pedro A. Castillo
2020	J	`jnl`	Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish market. Prog. Artif. Intell. Hossam Faris, Ruba Abukhurma, Waref Almanaseer, Mohammed Saadeh, Antonio Mora García, Pedro A. Castillo, Ibrahim Aljarah
2020	C	`conf`	New Fitness Functions in Binary Harris Hawks Optimization for Gene Selection in Microarray Datasets. IJCCI Ruba Abu Khurma, Pedro A. Castillo, Ahmad Sharieh, Ibrahim Aljarah
2020	B	`conf`	Using Evolutionary Algorithms for Server Hardening via the Moving Target Defense Technique. EvoApplications Ernesto Serrano Collado, Pedro A. Castillo, Juan Julián Merelo Guervós
2019	—	`conf`	A bibliometric study of the research area of videogames using Dimensions.ai database. ITQM Pablo García-Sánchez, Antonio Miguel Mora, Pedro A. Castillo, Ignacio J. Pérez
2019	B	`ed.`	Applications of Evolutionary Computation - 22nd International Conference, EvoApplications 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24-26, 2019, Proceedings EvoApplications Paul Kaufmann, Pedro A. Castillo
2019	—	`conf`	Applying Ant Colony optimization for Service Function Chaining in a 5G Network. IoTSMS Segundo Moreno, Antonio Miguel Mora, Pablo Padilla, Javier Carmona-Murillo, Pedro A. Castillo
2019	J	`jnl`	Distributed multi-objective evolutionary optimization using island-based selective operator application. Appl. Soft Comput. Pablo García-Sánchez, Julio Ortega, Jesús González, Pedro A. Castillo, Juan Julián Merelo Guervós
2019	B	`conf`	Exploring Concurrent and Stateless Evolutionary Algorithms. EvoApplications Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pedro A. Castillo, José Mario García Valdez, Sergio Rojas Galeano
2019	—	`conf`	Improving the algorithmic efficiency and performance of channel-based evolutionary algorithms. GECCO (Companion) Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pedro A. Castillo, Mario García Valdez, Sergio Rojas Galeano
2019	—	`conf`	Scaling in Concurrent Evolutionary Algorithms. WEA Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pedro A. Castillo, José Mario García Valdez, Sergio Rojas Galeano
2018	J	`jnl`	A fuzzy rule-based system to predict energy consumption of genetic programming algorithms. Comput. Sci. Inf. Syst. Josefa Díaz Álvarez, Francisco Chávez de la O, Pedro A. Castillo, Juan Ángel García Martínez, Francisco J. Rodríguez, Francisco Fernández de Vega
2018	—	`conf`	Energy-consumption prediction of genetic programming algorithms using a fuzzy rule-based system. GECCO (Companion) Francisco Chávez de la O, Francisco Fernández de Vega, Josefa Díaz, Juan Ángel García, Francisco J. Rodríguez, Pedro A. Castillo
2018	B	`conf`	Forecasting Business Failure in Highly Imbalanced Distribution based on Delay Line Reservoir. ESANN Ali Rodan, Pedro A. Castillo, Hossam Faris, Antonio Miguel Mora, Huthaifa Jawazneh
2018	J	`jnl`	From ephemeral computing to deep bioinspired algorithms: New trends and applications. Future Gener. Comput. Syst. 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
2018	C	`conf`	Revisiting Population Structure and Particle Swarm Performance. IJCCI Carlos M. Fernandes, Nuno Fachada, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Pedro A. Castillo, Agostinho C. Rosa
2018	C	`conf`	The Influence of Input Data Standardization Methods on the Prediction Accuracy of Genetic Programming Generated Classifiers. IJCCI Amaal R. Al Shorman, Hossam Faris, Pedro A. Castillo, Juan Julián Merelo Guervós, Nailah Al-Madi
2017	J	`jnl`	Alife in the Clouds: A Short Review of Applications of Artificial Life to Cloud Computing and Back. Frontiers Robotics AI Juan Julián Merelo Guervós, Pedro A. Castillo, Mario García Valdez
