Pedro A. Castillo Valdivieso

Universidad de Granada

Publicaciones

Enhancing the Classification of Imbalanced Arabic Medical Questions Using DeepSMOTE

AUTHORS: Bushra Al-Smadi; Bassam Hammo; Hossam Faris; Pedro A. Castillo

2025
journal-article

10.3390/ai6040077

MCOA: A Multistrategy Collaborative Enhanced Crayfish Optimization Algorithm for Engineering Design and UAV Path Planning

International Journal of Intelligent Systems

2025
journal-article

10.1155/int/5054424

The Explainability of Machine Learning Algorithms for Victory Prediction in the Video Game Dota 2

2025
conference-paper

10.3390/cmsf2025011026

A novel groundnut leaf dataset for detection and classification of groundnut leaf diseases

AUTHORS: Buddhadev Sasmal; Arunita Das; Krishna Gopal Dhal; Sk. Belal Saheb; Ruba Abu Khurma; Pedro A. Castillo

Data in Brief

2024
journal-article

10.1016/j.dib.2024.110763

An effective networks intrusion detection approach based on hybrid Harris Hawks and multi-layer perceptron

AUTHORS: Alazab, Moutaz; Abu Khurma, Ruba; Castillo, Pedro A.; Abu-Salih, Bilal; Martin, Alejandro; Camacho, David

Egyptian Informatics Journal

2024
journal-article

10.1016/J.EIJ.2023.100423

Chatbots and messaging platforms in the classroom: An analysis from the teacher’s perspective

AUTHORS: Merelo, Juan J.; Castillo, Pedro A.; Mora, Antonio M.; Barranco, Francisco; Abbas, Noorhan; Guillen, Alberto; Tsivitanidou, Olia

Education and Information Technologies

2024
journal-article

10.1007/S10639-023-11703-X

Choosing a Suitable Requirement Prioritization Method: A Survey

AUTHORS: Pedro A. Castillo-Valdivieso; Esraa Alhenawi; Shatha Awawdeh; Ruba Abu Khurma; Maribel García-Arenas; Amjad Hudaib

Journal of Computer Science and Technology

2024
journal-article

10.24215/16666038.24.e04

Energy Consumption of Evolutionary Algorithms in JavaScript

AUTHORS: Juan J. Merelo-Guervós; Mario García-Valdez; Pedro A. Castillo

2024
book-chapter

10.1007/978-3-031-57430-6_1

A bio-medical snake optimizer system driven by logarithmic surviving global search for optimizing feature selection and its application for disorder recognition

AUTHORS: Abu Khurma, Ruba; Alhenawi, Esraa; Braik, Malik; Hashim, Fatma A.; Chhabra, Amit; Castillo, Pedro A.

Journal of Computational Design and Engineering

2023
journal-article

10.1093/JCDE/QWAD101

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

AUTHORS: Shrikant Upadhyay; Mohit Kumar; Aditi Upadhyay; Sahil Verma; Kavita; Maninder Kaur; Ruba Abu Khurma; Pedro A. Castillo

Sensors

2023
journal-article

10.3390/s23115155

An Enhanced Opposition-Based Evolutionary Feature Selection Approach

AUTHORS: Abu Khurma, Ruba; Aljarah, Ibrahim; Castillo, Pedro A.; Sabri, Khair Eddin

Lecture Notes in Computer Science

2022
journal-article

10.1007/978-3-031-02462-7_1

Classification of Arabic healthcare questions based on word embeddings learned from massive consultations: a deep learning approach

AUTHORS: Hossam Faris; Maria Habib; Mohammad Faris; Alaa Alomari; Pedro A. Castillo; Manal Alomari

Journal of Ambient Intelligence and Humanized Computing

2022
journal-article

10.1007/s12652-021-02948-w

Cost-Sensitive Metaheuristic Optimization-Based Neural Network with Ensemble Learning for Financial Distress Prediction

AUTHORS: Salah Al-Deen Safi; Pedro A. Castillo; Hossam Faris

Applied Sciences

2022
journal-article

10.3390/app12146918

EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python

AUTHORS: Dang, Anh T.; Qaddoura, Raneem; Al-Zoubi, Ala' M.; Faris, Hossam; Castillo, Pedro A.

Lecture Notes in Computer Science

2022
journal-article

10.1007/978-3-031-02462-7_6

Exploring the Role of Chatbots and Messaging Applications in Higher Education: A Teacher’s Perspective

AUTHORS: Juan J. Merelo; Pedro A. Castillo; Antonio M. Mora; Francisco Barranco; Noorhan Abbas; Alberto Guillén; Olia Tsivitanidou

2022
book-chapter

10.1007/978-3-031-05675-8_16

Offensive Language Detection in Arabic Social Networks Using Evolutionary-Based Classifiers Learned From Fine-Tuned Embeddings

AUTHORS: Fatima Shannaq; Bassam Hammo; Hossam Faris; Pedro A. Castillo-Valdivieso

IEEE Access

2022
journal-article

10.1109/ACCESS.2022.3190960

Population size influence on the energy consumption of genetic programming

AUTHORS: Diaz-Alvarez, Josefa; Castillo, Pedro A.; Fernandez de Vega, Francisco; Chavez, Francisco; Alvarado, Jorge

Measurement and Control

2022
journal-article

10.1177/00202940211064471

A Methodology for Redesigning Networks by Using Markov Random Fields

Mathematics

2021
journal-article

10.3390/math9121389

A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization

AUTHORS: Aljarah, Ibrahim; Faris, Hossam; Heidari, Ali Asghar; Mafarja, Majdi M.; Al-Zoubi, Ala' M.; Castillo, Pedro A.; Merelo, Juan J.

IEEE Access

2021
journal-article

10.1109/ACCESS.2021.3097206

Comparing the Performance of Deep Learning Methods to Predict Companies’ Financial Failure

AUTHORS: H. Aljawazneh; A. M. Mora; P. Garcia-Sanchez; P. A. Castillo-Valdivieso

IEEE Access

2021
journal-article

10.1109/ACCESS.2021.3093461

EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework

AUTHORS: Raneem Qaddoura; Hossam Faris; Ibrahim Aljarah; Pedro A. Castillo

SN Computer Science

2021
journal-article

10.1007/s42979-021-00511-0

EvoMLP: A Framework for Evolving Multilayer Perceptrons

AUTHORS: Linan-Villafranca, Luis; Garcia-Valdez, Mario; Merelo, J. J.; Castillo-Valdivieso, Pedro

Lecture Notes in Computer Science

2021
journal-article

10.1007/978-3-030-85099-9_27

Harris Hawks Optimization: A Formal Analysis of Its Variants and Applications

AUTHORS: Abu Khurma, Ruba; Aljarah, Ibrahim; Castillo, Pedro A.

