Pedro Ángel Castillo Valdivieso

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 11

Top Topics

Genetic Programming

Evolutionary Algorithm

Gradient Boosting

Service Providers

Top Venues

EvoApplications

Publications

Faris M. Al-Oqla, Hossam Faris, Maria Habib, Pedro Ángel Castillo Valdivieso
Evolving Genetic Programming Tree Models for Predicting the Mechanical Properties of Green Fibers for Better Biocomposite Materials. CoRR (2024)
Pedro Ángel Castillo Valdivieso, Esraa Alhenawi, Shatha Awawdeh, Ruba Abu Khurma, Maribel García Arenas, Amjad Hudaib
Choosing a Suitable Requirement Prioritization Method: A Survey. J. Comput. Sci. Technol. 24 (1) (2024)
Fatima Shannaq, Bassam Hammo, Hossam Faris, Pedro Ángel Castillo Valdivieso
Offensive Language Detection in Arabic Social Networks Using Evolutionary-Based Classifiers Learned From Fine-Tuned Embeddings. IEEE Access 10 (2022)
Huthaifa Aljawazneh, Antonio Mora García, Pablo García-Sánchez, Pedro Ángel Castillo Valdivieso
Comparing the Performance of Deep Learning Methods to Predict Companies' Financial Failure. IEEE Access 9 (2021)
Dana Al Qudah, Ala' M. Al-Zoubi, Pedro Ángel Castillo Valdivieso, Hossam Faris
Sentiment Analysis for e-Payment Service Providers Using Evolutionary eXtreme Gradient Boosting. IEEE Access 8 (2020)
Abdelhamid Zouhair, Salma Gaou, El Mokhtar En-Naimi, Pedro Ángel Castillo Valdivieso, Cyrille Bertelle
A New Approach for Search Engine Optimization based Case Based Reasoning to detect user's intent. BDIoT (2019)
Pablo H. Zapata-Cano, Alejandro Ramirez-Arroyo, Francisco Luna-Valero, Antonio Valenzuela-Valdés, Pedro Ángel Castillo Valdivieso, Juan Francisco Valenzuela-Valdés
Optimization of Massive Connections in 5G Networks for IoT. IoTSMS (2019)
Salma Gaou, Pedro Ángel Castillo Valdivieso
Hierarchical classification of web search results to detect users. Int. J. Artif. Intell. Soft Comput. 6 (4) (2018)
Josefa Díaz Álvarez, Francisco Chávez de la O, Juan Ángel García Martínez, Pedro Ángel Castillo Valdivieso, Francisco Fernández de Vega
Estimating Energy Consumption in Evolutionary Algorithms by Means of FRBS - Towards Energy-Aware Bioinspired Algorithms. EPIA (2017)
Juan Julián Merelo Guervós, Mario García Valdez, Pedro Ángel Castillo Valdivieso, Pablo García-Sánchez, Paloma de las Cuevas, Nuria Rico
NodIO, a JavaScript framework for volunteer-based evolutionary algorithms : first results. CoRR (2016)
Pablo García-Sánchez, Gustavo Romero, Jesús González, Antonio Miguel Mora, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, Carlos M. Fernandes, Juan Julián Merelo Guervós
Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters. Appl. Soft Comput. 38 (2016)
Juan Luis Martin Acal, Gustavo Romero López, Pablo Palacín Gómez, Pablo García-Sánchez, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso
Cybersecurity and Honeypots: Experience in a Scientific Network Infrastructure. IJCCI (ECTA) (2015)
Antonio Fernández-Ares, Pablo García-Sánchez, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, María Isabel García Arenas, Gustavo Romero
It's Time to Stop: A Comparison of Termination Conditions in the Evolution of Game Bots. EvoApplications (2015)
Antonio Fernández-Ares, Pablo García-Sánchez, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Gustavo Romero
An Overview on the Termination Conditions in the Evolution of Game Bots. CoSECivi (2015)
Antonio Miguel Mora, Francisco Aisa, Pablo García-Sánchez, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós
Modelling a Human-Like Bot in a First Person Shooter Game. Int. J. Creative Interfaces Comput. Graph. 6 (1) (2015)
Rubén Héctor García-Ortega, Pablo García-Sánchez, Juan Julián Merelo Guervós, María Isabel García Arenas, Pedro Ángel Castillo Valdivieso, Antonio Miguel Mora
How the World Was MADE: Parametrization of Evolved Agent-Based Models for Backstory Generation. EvoApplications (2015)
Pablo García-Sánchez, Antonio Fernández-Ares, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso, Jesús González, Juan Julián Merelo Guervós
Tree Depth Influence in Genetic Programming for Generation of Competitive Agents for RTS Games. EvoApplications (2014)
Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Antonio Mora García, Anna Esparcia-Alcázar, Víctor Manuel Rivas Santos