2017	J	`jnl`	Analysing the influence of the fitness function on genetically programmed bots for a real-time strategy game. Entertain. Comput. Antonio Fernández-Ares, Antonio Mora García, Pablo García-Sánchez, Pedro A. Castillo, Juan Julián Merelo Guervós
2017	J	`jnl`	Applying computational intelligence methods for predicting the sales of newly published books in a real editorial business management environment. Knowl. Based Syst. 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
2017	—	`conf`	Finding Self-organized Criticality in Collaborative Work via Repository Mining. IWANN (1) Juan Julián Merelo Guervós, Pedro A. Castillo, Mario García Valdez
2017	—	`conf`	Impact of Protests in the Number of Smart Devices in Streets: A New Approach to Analyze Protesters Behavior. Smart-CT Antonio Fernández-Ares, María Isabel García Arenas, Pedro A. Castillo, Juan Julián Merelo Guervós
2017	—	`conf`	Ranking Programming Languages for Evolutionary Algorithm Operations. EvoApplications (1) 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
2017	—	`conf`	Self-organized criticality in code repositories. ECAL Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Miguel Mora, Mario García Valdez, Carlos Cotta, Carlos M. Fernandes
2017	J	`jnl`	Studying real traffic and mobility scenarios for a Smart City using a new monitoring and tracking system. Future Gener. Comput. Syst. 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
2016	A	`conf`	A Cross-Platform Assessment of Energy Consumption in Evolutionary Algorithms - Towards Energy-Aware Bioinspired Algorithms. PPSN Francisco Fernández de Vega, Francisco Chávez de la O, Josefa Díaz, Juan Ángel García, Pedro A. Castillo, Juan Julián Merelo Guervós, Carlos Cotta
2016	J	`jnl`	A Novel Wireless Mobility Monitoring and Tracking System: Applications for Smart Traffic. Int. J. Concept. Struct. Smart Appl. Antonio Fernández-Ares, Antonio Mora García, María Isabel García Arenas, Pablo García-Sánchez, Gustavo Romero, Suhail M. Odeh, Pedro A. Castillo
2016	B	`conf`	A comparison of implementations of basic evolutionary algorithm operations in different languages. CEC Juan Julián Merelo Guervós, Israel Blancas-Alvarez, Pedro A. Castillo, Gustavo Romero, Víctor M. Rivas, Mario García Valdez, Amaury Hernandez-Aguila, Mario Román
2016	—	`conf`	Addressing High Dimensional Multi-objective Optimization Problems by Coevolutionary Islands with Overlapping Search Spaces. EvoApplications (2) Pablo García-Sánchez, Julio Ortega, Jesús González, Pedro A. Castillo, Juan Julián Merelo Guervós
2016	J	`jnl`	Application Areas of Ephemeral Computing: A Survey. Trans. Comput. Collect. Intell. 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
2016	—	`conf`	Benchmarking Languages for Evolutionary Algorithms. EvoApplications (2) Juan Julián Merelo Guervós, Pedro A. Castillo, Israel Blancas, Gustavo Romero, Pablo García-Sánchez, Antonio Fernández-Ares, Víctor M. Rivas, Mario García Valdez
2016	J	`jnl`	Comparing Heterogeneous and Homogeneous Flocking Strategies for the Ghost Team in the Game of Ms. Pac-Man. IEEE Trans. Comput. Intell. AI Games Federico Liberatore, Antonio Mora García, Pedro A. Castillo, Juan Julián Merelo Guervós
2016	—	`conf`	Comparing Wireless Traffic Tracking with Regular Traffic Control Systems for the Detection of Congestions in Streets. Smart-CT Antonio Fernández-Ares, Maribel García Arenas, Antonio Mora García, Pedro A. Castillo, Juan Julián Merelo Guervós
2016	—	`conf`	EvoloPy: An Open-source Nature-inspired Optimization Framework in Python. IJCCI (ECTA) Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Pedro A. Castillo, Juan Julián Merelo Guervós
2016	—	`conf`	NodIO: A Framework and Architecture for Pool-based Evolutionary Computation. GECCO (Companion) Juan Julián Merelo Guervós, Pedro A. Castillo, Pablo García-Sánchez, Paloma de las Cuevas, Mario García Valdez