Proceedings of the International Joint Conference on Computational Intelligence (IJCCI)

2021
journal-article

10.5220/0010636600003063

Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection

AUTHORS: Abu Khurma, Ruba; Sabri, Khair Eddin; Castillo, Pedro A.; Aljarah, Ibrahim

Lecture Notes in Computer Science

2021
journal-article

10.1007/978-3-030-72699-7_10

Studying How to Apply Chatbots Technology in Higher-Education: First Results and Future Strategies

AUTHORS: Antonio M. Mora; Alberto Guillén; Francisco Barranco; Pedro A. Castillo; Juan J. Merelo

2021
book-chapter

10.1007/978-3-030-77943-6_12

Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems

AUTHORS: Thaer Thaher; Majdi Mafarja; Hamza Turabieh; Pedro A. Castillo; Hossam Faris; Ibrahim Aljarah

IEEE Access

2021
journal-article

10.1109/ACCESS.2021.3064799

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

AUTHORS: Torres-Salinas, Daniel; Robinson-Garcia, Nicolas; van Schalkwyk, Francois; Nane, Gabriela F.; Castillo-Valdivieso, Pedro

PROCEEDINGS OF ISSI 2011: THE 13TH CONFERENCE OF THE INTERNATIONAL SOCIETY FOR SCIENTOMETRICS AND INFORMETRICS, VOLS 1 AND 2

2021
journal-article

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

AUTHORS: Torres-Salinas, Daniel; Robinson-Garcia, Nicolas; van Schalkwyk, Francois; Nane, Gabriela F.; Castillo-Valdivieso, Pedro

ArXiv

2021
journal-article

10.5281/ZENODO.4478251

Cost-sensitive ensemble methods for bankruptcy prediction in a highly imbalanced data distribution: a real case from the Spanish market

AUTHORS: Nazeeh Ghatasheh; Hossam Faris; Ruba Abukhurma; Pedro A. Castillo; Nailah Al-Madi; Antonio M. Mora; Ala’ M. Al-Zoubi; Ahmad Hassanat

Progress in Artificial Intelligence

2020
journal-article

10.1007/s13748-020-00219-x

Detection and Analysis of Anomalies in People Density and Mobility through Wireless Smartphone Tracking

AUTHORS: Fernandez-Ares, A.; Garcia-Sanchez, P.; Arenas, M.G.; Mora, A.M.; Castillo-Valdivieso, P.A.

IEEE Access

2020
journal-article

10.1109/ACCESS.2020.2979367

Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm

AUTHORS: Qaddoura, Raneem; Faris, Hossam; Aljarah, Ibrahim; Merelo, J. J.; Castillo, Pedro A.

Proceedings of the International Joint Conference on Computational Intelligence (IJCCI)

2020
journal-article

10.5220/0010121504300438

Feature Selection using Binary Moth Flame Optimization with Time Varying Flames Strategies

AUTHORS: Abu Khurma, Ruba; Castillo, Pedro A.; Sharieh, Ahmad; Aljarah, Ibrahim

Proceedings of the International Joint Conference on Computational Intelligence (IJCCI)

2020
journal-article

10.5220/0010021700170027

Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context

AUTHORS: Faris, Hossam; Aljarah, Ibrahim; Habib, Maria; Castillo, Pedro A.

Icpram: Proceedings of the International Conference on Pattern Recognition Applications and Methods

2020
journal-article

10.5220/0008954004530460

Hate speech detection using word embedding and deep learning in the Arabic language context

AUTHORS: Faris, H.; Aljarah, I.; Habib, M.; Castillo, P.A.

ICPRAM 2020 - Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods

2020
conference-paper

Identifying Botnets by Analysing Twitter Traffic during the Super Bowl

AUTHORS: Safi, Salah; Jawazneh, Huthaifa; Mora, Antonio; Garcia, Pablo; Faris, Hossam; Castillo, Pedro A.

Proceedings of the International Joint Conference on Computational Intelligence (IJCCI)

2020
journal-article

10.5220/0010022301470154

Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish market

AUTHORS: Faris, H.; Abukhurma, R.; Almanaseer, W.; Saadeh, M.; Mora, A.M.; Castillo, P.A.; Aljarah, I.

Progress in Artificial Intelligence

2020
journal-article

10.1007/s13748-019-00197-9

New Fitness Functions in Binary Harris Hawks Optimization for Gene Selection in Microarray Datasets

AUTHORS: Khurma, Ruba Abu; Castillo, Pedro A.; Sharieh, Ahmad; Aljarah, Ibrahim

Proceedings of the International Joint Conference on Computational Intelligence (IJCCI)

2020
journal-article

10.5220/0010021601390146

Open Access and Altmetrics in the pandemic age: Forescast analysis on COVID-19 literature

AUTHORS: Daniel Torres-Salinas; Nicolas Robinson-Garcia; Pedro A. Castillo-Valdivieso

2020
other

10.1101/2020.04.23.057307

Sentiment Analysis for e-Payment Service Providers Using Evolutionary eXtreme Gradient Boosting

AUTHORS: Dana A. Al-Qudah; Ala' M. Al-Zoubi; Pedro A. Castillo-Valdivieso; Hossam Faris

IEEE Access

2020
journal-article

10.1109/ACCESS.2020.3032216

Values, Environmental Beliefs, and Connection With Nature as Predictive Factors of the Pro-environmental Vote in Spain

AUTHORS: Aguilar-Luzón, M.C.; Carmona, B.; Calvo-Salguero, A.; Castillo Valdivieso, P.A.

Frontiers in Psychology

2020
journal-article

10.3389/fpsyg.2020.01043

A bibliometric study of the research area of videogames using Dimensions.ai database

AUTHORS: García-Sánchez, P.; Mora, A.M.; Castillo, P.A.; Pérez, I.J.

Procedia Computer Science

2019
conference-paper

10.1016/j.procs.2019.12.045

A new approach for search engine optimization based case based reasoning to detect user’s intent

AUTHORS: Zouhair, A.; Gaou, S.; En-Naimi, E.M.; Castillo-Valdivieso, P.A.; Bertelle, C.

ACM International Conference Proceeding Series

2019
conference-paper

10.1145/3372938.3372975

Applying Ant Colony optimization for Service Function Chaining in a 5G Network

AUTHORS: Moreno, S.; Mora, A.M.; Padilla, P.; Carmona-Murillo, J.; Castillo, P.A.

2019 6th International Conference on Internet of Things: Systems, Management and Security, IOTSMS 2019

2019
conference-paper

10.1109/IOTSMS48152.2019.8939200

Distributed multi-objective evolutionary optimization using island-based selective operator application

AUTHORS: P. García-Sánchez; J. Ortega; J. González; P.A. Castillo; J.J. Merelo

Applied Soft Computing

2019
journal-article

10.1016/j.asoc.2019.105757

Improving the algorithmic efficiency and performance of channel-based evolutionary algorithms

AUTHORS: Guervós, J.-J.M.; Laredo, J.L.J.; Castillo, P.A.; Valdez, M.G.; Rojas-Galeano, S.

GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion

2019
conference-paper

10.1145/3319619.3322042

Optimization of Massive Connections in 5G Networks for IoT

AUTHORS: Cano, P.H.Z.; Ramirez-Arroyo, A.; Valero, F.L.; Valenzuela-Valdes, A.; Castillo-Valdivieso, P.A.; Valdes, J.F.V.

2019 6th International Conference on Internet of Things: Systems, Management and Security, IOTSMS 2019

2019
conference-paper

10.1109/IOTSMS48152.2019.8939211

A fuzzy rule-based system to predict energy consumption of genetic programming algorithms

Computer Science and Information Systems

2018
journal-article

10.2298/CSIS180110026A

Alife in the Clouds: A Short Review of Applications of Artificial Life to Cloud Computing and Back

AUTHORS: Merelo-Guervós, J.-J.; Castillo, P.A.; García-Valdez, M.

Frontiers in Robotics and AI

2018
journal-article

10.3389/frobt.2017.00064

Altmétricas a nivel institucional: visibilidad en la Web de la producción científica de las universidades españolas a partir de Altmetric.com

AUTHORS: Daniel Torres-Salinas; Pedro-Ángel Castillo-Valdivieso; Álvaro Pérez-Luque; Esteban Romero-Frías

El Profesional de la Información

2018
journal-article

10.3145/epi.2018.may.03

Energy-consumption prediction of genetic programming algorithms using a fuzzy rule-based system

GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion

2018
conference-paper

10.1145/3205651.3208216

Forecasting business failure in highly imbalanced distribution based on delay line reservoir

AUTHORS: Rodan, A.; Castillo, P.A.; Faris, H.; Al-Zoubi, A.M.; Mora, A.M.; Jawazneh, H.

ESANN 2018 - Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

2018
conference-paper

From ephemeral computing to deep bioinspired algorithms: New trends and applications

AUTHORS: Camacho, D.; Lara-Cabrera, R.; Merelo-Guervós, J.J.; Castillo, P.A.; Cotta, C.; Fernández-Leiva, A.J.; de Vega, F.F.; Chávez, F.

Future Generation Computer Systems

2018
journal-article

10.1016/j.future.2018.07.056

Revisiting population structure and particle swarm performance

AUTHORS: Fernandes, C.M.; Fachada, N.; Laredo, J.L.J.; Merelo, J.J.; Castillo, P.A.; Rosa, A.

IJCCI 2018 - Proceedings of the 10th International Joint Conference on Computational Intelligence

2018
conference-paper

10.5220/0006959502480254

The influence of input data standardization methods on the prediction accuracy of genetic programming generated classifiers

AUTHORS: Al Shorman, A.R.; Faris, H.; Castillo, P.A.; Merelo, J.J.; Al-Madi, N.

IJCCI 2018 - Proceedings of the 10th International Joint Conference on Computational Intelligence

2018
conference-paper

10.5220/0006959000790085

Analysing the influence of the fitness function on genetically programmed bots for a real-time strategy game

Entertainment Computing

2017
journal-article

Analysing the influence of the fitness function on genetically programmed bots for a real-time strategy game

AUTHORS: Fernández-Ares, A.; Mora, A.M.; García-Sánchez, P.; Castillo, P.A.; Merelo, J.J.

Entertainment Computing

2017
journal-article

10.1016/j.entcom.2016.08.001

Applying computational intelligence methods for predicting the sales of newly published books in a real editorial business management environment

AUTHORS: Castillo, P.A.; Mora, A.M.; Faris, H.; Merelo, J.J.; García-Sánchez, P.; Fernández-Ares, A.J.; De las Cuevas, P.; García-Arenas, M.I.

Knowledge-Based Systems

2017
journal-article

10.1016/j.knosys.2016.10.019

Applying computational intelligence methods for predicting the sales of newly published books in a real editorial business management environment

Knowledge-Based Systems

2017
journal-article

Finding Self-organized Criticality in Collaborative Work via Repository Mining

International Work-Conference on Artificial Neural Networks

2017
conference-paper

Impact of Protests in the Number of Smart Devices in Streets: A New Approach to Analyze Protesters Behavior

International Conference on Smart Cities

2017
conference-paper

Ranking Programming Languages for Evolutionary Algorithm Operations

European Conference on the Applications of Evolutionary Computation

2017
conference-paper

Self-organized criticality in code repositories

AUTHORS: Merelo, J. J.; Castillo, P. A.; Mora, Antonio M.; Garcia-Valdez, Mario; Cotta, Carlos; Fernandes, Carlos

FOURTEENTH EUROPEAN CONFERENCE ON ARTIFICIAL LIFE (ECAL)

2017
journal-article

10.7551/ECAL_A_087

Studying real traffic and mobility scenarios for a Smart City using a new monitoring and tracking system

AUTHORS: Fernández-Ares, A.; Mora, A.M.; Arenas, M.G.; García-Sanchez, P.; Romero, G.; Rivas, V.; Castillo, P.A.; Merelo, J.J.

Future Generation Computer Systems

2017
journal-article

10.1016/j.future.2016.11.021

A comparison of implementations of basic evolutionary algorithm operations in different languages

Evolutionary Computation (CEC), 2016 IEEE Congress on

2016
conference-paper

A comparison of implementations of basic evolutionary algorithm operations in different languages

AUTHORS: Merelo-Guervós, J.-J.; Blancas-Álvarez, I.; Castillo, P.A.; Romero, G.; Rivas, V.M.; García-Valdez, M.; Hernández-Águila, A.; Romáin, M.

2016 IEEE Congress on Evolutionary Computation, CEC 2016

2016
conference-paper

10.1109/CEC.2016.7743980

A Cross-Platform Assessment of Energy Consumption in Evolutionary Algorithms

International Conference on Parallel Problem Solving from Nature

2016
conference-paper

A Novel Wireless Mobility Monitoring and Tracking System

AUTHORS: Antonio J. Fern?ndez-Ares; Antonio M. Mora-Garcia; Mar?a I. Garc?a-Arenas; Pablo Garc?a-S?nchez; Gustavo Romero; Suhail M. Odeh; Pedro A. Castillo

International Journal of Conceptual Structures and Smart Applications

2016
journal-article

10.4018/IJCSSA.2016070104

A Novel Wireless Mobility Monitoring and Tracking System: Applications for Smart Traffic

International Journal of Conceptual Structures and Smart Applications (IJCSSA)

2016
journal-article

Addressing High Dimensional Multi-objective Optimization Problems by Coevolutionary Islands with Overlapping Search Spaces

European Conference on the Applications of Evolutionary Computation

2016
conference-paper

An Approach for Estimation of Integrated Reliability Indices and Maintenance Intervals of Fiber-Optic Communication Lines

AUTHORS: Maystrenko, Vasilii A.; Bogachkov, Igor V.; Kopytov, Evgeny Y.; Lyubchenko, Alexander A.; Lutchenko, Sergey S.; Castillo, Pedro A.

International Conference on Actual Problems of Electronics Instrument Engineering (APEIE)

2016
conference-paper

10.1109/APEIE.2016.7806885

An approach for estimation of integrated reliability indices and maintenance intervals of fiber-optic communication lines

Actual Problems of Electronics Instrument Engineering (APEIE), 2016 13th International Scientific-Technical Conference on

2016
conference-paper

An approach for estimation of integrated reliability indices and maintenance intervals of fiber-optic communication lines

AUTHORS: Maystrenko, V.A.; Bogachkov, I.V.; Kopytov, E.Y.; Lyubchenko, A.A.; Lutchenko, S.S.; Castillo, P.A.

2016 13th International Scientific-Technical Conference on Actual Problems of Electronic Instrument Engineering, APEIE 2016 - Proceedings

2016
conference-paper

10.1109/APEIE.2016.7806413

Application Areas of Ephemeral Computing: A Survey

Transactions on Computational Collective Intelligence XXIV

2016
book-chapter

Benchmarking languages for evolutionary algorithms

European Conference on the Applications of Evolutionary Computation

2016
conference-paper

Comparing Heterogeneous and Homogeneous Flocking Strategies for the Ghost Team in the Game of Ms. Pac-Man

AUTHORS: Liberatore, F.; Mora, A.M.; Castillo, P.A.; Merelo, J.J.