2016	A	`conf`	Performance for the Masses: Experiments with A Web Based Architecture to Harness Volunteer Resources for Low Cost Distributed Evolutionary Computation. GECCO Juan Julián Merelo Guervós, Pedro A. Castillo, Pablo García-Sánchez, Paloma de las Cuevas, Nuria Rico, Mario García Valdez
2016	—	`conf`	Ranking the Performance of Compiled and Interpreted Languages in Genetic Algorithms. IJCCI (ECTA) 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
2016	—	`conf`	Simulation Approach for Optimal Maintenance Intervals Estimation of Electronic Devices. CSOC (3) Alexander Lyubchenko, Pedro A. Castillo, Antonio Mora García, Pablo García-Sánchez, Maribel García Arenas
2016	—	`conf`	Sólo Puede Quedar Uno: Evolución de Bots para RTS Basada en Supervivencia. CoSECivi Antonio Fernández-Ares, Antonio Mora García, Pablo García-Sánchez, Pedro A. Castillo, Juan Julián Merelo Guervós
2016	J	`jnl`	The Uncertainty Quandary: A Study in the Context of the Evolutionary Optimization in Games and Other Uncertain Environments. Trans. Comput. Collect. Intell. 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
2016	—	`conf`	There Can Be only One: Evolving RTS Bots via Joust Selection. EvoApplications (1) Antonio Fernández-Ares, Pablo García-Sánchez, Antonio Miguel Mora, Pedro A. Castillo, Juan Julián Merelo Guervós
2015	—	`conf`	Comparing Optimization Methods, in Continuous Space, for Modelling with a Diffusion Process. IWANN (2) Nuria Rico, Maribel García Arenas, Desirée Romero, J. M. Crespo, Pedro A. Castillo, Juan Julián Merelo Guervós
2015	J	`jnl`	Corporate security solutions for BYOD: A novel user-centric and self-adaptive system. Comput. Commun. Paloma de las Cuevas, Antonio Mora García, Juan Julián Merelo Guervós, Pedro A. Castillo, Pablo García-Sánchez, Antonio Fernández-Ares
2015	—	`conf`	Ephemeral Computing and Bioinspired Optimization. IJCCI (ECTA) 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
2014	—	`conf`	Assessing different architectures for evolutionary algorithms in javascript. GECCO (Companion) Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Miguel Mora, Anna Isabel Esparcia-Alcázar, Víctor Manuel Rivas Santos
2014	J	`jnl`	Creating autonomous agents for playing Super Mario Bros game by means of evolutionary finite state machines. Evol. Intell. Antonio Miguel Mora, Juan Julián Merelo Guervós, Pablo García-Sánchez, Pedro A. Castillo, M. S. Rodríguez-Domingo, R. M. Hidalgo-Bermúdez
2014	—	`conf`	Designing competitive bots for a real time strategy game using genetic programming. CoSECivi Antonio Fernández-Ares, Pablo García-Sánchez, Antonio Miguel Mora, Pedro A. Castillo, Juan Julián Merelo Guervós
2014	—	`conf`	Evolving Evil: optimizing flocking strategies through genetic algorithms for the ghost team in the game of Ms. Pac-Man. CoSECivi Federico Liberatore, Antonio Miguel Mora, Pedro A. Castillo, Juan Julián Merelo Guervós
2013	B	`conf`	A search for scalable evolutionary solutions to the game of MasterMind. IEEE Congress on Evolutionary Computation Juan Julián Merelo Guervós, Antonio Miguel Mora, Pedro A. Castillo, Carlos Cotta, Mario García Valdez
2013	J	`jnl`	Cloud-based evolutionary algorithms: An algorithmic study. Nat. Comput. K. Meri, Maribel García Arenas, Antonio Miguel Mora, Juan Julián Merelo Guervós, Pedro A. Castillo, Pablo García-Sánchez, Juan Luis Jiménez Laredo
2013	—	`conf`	Designing and Evolving an Unreal TournamentTM 2004 Expert Bot. IWANN (2) Antonio Miguel Mora, Francisco Aisa, Ricardo Caballero, Pablo García-Sánchez, Juan Julián Merelo Guervós, Pedro A. Castillo, Raúl Lara-Cabrera