IEEE Transactions on Computational Intelligence and AI in Games

2016
journal-article

10.1109/TCIAIG.2015.2425795

Comparing heterogeneous and homogeneous flocking strategies for the ghost team in the game of Ms. Pac-Man

IEEE Transactions on Computational Intelligence and AI in Games

2016
journal-article

Comparing Wireless Traffic Tracking with Regular Traffic Control Systems for the Detection of Congestions in Streets

Smart Cities: First International Conference, Smart-CT 2016, Málaga, Spain, June 15-17, 2016, Proceedings

2016
conference-paper

Comparing wireless traffic tracking with regular traffic control systems for the detection of congestions in streets

International Conference on Smart Cities

2016
conference-paper

EvoloPy: An open-source nature-inspired optimization framework in python

AUTHORS: Faris, H.; Aljarah, I.; Mirjalili, S.; Castillo, P.A.; Merelo, J.J.

IJCCI 2016 - Proceedings of the 8th International Joint Conference on Computational Intelligence

2016
conference-paper

10.5220/0006048201710177

EvoloPy: An Open-source Nature-inspired Optimization Framework in Python.

IJCCI (ECTA)

2016
conference-paper

It can only be one: Bot evolution for survival-based RTS,Sólo puede quedar uno: Evolución de Bots para RTS basada en supervivencia

AUTHORS: Fernández-Ares, A.; Mora, A.M.; García-Sánchez, P.; Castillo, P.A.; Merelo, J.J.

CEUR Workshop Proceedings

2016
conference-paper

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

AUTHORS: Merelo, Juan-J.; García-Valdez, Mario; Castillo, Pedro A.; García-Sánchez, Pablo; de las Cuevas, P.; Rico, Nuria

ArXiv

2016
journal-article

NodIO: A Framework and Architecture for Pool-based Evolutionary Computation

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion

2016
conference-paper

NodIO: A framework and architecture for pool-based evolutionary computation

AUTHORS: Merelo, J.J.; Castillo, P.A.; García-Sánchez, P.; De Las Cuevas, P.; García Valdez, M.

GECCO 2016 Companion - Proceedings of the 2016 Genetic and Evolutionary Computation Conference

2016
conference-paper

10.1145/2908961.2931723

Parameter analysis of Monte Carlo simulation model for improvement of its performance with high accuracy of reliability estimations of radiocommunication equipment

AUTHORS: Lyubchenko, A.; Bartosh, S.; Castillo, P.A.; Arenas, M.G.; Kopytov, E.

2016 International Siberian Conference on Control and Communications, SIBCON 2016 - Proceedings

2016
conference-paper

10.1109/SIBCON.2016.7491778

Parameter analysis of Monte Carlo simulation model for improvement of its performance with high accuracy of reliability estimations of radiocommunication equipment

Control and Communications (SIBCON), 2016 International Siberian Conference on

2016
conference-paper

Performance for the Masses: Experiments with A Web Based Architecture to Harness Volunteer Resources for Low Cost Distributed Evolutionary Computation

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference

2016
conference-paper

Performance for the masses: Experiments with A Web based architecture to harness volunteer resources for low cost distributed evolutionary computation

AUTHORS: Merelo, J.-J.; Castillo, P.A.; García-Sánchez, P.; De Las Cuevas, P.; Rico, N.; García-Valdez, M.

GECCO 2016 - Proceedings of the 2016 Genetic and Evolutionary Computation Conference

2016
conference-paper

10.1145/2908812.2908849

Ranking the performance of compiled and interpreted languages in genetic algorithms

AUTHORS: Merelo-Guervós, J.-J.; Blancas-Álvarez, I.; Castillo, P.A.; Romero, G.; García-Sánchez, P.; Rivas, V.M.; García-Valdez, M.; Hernández-Águila, A.; Román, M.

IJCCI 2016 - Proceedings of the 8th International Joint Conference on Computational Intelligence

2016
conference-paper

10.5220/0006048101640170

Simulation approach for optimal maintenance intervals estimation of electronic devices

Automation Control Theory Perspectives in Intelligent Systems

2016
book-chapter

Studying real traffic and mobility scenarios for a Smart City using a new monitoring and tracking system

Future Generation Computer Systems

2016
journal-article

Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters

AUTHORS: García-Sánchez, P.; Romero, G.; González, J.; Miguel Mora, A.; Arenas, M.G.; Castillo, P.Á.; Fernandes, C.; Julián Merelo, J.

Applied Soft Computing Journal

2016
journal-article

10.1016/j.asoc.2015.09.052

Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters

Applied Soft Computing

2016
journal-article

The Uncertainty Quandary: A Study in the Context of the Evolutionary Optimization in Games and Other Uncertain Environments

Transactions on Computational Collective Intelligence XXIV

2016
book-chapter

There can be only one: Evolving rts bots via joust selection

European Conference on the Applications of Evolutionary Computation

2016
conference-paper

A Methodology to Develop Service Oriented Evolutionary Algorithms

Intelligent Distributed Computing VIII

2015
book-chapter

A methodology to develop service oriented evolutionary algorithms

Studies in Computational Intelligence

2015
journal-article

10.1007/978-3-319-10422-5_13

An overview on the termination conditions in the evolution of game bots

AUTHORS: Fernández-Ares, A.; García-Sánchez, P.; Mora, A.M.; Castillo, P.A.; Merelo, J.J.; Arenas, M.G.; Romero, G.

CEUR Workshop Proceedings

2015
conference-paper

An Overview on the Termination Conditions in the Evolution of Game Bots.

CoSECivi

2015
conference-paper

Comparing Optimization Methods, in Continuous Space, for Modelling with a Diffusion Process

International Work-Conference on Artificial Neural Networks

2015
conference-paper

Corporate security solutions for BYOD: A novel user-centric and self-adaptive system

Computer Communications

2015
journal-article

Corporate security solutions for BYOD: A novel user-centric and self-adaptive system

AUTHORS: De Las Cuevas, P.; Mora, A.M.; Merelo, J.J.; Castillo, P.A.; García-Sánchez, P.; Fernández-Ares, A.

Computer Communications

2015
journal-article

10.1016/j.comcom.2015.07.019

Ephemeral computing and bioinspired optimization: Challenges and Opportunities

AUTHORS: Cotta, C.; Fernández-Leiva, A.J.; De Vega, F.F.; Chávez, F.; Merelo, J.J.; Castillo, P.A.; Camacho, D.; Bello-Orgaz, G.

IJCCI 2015 - Proceedings of the 7th International Joint Conference on Computational Intelligence

2015
conference-paper

10.5220/0005628903190324

Ephemeral computing and bioinspired optimization: Challenges and opportunities

Computational Intelligence (IJCCI), 2015 7th International Joint Conference on

2015
conference-paper

How the World Was MADE: Parametrization of Evolved Agent-Based Models for Backstory Generation

Applications of Evolutionary Computation: 18th European Conference, EvoApplications 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings

2015
conference-paper

It’s time to stop: A comparison of termination conditions in the evolution of game bots

European Conference on the Applications of Evolutionary Computation

2015
conference-paper

Modelling a Human-Like Bot in a First Person Shooter Game

AUTHORS: Antonio M. Mora; Francisco Aisa; Pablo Garc?a-S?nchez; Pedro ?. Castillo; Juan J. Merelo

International Journal of Creative Interfaces and Computer Graphics

2015
journal-article

10.4018/IJCICG.2015010102

Modelling a human-like bot in a first person shooter game

International Journal of Creative Interfaces and Computer Graphics (IJCICG)

2015
journal-article

Assessing different architectures for evolutionary algorithms in JavaScript

AUTHORS: Merelov, J.-J.; Castillo, P.; Mora, A.; Esparcia-Alcázar, A.I.; Rivas-Santos, V.M.

GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference

2014
conference-paper

10.1145/2598394.2598460

Assessing different architectures for evolutionary algorithms in javascript

Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation

2014
conference-paper

Co-evolutionary optimization of autonomous agents in a real-time strategy game

European Conference on the Applications of Evolutionary Computation

2014
conference-paper

Creating autonomous agents for playing Super Mario Bros game by means of evolutionary finite state machines

Evolutionary Intelligence

2014
journal-article

Creating autonomous agents for playing Super Mario Bros game by means of evolutionary finite state machines

Evolutionary Intelligence

2014
journal-article

10.1007/s12065-014-0105-7

Designing competitive bots for a real time strategy game using genetic programming

AUTHORS: Fernández-Ares, A.; García-Sánchez, P.; Mora, A.M.; Castillo, P.A.; Merelo, J.J.

CEUR Workshop Proceedings

2014
conference-paper

Designing competitive bots for a real time strategy game using genetic programming.

CoSECivi

2014
conference-paper

Evolving evil: Optimizing flocking strategies through genetic algorithms for the Ghost Team in the game of Ms. Pac-Man

AUTHORS: Liberatore, F.; Mora, A.M.; Castillo, P.A.; Merelo, J.J.

CEUR Workshop Proceedings

2014
conference-paper

Evolving evil: Optimizing flocking strategies through genetic algorithms for the ghost team in the game of Ms. Pac-Man

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2014
journal-article

10.1007/978-3-662-45523-4_26

Evolving evil: optimizing flocking strategies through genetic algorithms for the ghost team in the game of Ms. Pac-Man

European Conference on the Applications of Evolutionary Computation

2014
conference-paper

NodEO, a multi-paradigm distributed evolutionary algorithm platform in JavaScript

Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation

2014
conference-paper

NodEO, a multi-paradigm distributed evolutionary algorithm platform in JavaScript

GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference

2014
conference-paper

10.1145/2598394.2605688

Studying and tackling noisy fitness in evolutionary design of game characters

ECTA 2014 - Proceedings of the International Conference on Evolutionary Computation Theory and Applications

2014
conference-paper

Studying and tackling noisy fitness in evolutionary design of game characters

AUTHORS: Merelo, J.J.; Castillo, P.A.; Mora, A.; Fernández-Ares, A.; Esparcia-Alcázar, A.I.; Cotta, C.; Rico, N.

ECTA 2014 - Proceedings of the International Conference on Evolutionary Computation Theory and Applications

2014
conference-paper

10.5220/0005085700760085

Studying and Tackling Noisy Fitness in Evolutionary Design of Game Characters.

IJCCI (ECTA)

2014
conference-paper

Studying individualized transit indicators using a new low-cost information system

AUTHORS: Castillo, P.A.; Fernández-Ares, A.; García-Fernández, P.; García-Sánchez, P.; Arenas, M.G.; Mora, A.M.; Rivas, V.M.; Asensio, J.J.; Romero, G.; Merelo, J.J.

Handbook of Research on Embedded Systems Design

2014
book-chapter

10.4018/978-1-4666-6194-3.ch016

Studying individualized transit indicators using a new low-cost information system

Handbook of Research on Embedded Systems Design, Advances in Systems Analysis, Software Engineering, and High Performance Computing

2014
journal-article

Traffic flow forecasting in real world

AUTHORS: Arenas, M. G.; Rico, N.; Rivas, V. M.; Castillo, Pedro; Fernandez-Ares, A.; Garcia-Fernandez, P.; Garcia-Sanchez, P.; Mora, A. M.; Asensio, J. J.; Romero, G.; Merelo, J. J.

International Work-conference on Time Series (ITISE)

2014
journal-article

Tree depth influence in genetic programming for generation of competitive agents for RTS games

European Conference on the Applications of Evolutionary Computation

2014
conference-paper

Tree depth influence in genetic programming for generation of competitive agents for RTS games

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2014
journal-article

10.1007/978-3-662-45523-4_34

A search for scalable evolutionary solutions to the game of MasterMind

Evolutionary Computation (CEC), 2013 IEEE Congress on

2013
conference-paper

A search for scalable evolutionary solutions to the game of MasterMind

2013 IEEE Congress on Evolutionary Computation, CEC 2013

2013
conference-paper

10.1109/CEC.2013.6557843

Cloud-based evolutionary algorithms: An algorithmic study

AUTHORS: Meri, K.; Arenas, M. G.; Mora, A. M.; Merelo, J. J.; Castillo, P. A.; Garcia-Sanchez, P.; Laredo, J. L. J.

Natural Computing

2013
journal-article

10.1007/s11047-012-9358-1

Cloud-based evolutionary algorithms: An algorithmic study

Natural Computing

2013
journal-article

Designing and Evolving an Unreal Tournament™ 2004 Expert Bot

AUTHORS: Mora, Antonio M.; Aisa, Francisco; Caballero, Ricardo; Garcia-Sanchez, Pablo; Julian Merelo, Juan; Castillo, Pedro A.; Lara-Cabrera, Raul

Lecture Notes in Computer Science

2013
journal-article

Designing and evolving an unreal tournament™ 2004 expert bot

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2013
journal-article

10.1007/978-3-642-38682-4_34

Developing services in a service oriented architecture for evolutionary algorithms

AUTHORS: García-Sánchez, P.; Arenas, M.I.G.; Mora, A.M.; Castillo, P.Á.; Fernandes, C.; De Las Cuevas, P.; Romero, G.; González, J.; Merelo, J.J.

GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion

2013
conference-paper

10.1145/2464576.2466806

hCHAC: A family of MOACO algorithms for the resolution of the bi-criteria military unit pathfinding problem

AUTHORS: Mora, A. M.; Merelo, J. J.; Castillo, P. A.; Arenas, M. G.

Computers & Operations Research

2013
journal-article

10.1016/j.cor.2011.11.015

Improving evolutionary solutions to the game of MasterMind using an entropy-based scoring method

GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference

2013
conference-paper

10.1145/2463372.2463473

Migration Study on a Pareto-based Island Model for MOACOs

AUTHORS: Mora, Antonio M.; Garcia-Sanchez, Pablo; Merelo, Juan J.; Castillo, Pedro A.

Genetic and Evolutionary Computation Conference

2013
conference-paper

Migration study on a pareto-based island model for MOACOs

GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference

2013
conference-paper

10.1145/2463372.2463390

Modelling Human Expert Behaviour in an Unreal Tournamenta 2004 Bot

Actas del Primer Simposio Español de Entretenimiento Digital

2013
conference-paper

Pareto-based multi-colony multi-objective ant colony optimization algorithms: An island model proposal

Soft Computing

2013
journal-article

10.1007/s00500-013-0993-y

Service oriented evolutionary algorithms

AUTHORS: Garcia-Sanchez, P.; Gonzalez, J.; Castillo, P. A.; Arenas, M. G.; Merelo-Guervos, J. J.