2013	—	`conf`	Developing services in a service oriented architecture for evolutionary algorithms. GECCO (Companion) 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
2013	A	`conf`	Improving evolutionary solutions to the game of mastermind using an entropy-based scoring method. GECCO Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Mora García, Anna Isabel Esparcia-Alcázar
2013	A	`conf`	Migration study on a pareto-based island model for MOACOs. GECCO Antonio Miguel Mora, Pablo García-Sánchez, Juan Julián Merelo Guervós, Pedro A. Castillo
2013	J	`jnl`	Pareto-based multi-colony multi-objective ant colony optimization algorithms: an island model proposal. Soft Comput. Antonio Miguel Mora, Pablo García-Sánchez, Juan Julián Merelo Guervós, Pedro A. Castillo
2013	J	`jnl`	Service oriented evolutionary algorithms. Soft Comput. Pablo García-Sánchez, Jesús González, Pedro A. Castillo, Maribel García Arenas, Juan Julián Merelo Guervós
2013	J	`jnl`	Using statistical tools to determine the significance and relative importance of the main parameters of an evolutionary algorithm. Intell. Data Anal. Maribel García Arenas, Nuria Rico, Antonio Miguel Mora, Pedro A. Castillo, Juan Julián Merelo Guervós
2013	J	`jnl`	hCHAC: A family of MOACO algorithms for the resolution of the bi-criteria military unit pathfinding problem. Comput. Oper. Res. Antonio Miguel Mora, Juan Julián Merelo Guervós, Pedro A. Castillo, Maribel García Arenas
2012	J	`jnl`	Determining the significance and relative importance of parameters of a simulated quenching algorithm using statistical tools. Appl. Intell. Pedro A. Castillo, Maribel García Arenas, Nuria Rico, Antonio Miguel Mora, Pablo García-Sánchez, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós
2012	J	`jnl`	Using Student Conferences to Increase Participation in the Classroom: A Case Study. IEEE Trans. Educ. Maribel García Arenas, Pedro A. Castillo, Francisco Fernández de Vega, Juan Julián Merelo Guervós
2011	—	`conf`	A Study of Parallel Approaches in MOACOs for Solving the Bicriteria TSP. IWANN (2) Antonio Miguel Mora, Juan Julián Merelo Guervós, Pedro A. Castillo, Maribel García Arenas, Pablo García-Sánchez, Juan Luis Jiménez Laredo, Gustavo Romero
2011	—	`conf`	Analysing the Performance of Different Population Structures for an Agent-Based Evolutionary Algorithm. LION Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos M. Fernandes, Antonio Miguel Mora, Maribel García Arenas, Pedro A. Castillo, Pablo García-Sánchez
2011	B	`conf`	Assessing speed-ups in commodity cloud storage services for distributed evolutionary algorithms. IEEE Congress on Evolutionary Computation Maribel García Arenas, Juan Julián Merelo Guervós, Antonio Miguel Mora, Pedro A. Castillo, Gustavo Romero, Juan Luis Jiménez Laredo
2011	J	`jnl`	Cloud-based Evolutionary Algorithms: An algorithmic study CoRR Juan Julián Merelo Guervós, Maribel García Arenas, Antonio Miguel Mora, Pedro A. Castillo, Gustavo Romero, Juan Luis Jiménez Laredo
2011	—	`conf`	Cloud-based Evolutionary Parallel Computation Using Low Cost Storage Services. NCCA Maribel García Arenas, Juan Julián Merelo Guervós, Pedro A. Castillo, Gustavo Romero, Juan Luis Jiménez Laredo, Antonio Miguel Mora
2011	J	`jnl`	Distributed Evolutionary Computation using REST CoRR Pedro A. Castillo, Maribel García Arenas, Antonio Miguel Mora, Juan Luis Jiménez Laredo, Gustavo Romero, Víctor M. Rivas, Juan Julián Merelo Guervós
2011	—	`conf`	GPU Computation in Bioinspired Algorithms: A Review. IWANN (1) Maribel García Arenas, Antonio Miguel Mora, Gustavo Romero, Pedro A. Castillo
2011	—	`conf`	Implementation Matters: Programming Best Practices for Evolutionary Algorithms. IWANN (2) Juan Julián Merelo Guervós, Gustavo Romero, Maribel García Arenas, Pedro A. Castillo, Antonio Miguel Mora, Juan Luis Jiménez Laredo
2011	—	`conf`	Online vs. Offline ANOVA Use on Evolutionary Algorithms. IWANN (2) Gustavo Romero, Maribel García Arenas, Pedro A. Castillo, Juan Julián Merelo Guervós, Antonio Miguel Mora
2011	J	`jnl`	Preface to the special issue on: Emerging Applications of Embedded Systems Research. J. Syst. Archit. Jesús González, Miguel Damas, Javier Díaz, Pedro A. Castillo
2011	J	`jnl`	SOAP vs REST: Comparing a master-slave GA implementation CoRR Pedro A. Castillo, José Luis Bernier, Maribel García Arenas, Juan Julián Merelo Guervós, Pablo García-Sánchez
2011	A	`conf`	Using free cloud storage services for distributed evolutionary algorithms. GECCO Maribel García Arenas, Juan Julián Merelo Guervós, Pedro A. Castillo, Juan Luis Jiménez Laredo, Gustavo Romero, Antonio Miguel Mora
2010	—	`conf`	A Distributed Service Oriented Framework for Metaheuristics Using a Public Standard. NICSO Pablo García-Sánchez, Jesús González, Pedro A. Castillo, Juan Julián Merelo Guervós, Antonio Miguel Mora, Juan Luis Jiménez Laredo, Maribel García Arenas
2010	J	`jnl`	Algorithm: : Evolutionary, a flexible Perl module for evolutionary computation. Soft Comput. Juan Julián Merelo Guervós, Pedro A. Castillo, Enrique Alba
2010	—	`conf`	Evolution of XPath Lists for Document Data Selection. PPSN (2) Pablo García-Sánchez, Juan Julián Merelo Guervós, Pedro A. Castillo, Jesús González, Juan Luis Jiménez Laredo, Antonio Mora García, María Isabel García Arenas
2010	—	`conf`	Evolving Bot AI in Unreal EvoApplications (1) 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
2010	—	`conf`	Evolving the cooperative behaviour in Unreal™ bots. CIG Antonio Miguel Mora, M. A. Moreno, Juan Julián Merelo Guervós, Pedro A. Castillo, Maribel García Arenas, Juan Luis Jiménez Laredo
2010	C	`conf`	Sleeping with ants, SVMs, multilayer perceptrons and SOMs. ISDA Antonio Miguel Mora, Carlos M. Fernandes, Luis Javier Herrera, Pedro A. Castillo, Juan Julián Merelo Guervós, Fernando Rojas, Agostinho C. Rosa
2010	B	`conf`	Statistical analysis of the parameters of the simulated annealing algorithm. IEEE Congress on Evolutionary Computation Maribel García Arenas, Juan Luis Jiménez Laredo, Pedro A. Castillo, Pablo García-Sánchez, Antonio Miguel Mora, Alberto Prieto, Juan Julián Merelo Guervós
2010	—	`conf`	Studying the Influence of the Objective Balancing Parameter in the Performance of a Multi-Objective Ant Colony Optimization Algorithm. NICSO Antonio Miguel Mora, Juan Julián Merelo Guervós, Pedro A. Castillo, Juan Luis Jiménez Laredo, Pablo García-Sánchez, Maribel García Arenas
2009	C	`conf`	Increasing GP Computing Power for Free via Desktop GRID Computing and Virtualization. PDP Daniel Lombraña Gonzalez, Francisco Fernández de Vega, Leonardo Trujillo, Gustavo Olague, Lourdes Araujo, Pedro A. Castillo, Juan Julián Merelo Guervós, Ken Sharman
2009	—	`conf`	Parallelizing the Design of Radial Basis Function Neural Networks by Means of Evolutionary Meta-algorithms. IWANN (1) Maribel García Arenas, Elisabet Parras-Gutierrez, Víctor M. Rivas, Pedro A. Castillo, María José del Jesus, Juan Julián Merelo Guervós
2009	—	`conf`	Pervasive Evolutionary Algorithms on Mobile Devices. IWANN (2) Pablo García-Sánchez, Juan P. Sevilla, Juan Julián Merelo Guervós, Antonio Miguel Mora, Pedro A. Castillo, Juan Luis Jiménez Laredo, Francisco Casado
2009	Misc	`conf`	Studying the Cache Size in a Gossip-Based Evolutionary Algorithm. IDC Juan Luis Jiménez Laredo, Carlos M. Fernandes, Antonio Mora García, Pedro A. Castillo, Pablo García-Sánchez, Juan Julián Merelo Guervós