Soft Computing

2013
journal-article

10.1007/s00500-013-0999-5

Service oriented evolutionary algorithms

Soft Computing

2013
journal-article

Using SOAP and REST web services as communication protocol for distributed evolutionary computation

International Journal of Computers & Technology

2013
journal-article

Using statistical tools to determine the significance and relative importance of the main parameters of an evolutionary algorithm

AUTHORS: Arenas, M. G.; Rico, N.; Mora, A. M.; Castillo, P. A.; Merelo, J. J.

Intelligent Data Analysis

2013
journal-article

10.3233/IDA-130606

Determining the significance and relative importance of parameters of a simulated quenching algorithm using statistical tools

AUTHORS: Castillo, P. A.; Arenas, M. G.; Rico, N.; Mora, A. M.; Garcia-Sanchez, P.; Laredo, J. L. J.; Merelo, J. J.

Applied Intelligence

2012
journal-article

10.1007/s10489-011-0324-x

GPU Computation in Bioinformatics. A review

Advances in Intelligent Modelling and Simulation

2012
journal-article

Using Student Conferences to Increase Participation in the Classroom: A Case Study

AUTHORS: Arenas, M. G.; Castillo, P. A.; Fernandez de Vega, F.; Merelo, J. J.

Ieee Transactions on Education

2012
journal-article

10.1109/TE.2012.2188030

Assessing speed-ups in commodity cloud storage services for distributed evolutionary algorithms

AUTHORS: Garcia-Arenas, M.; Merelo, J.-J.; Mora, A.M.; Castillo, P.; Romero, G.; Laredo, J.L.J.

2011 IEEE Congress of Evolutionary Computation, CEC 2011

2011
conference-paper

10.1109/CEC.2011.5949633

Cloud-based evolutionary parallel computation using low cost storage services

AUTHORS: Arenas, M.G.; Merelo, J.J.; Castillo, P.; Romero, G.; Laredo, J.L.J.; Mora, A.

Proceedings - 2011 1st International Symposium on Network Cloud Computing and Applications, NCCA 2011

2011
conference-paper

10.1109/NCCA.2011.16

Cloud-based Evolutionary Parallel Computation using low cost storage services

Network Cloud Computing and Applications (NCCA), 2011 First International Symposium on

2011
conference-paper

Distributed Evolutionary Computation using REST

AUTHORS: Castillo, P.A.; Arenas, M.G.; Mora, A.M.; Laredo, J.L.J.; Romero, G.; Rivas, V.M; Merelo, J.J.

ArXiv

2011
journal-article

Preface to the special issue on: Emerging Applications of Embedded Systems Research

Journal of Systems Architecture

2011
journal-article

10.1016/j.sysarc.2011.11.001

SOAP vs REST: Comparing a master-slave GA implementation

AUTHORS: Castillo, P.A.; Bernier, J.L.; Arenas, M.G.; Merelo, J.J.; Garcia-Sanchez, P.

ArXiv

2011
journal-article

Using free cloud storage services for distributed evolutionary algorithms

AUTHORS: Arenas, M.G.; Merelo, J.-J.; Castillo, P.; Laredo, J.-L.J.; Romero, G.; Mora, A.M.

Genetic and Evolutionary Computation Conference, GECCO'11

2011
conference-paper

10.1145/2001576.2001792

Algorithm::Evolutionary, a flexible Perl module for evolutionary computation

Soft Computing

2010
journal-article

10.1007/s00500-009-0504-3

Evolving Bot AI in Unreal™

AUTHORS: Miguel Mora, Antonio; Montoya, Ramon; Julian Merelo, Juan; Garcia Sanchez, Pablo; Angel Castillo, Pedro; Jimenez Laredo, Juan Luis; Isabel Martinez, Ana; Espacia, Anna

Lecture Notes in Computer Science

2010
journal-article

Evolving bot AI in unreal™

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2010
journal-article

10.1007/978-3-642-12239-2-18

Evolving the cooperative behaviour in Unreal bots

AUTHORS: Mora, A.M.; Moreno, M.A.; Merelo, J.J.; Castillo, P.A.; Arenas, M.G.; Laredo, J.L.J.

Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games, CIG2010

2010
conference-paper

10.1109/ITW.2010.5593347

Optimizing evolutionary algorithms at program level

Proceedings META

2010
journal-article

Sleeping with ants, SVMs, multilayer perceptrons and SOMs

Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10

2010
conference-paper

10.1109/ISDA.2010.5687278

Statistical analysis of the parameters of the simulated annealing algorithm

AUTHORS: Arenas, M.G.; Laredo, J.L.J.; Castillo, P.A.; Saanchez, P.G.; Mora, A.M.; Prieto, A.; Merelo, J.J.

2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010

2010
conference-paper

10.1109/CEC.2010.5586160

Towards an Automatic Sleep Classification Procedure Using Wavelet Based Feature Extraction

Proceedings of The 2010 International Conference on Metaheuristics and Nature Inspired Computing

2010
conference-paper

Evolving machine microprograms: Application to the CODE2 microarchitecture

Advances in Soft Computing

2009
journal-article

10.1007/978-3-540-85863-8_54

Improving evolution of XSLT stylesheets using heuristic operators

Advances in Soft Computing

2009
journal-article

10.1007/978-3-540-85863-8_20

Increasing GP Computing Power for Free via Desktop GRID Computing and Virtualization

AUTHORS: Lombrana Gonzalez, Daniel; Fernandez de Vega, Francisco; Trujillo, Leonardo; Olague, Gustavo; Araujo, Lourdes; Castillo, Pedro; Julian Merelo, Juan; Sharman, Ken

Proceedings of the Parallel, Distributed and Network-based Processing

2009
conference-paper

10.1109/.24

Increasing GP computing power for free via desktop GRID computing and virtualization

Proceedings of the 17th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2009

2009
conference-paper

10.1109/PDP.2009.25

Pervasive evolutionary algorithms on mobile devices

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2009
journal-article

10.1007/978-3-642-02481-8_23

Studying the cache size in a gossip-based evolutionary algorithm

Studies in Computational Intelligence

2009
journal-article

10.1007/978-3-642-03214-1_13

Using UN/CEFACT’S modelling methodology (UMM) in e-health projects

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2009
journal-article

10.1007/978-3-642-02478-8_116

Architecture performance prediction using evolutionary artificial neural networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008
journal-article

10.1007/978-3-540-78761-7_18

Asynchronous distributed genetic algorithms with Javascript and JSON

2008 IEEE Congress on Evolutionary Computation, CEC 2008

2008
conference-paper

10.1109/CEC.2008.4630973

Automatic generation of XSLT stylesheets using evolutionary algorithms

GECCO'08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008

2008
conference-paper

Automatic generation of XSLT stylesheets using evolutionary algorithms

AUTHORS: García-Sánchez, P.; Laredo, J.L.J.; Merelo, J.J.; Mora, A.M.; Sevilla, J.R.; Castillo, P.A.