2009	—	`conf`	Using UN/CEFACT'S Modelling Methodology (UMM) in e-Health Projects. IWANN (1) Pablo García-Sánchez, Jesús González, Pedro A. Castillo, Alberto Prieto
2008	—	`conf`	Architecture Performance Prediction Using Evolutionary Artificial Neural Networks. EvoWorkshops Pedro A. Castillo, Antonio Miguel Mora, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Miquel Moretó, Francisco J. Cazorla, Mateo Valero, Sally A. McKee
2008	A	`conf`	Evolvable Agents in Static and Dynamic Optimization Problems. PPSN Juan Luis Jiménez Laredo, Pedro A. Castillo, Antonio Miguel Mora, Juan Julián Merelo Guervós, Agostinho Cláudio da Rosa, Carlos M. Fernandes
2008	J	`jnl`	Evolvable agents, a fine grained approach for distributed evolutionary computing: walking towards the peer-to-peer computing frontiers. Soft Comput. Juan Luis Jiménez Laredo, Pedro A. Castillo, Antonio Miguel Mora, Juan Julián Merelo Guervós
2008	A	`conf`	Evolving XSLT Stylesheets for Document Transformation. PPSN Pablo García-Sánchez, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Antonio Mora García, Pedro A. Castillo
2008	J	`jnl`	Improved evolutionary generation of XSLT stylesheets CoRR Pablo García-Sánchez, Juan Luis Jiménez Laredo, Juan P. Sevilla, Pedro A. Castillo, Juan Julián Merelo Guervós
2008	J	`jnl`	Increasing GP Computing Power via Volunteer Computing CoRR Daniel Lombraña Gonzalez, Francisco Fernández de Vega, Leonardo Trujillo, Gustavo Olague, Francisco Chávez de la O, Miguel Cárdenas-Montes, Lourdes Araujo, Pedro A. Castillo, Ken Sharman
2008	J	`jnl`	NectaRSS, an intelligent RSS feed reader. J. Netw. Comput. Appl. Juan J. Samper, Pedro A. Castillo, Lourdes Araujo, Juan Julián Merelo Guervós, Oscar Cordón, Fernando Tricas
2008	—	`conf`	P2P Evolutionary Algorithms: A Suitable Approach for Tackling Large Instances in Hard Optimization Problems. Euro-Par Juan Luis Jiménez Laredo, A. E. Eiben, Maarten van Steen, Pedro A. Castillo, Antonio Miguel Mora, Juan Julián Merelo Guervós
2008	J	`jnl`	Parallel Multiobjective Optimization of Ensembles of Multilayer Perceptrons for pattern classification. Inteligencia Artif. Pedro A. Castillo, Juan Julián Merelo Guervós
2008	J	`jnl`	Resilience to churn of a peer-to-peer evolutionary algorithm. Int. J. High Perform. Syst. Archit. Juan Luis Jiménez Laredo, Pedro A. Castillo, Antonio Miguel Mora, Juan Julián Merelo Guervós, Carlos M. Fernandes
2008	A	`conf`	Testing the Intermediate Disturbance Hypothesis: Effect of Asynchronous Population Incorporation on Multi-Deme Evolutionary Algorithms. PPSN 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
2007	Misc	`conf`	Predicting Financial Distress: A Case Study Using Self-organizing Maps. IWANN Antonio Miguel Mora, Juan Luis Jiménez Laredo, Pedro A. Castillo, Juan Julián Merelo Guervós
2007	J	`jnl`	Self-adaptive Gossip Policies for Distributed Population-based Algorithms CoRR Juan Luis Jiménez Laredo, A. E. Eiben, Marc Schoenauer, Pedro A. Castillo, Antonio Miguel Mora, Francisco Fernández de Vega, Juan Julián Merelo Guervós
2007	—	`ch.`	hCHAC-4, an ACO Algorithm for Solving the Four-Criteria Military Path-finding Problem. NICSO Antonio Miguel Mora, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pedro A. Castillo, Pablo García-Sánchez, Juan P. Sevilla, Cristian Millán, Juan Torrecillas
2006	J	`jnl`	NectaRSS, an RSS feed ranking system that implicitly learns user preferences CoRR Juan J. Samper, Pedro A. Castillo, Lourdes Araujo, Juan Julián Merelo Guervós
2006	J	`jnl`	Optimization of multilayer perceptrons using evolutionary algorithms. Inteligencia Artif. Pedro A. Castillo
1999	B	`conf`	G-Prop-II: global optimization of multilayer perceptrons using GAs. CEC Pedro A. Castillo, Víctor M. Rivas, Juan Julián Merelo, J. Gonzalez, Alberto Prieto, Gustavo Romero