GECCO'08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008

2008
conference-paper

10.1145/1389095.1389417

Comparing multiobjective evolutionary ensembles for minimizing type I and II errors for bankruptcy prediction

2008 IEEE Congress on Evolutionary Computation, CEC 2008

2008
conference-paper

10.1109/CEC.2008.4631188

Discovering causes of financial distress by combining evolutionary algorithms and artificial neural networks

GECCO'08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008

2008
conference-paper

Discovering causes of financial distress by combining evolutionary algorithms and artificial neural networks

AUTHORS: Mora, A.M.; Castillo, P.A.; Merelo, J.J.; Alfaro-Cid, E.; Esparcia-Alcázar, A.I.; Sharman, K.

GECCO'08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008

2008
conference-paper

Evolutionary system for prediction and optimization of hardware architecture performance

2008 IEEE Congress on Evolutionary Computation, CEC 2008

2008
conference-paper

10.1109/CEC.2008.4631054

Evolvable agents in static and dynamic optimization problems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008
journal-article

10.1007/978-3-540-87700-4_49

Evolvable agents, a fine grained approach for distributed evolutionary computing: Walking towards the peer-to-peer computing frontiers

Soft Computing

2008
journal-article

10.1007/s00500-008-0297-9

Evolving machine microprograms

GECCO'08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008

2008
conference-paper

Evolving machine microprograms

AUTHORS: Castillo, P.A.; Fernández, G.; Mora, A.; Merelo, J.J.; Bernier, J.L.; Prieto, A.

GECCO'08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008

2008
conference-paper

10.1145/1389095.1389299

Evolving XSLT stylesheets for document transformation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008
journal-article

10.1007/978-3-540-87700-4_101

Exploring population structures for locally concurrent and massively parallel Evolutionary Algorithms

2008 IEEE Congress on Evolutionary Computation, CEC 2008

2008
conference-paper

10.1109/CEC.2008.4631148

hCHAC-4, an ACO algorithm for solving the four-criteria military path-finding problem

Studies in Computational Intelligence

2008
journal-article

10.1007/978-3-540-78987-1_7

Influence of parameters on the performance of a MOACO algorithm for solving the bi-criteria military path-finding problem

2008 IEEE Congress on Evolutionary Computation, CEC 2008

2008
conference-paper

10.1109/CEC.2008.4631272

Interpreted Applications within BOINC Infrastructure

AUTHORS: Lombrana Gonzalez, Daniel; Fernandez de Vega, Francisco; Trujillo, L.; Olague, G.; Cardenas, M.; Araujo, L.; Castillo, P.; Sharman, K.; Silva, A.

Ibergrid: Iberian Grid Infrastructure Conference Proceedings

2008
journal-article

Interpreted applications within boinc infrastructure

IBERGRID 2nd Iberian Grid Infrastructure Conference Proceedings

2008
conference-paper

NectaRSS, an intelligent RSS feed reader

AUTHORS: Samper, Juan J.; Castillo, Pedro A.; Araujo, Lourdes; Merelo, J. J.; Cordon, Oscar; Tricas, Fernando

Journal of Network and Computer Applications

2008
journal-article

10.1016/j.jnca.2007.09.001

P2P evolutionary algorithms: A suitable approach for tackling large instances in hard optimization problems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008
journal-article

10.1007/978-3-540-85451-7_66

Parallel multi-objective optimization of multi-layer perceptron ensembles for pattern classification [Optimización paralela multiobjetivo de conjuntos de perceptrones multicapa para clasificación de patrones]

Inteligencia Artificial

2008
journal-article

Parallel multi-objective optimization of multi-layer perceptron ensembles for pattern classification,Optimización paralela multiobjetivo de conjuntos de perceptrones multicapa para clasificación de patrones

AUTHORS: Castillo, P.A.; Merelo-Guervós, J.J.

Inteligencia Artificial

2008
journal-article

Removal of retained subretinal perfluorocarbon liquid

British Journal of Ophthalmology

2008
journal-article

Resilience to churn of a peer-to-peer evolutionary algorithm

International Journal of High Performance Systems Architecture

2008
journal-article

Resilience to churn of a peer-to-peer evolutionary algorithm

AUTHORS: Laredo, J.L.J.; Castillo, P.A.; Mora, A.M.; Merelo, M.; Fernandes, C.

International Journal of High Performance Systems Architecture

2008
journal-article

10.1504/IJHPSA.2008.024210

Testing the intermediate disturbance hypothesis: Effect of asynchronous population incorporation on multi-deme evolutionary algorithms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008
journal-article

10.1007/978-3-540-87700-4_27

Balancing safety and speed in the military path finding problem: Analysis of different ACO algorithms

Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference, Companion Material

2007
conference-paper

10.1145/1274000.1274032

Comparing ACO algorithms for solving the Bi-criteria military path-finding problem

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007
journal-article

Comparing evolutionary hybrid systems for design and optimization of multilayer perceptron structure along training parameters

AUTHORS: Castillo, P. A.; Merelo, J. J.; Arenas, M. G.; Romero, G.

Information Sciences

2007
journal-article

10.1016/j.ins.2007.02.021

Empirical validation of a gossiping communication mechanism for parallel EAs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007
conference-paper

Enhancing a MOACO for solving the bi-criteria pathfinding problem for a military unit in a realistic battlefield

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007
conference-paper

Exploring selection mechanisms for an agent-based distributed evolutionary algorithm

Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference, Companion Material

2007
conference-paper

10.1145/1274000.1274086

Predicting financial distress: A case study using self-organizing maps

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007
journal-article

Self-adaptive Gossip Policies for Distributed Population-based Algorithms

AUTHORS: Laredo, J.L.J.; Eiben, E.A.; Schoenauer, M.; Castillo, P.A.; Mora, A.M.; Fernandez, F.; Merelo, J.J.

ArXiv

2007
journal-article

Finding a needle in a haystack using hints and evolutionary computation: The case of evolutionary MasterMind

AUTHORS: Merelo-Guervós, J.J.; Castillo, P.; Rivas, V.M.

Applied Soft Computing Journal

2006
journal-article

10.1016/j.asoc.2004.09.003

Finding a needle in a haystack using hints and evolutionary computation: the case of evolutionary MasterMind

Applied Soft Computing

2006
journal-article

Multiobjective optimization of ensembles of multilayer perceptrons for pattern classification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2006
journal-article

Optimización de perceptrones multicapa mediante algoritmos evolutivos

Inteligencia Artificial

2006
journal-article

Optimización de perceptrones multicapa mediante algoritmos evolutivos

AUTHORS: Castillo, P.A.

Inteligencia Artificial

2006
journal-article

Optimization of multilayer perceptrons using evolutionary algorithms.

INTELIGENCIA ARTIFICIAL

2006
journal-article

Co-evolving multilayer perceptrons along training sets

Computational Intelligence, Theory and Applications

2005
book-chapter

Designing a control system for an autonomous robot using an evolutionary algorithm

AUTHORS: Castillo, P.A.; Romero, G.; Arenas, M.G.; Merelo, J.J.; Prieto, A.

Lecture Notes in Computer Science

2005
conference-paper

10.1007/11494669_84

Designing a control system for an autonomous robot using an evolutionary algorithm

International Work-Conference on Artificial Neural Networks

2005
conference-paper

Designing a control system for an autonomous robot using an evolutionary algorithm

Lecture Notes in Computer Science

2005
conference-paper

Evolutionary design of a brain-computer interface

AUTHORS: Romero, G.; Arenas, M.G.; Castillo, P.A.; Merelo, J.J.

Lecture Notes in Computer Science

2005
conference-paper

10.1007/11494669_82

Evolutionary design of a brain-computer interface

Lecture Notes in Computer Science

2005
conference-paper

Teaching Assembly Language Using a Robot Simulator as Part of a Course on Computer Structure

Edited by A. Méndez

2005
journal-article

Web site Prototype Design to Suit the Education and Research Pur-poses of University Departments

2005
journal-article

Clustering web-based communities using self-organizing maps

IADIS International Conference Web Based Communities

2004
conference-paper

Comparing hybrid systems to design and optimize artificial neural networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004
journal-article

Comparison of the thermal stability of Ru cationic complexes in BEA and Y zeolites

AUTHORS: Fontaine, C; Castillo, P; Ramirez, J; Peltre, MJ; Warmont, F; Louis, C; Massiani, P

Studies in Surface Science and Catalysis

2004
journal-article

10.1016/S0167-2991(04)80709-2

Conference paper assignment using a combined greedy/evolutionary algorithm

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2004
journal-article

Evolving RBF neural networks for time-series forecasting with EvRBF

AUTHORS: Rivas, V.M.; Merelo, J.J.; Castillo, P.A.; Arenas, M.G.; Castellano, J.G.

Information Sciences

2004
journal-article

10.1016/j.ins.2003.09.025

Application of HLVQ and G-Prop neural networks to the problem of bankruptcy prediction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2003
journal-article

Artificial neural networks design using evolutionary algorithms

Advances in Soft Computing: Engineering Design and Manufacturing

2003
journal-article

Artificial neural networks design using evolutionary algorithms

AUTHORS: Castillo, PA; Arenas, MG; Castillo-Valdivieso, JJ; Merelo, JJ; Prieto, A; Romero, G

Advances in Soft Computing: Engineering Design and Manufacturing

2003
journal-article

10.1007/978-1-4471-3744-3_5

Cooperative Co-evolution of multilayer perceptrons

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2003
journal-article

Evolving two-dimensional fuzzy systems

Fuzzy Sets and Systems

2003
journal-article

10.1016/S0165-0114(02)00483-9

Specifying evolutionary algorithms in XML

AUTHORS: Guervós, JJM; Valdivieso, PAC; López, GR; Arenas, MG

Lecture Notes in Computer Science

2003
journal-article

10.1007/3-540-44868-3_64

Visualization of neural net evolution

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2003
journal-article

Evolved rbf networks for time-series forecasting and function approximation

International Conference on Parallel Problem Solving from Nature

2002
conference-paper

Genetic algorithm visualization using self-organizing maps

PPSN

2002
conference-paper

Hybrid Algorithms: Neurogenetic Algorithms, Evolutionary Techniques Applied to Neural Nets-Evolved RBF Networks for Time-Series Forecasting and Function Approximation

Lecture Notes in Computer Science

2002
journal-article

JEO: Java evolving objects

Proceedings of the 4th Annual Conference on Genetic and Evolutionary Computation

2002
conference-paper

Optimisation of multilayer perceptrons using a distributed evolutionary algorithm with SOAP

International Conference on Parallel Problem Solving from Nature

2002
conference-paper

Statistical analysis of the main parameters involved in the design of a genetic algorithm

IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews

2002
journal-article

10.1109/TSMCC.2002.1009128

Statistical analysis of the parameters of a neuro-genetic algorithm

AUTHORS: Castillo-Valdivieso, P.A.; Merelo, J.J.; Prieto, A.; Rojas, I.; Romero, G.

IEEE Transactions on Neural Networks

2002
journal-article

10.1109/TNN.2002.804281

Evolving RBF neural networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2001
journal-article

JEO: a framework for Evolving Objects in Java

Actas Jornadas de Paralelismo

2001
journal-article

Using SOM for neural network visualization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2001
journal-article

Evolutionary computation visualization: Application to G-PROP

International Conference on Parallel Problem Solving from Nature

2000
conference-paper

Evolving multilayer perceptrons

Neural Processing Letters

2000
journal-article

10.1023/A:1009684907680

Evolving Objects

AUTHORS: Merelo, J.J.; Arenas, M.G.; Carpio, J.; Castillo, P.; Rivas, V.M.; Romero, G.; Schoenauer, M.

Proceedings of the Joint Conference on Information Sciences

2000
conference-paper

Evolving objects

STATE KEY LABORATORY OF SOFTWARE ENGINEERING, WUHAN UNIVERSITY

2000
conference-paper

Evolving objects

AUTHORS: Merelo, JJ; Arenas, MG; Carpio, J; Castillo, P; Rivas, VM; Romero, G

PROCEEDINGS OF THE FIFTH JOINT CONFERENCE ON INFORMATION SCIENCES, VOLS 1 AND 2

2000
journal-article

G-Prop: Global optimization of multilayer perceptrons using GAs

Neurocomputing

2000
journal-article

10.1016/S0925-2312(00)00302-7

Jenetic: A distributed, fine-grained, asynchronous evolutionary algorithm using Jini

Proceedings of the Joint Conference on Information Sciences

2000
conference-paper

Jenetic: A distributed, fine-grained, asynchronous evolutionary algorithm using Jini

AUTHORS: Atienza, J.; Castillo, P.A.; Arenasl, M.G.; González, J.; Merelo, J.J.

Proceedings of the Joint Conference on Information Sciences

2000
conference-paper

Jenetic:: a distributed, fine-grained, asynchronous evolutionary algorithm using Jini

AUTHORS: Atienza, J; Castillo, PA; Arenasl, MG; González, J; Merelo, JJ

PROCEEDINGS OF THE FIFTH JOINT CONFERENCE ON INFORMATION SCIENCES, VOLS 1 AND 2

2000
journal-article

Finding a needle in a haystack using hints and evolutionary computation: the case of genetic mastermind

Late breaking papers at the GECCO99

1999
journal-article

G-Prop-II: Global optimization of multilayer perceptrons using GAs

Proceedings of the 1999 Congress on Evolutionary Computation, CEC 1999

1999
conference-paper

10.1109/CEC.1999.785523

G-Prop-III: Global optimization of multilayer perceptrons using an evolutionary algorithm

Proceedings of the 1st Annual Conference on Genetic and Evolutionary Computation-Volume 1

1999
conference-paper

G-Prop-III:: Global optimization of multilayer perceptrons using an evolutionary algorithm

AUTHORS: Castillo, PA; Rivas, V; Merelo, JJ; González, J; Prieto, A; Romero, G

Genetic and Evolutionary Computation Conference

1999
conference-paper

Improved automatic classification of biological particles from electron-microscopy images using genetic neural nets

International Work-Conference on Artificial Neural Networks

1999
conference-paper

Optimizing web newspaper layout using simulated annealing

International Work-Conference on Artificial Neural Networks

1999
conference-paper

SA-Prop: Optimization of multilayer perceptron parameters using simulated annealing

International Work-Conference on Artificial Neural Networks

1999
conference-paper

Contacto

pacv@ugr.es