NodEO, a multi-paradigm distributed evolutionary algorithm platform in JavaScript. GECCO (Companion) (2014)
Pablo García-Sánchez, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso, Jesús González, Juan Julián Merelo Guervós
A Methodology to Develop Service Oriented Evolutionary Algorithms. IDC (2014)
Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Antonio Miguel Mora, Antonio Fernández-Ares, Anna Esparcia-Alcázar, Carlos Cotta, Nuria Rico
Studying and Tackling Noisy Fitness in Evolutionary Design of Game Characters. IJCCI (ECTA) (2014)
Federico Liberatore, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós
Evolving Evil: Optimizing Flocking Strategies Through Genetic Algorithms for the Ghost Team in the Game of Ms. Pac-Man. EvoApplications (2014)
Antonio Fernández-Ares, Antonio Miguel Mora, Maribel García Arenas, Juan Julián Merelo Guervós, Pablo García-Sánchez, Pedro Ángel Castillo Valdivieso
Co-Evolutionary Optimization of Autonomous Agents in a Real-Time Strategy Game. EvoApplications (2014)
María Isabel García Arenas, Pedro Ángel Castillo Valdivieso, Antonio Mora García, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pablo García-Sánchez
Statistical Analysis of Parameter Setting in Real-Coded Evolutionary Algorithms. PPSN (2) (2010)
Eva Alfaro-Cid, Pedro Ángel Castillo Valdivieso, Anna Esparcia-Alcázar, Ken Sharman, Juan Julián Merelo Guervós, Alberto Prieto, Antonio Miguel Mora, Juan Luis Jiménez Laredo
Comparing multiobjective evolutionary ensembles for minimizing type I and II errors for bankruptcy prediction. IEEE Congress on Evolutionary Computation (2008)
Juan Luis Jiménez Laredo, Pedro Ángel Castillo Valdivieso, Antonio Miguel Mora, Juan Julián Merelo Guervós
Exploring population structures for locally concurrent and massively parallel Evolutionary Algorithms. IEEE Congress on Evolutionary Computation (2008)
Pablo García-Sánchez, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso
Improving Evolution of XSLT Stylesheets Using Heuristic Operators. DCAI (2008)
Pedro Ángel Castillo Valdivieso, G. Fernández, Juan Julián Merelo Guervós, José Luis Bernier, Antonio Miguel Mora, Juan Luis Jiménez Laredo, Pablo García-Sánchez
Evolving Machine Microprograms: Application to the CODE2 Microarchitecture. DCAI (2008)
Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Miquel Moretó, Francisco J. Cazorla, Mateo Valero, Antonio Miguel Mora, Juan Luis Jiménez Laredo, Sally A. McKee
Evolutionary system for prediction and optimization of hardware architecture performance. IEEE Congress on Evolutionary Computation (2008)
Pedro Ángel Castillo Valdivieso, G. Fernández, Antonio Mora García, Juan Julián Merelo Guervós, José Luis Bernier, Alberto Prieto
Evolving machine microprograms. GECCO (2008)
Pablo García-Sánchez, Juan Julián Merelo Guervós, Juan P. Sevilla, Juan Luis Jiménez Laredo, Antonio Miguel Mora, Pedro Ángel Castillo Valdivieso
Automatic generation of XSLT stylesheets using evolutionary algorithms. GECCO (2008)
Antonio Miguel Mora, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Juan Luis Jiménez Laredo, Carlos Cotta
Influence of parameters on the performance of a MOACO algorithm for solving the bi-criteria military path-finding problem. IEEE Congress on Evolutionary Computation (2008)
Antonio Mora García, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Eva Alfaro-Cid, Anna Esparcia-Alcázar, Ken Sharman
Discovering causes of financial distress by combining evolutionary algorithms and artificial neural networks. GECCO (2008)
Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Juan Luis Jiménez Laredo, Antonio Mora García, Alberto Prieto
Asynchronous distributed genetic algorithms with Javascript and JSON. IEEE Congress on Evolutionary Computation (2008)
A. E. Eiben, Marc Schoenauer, Juan Luis Jiménez Laredo, Pedro Ángel Castillo Valdivieso, Antonio Miguel Mora, Juan Julián Merelo Guervós
Exploring selection mechanisms for an agent-based distributed evolutionary algorithm. GECCO (Companion) (2007)
Antonio Miguel Mora, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pedro Ángel Castillo Valdivieso, Cristian Millán, Juan Torrecillas
Balancing safety and speed in the military path finding problem: analysis of different ACO algorithms. GECCO (Companion) (2007)
Juan Luis Jiménez Laredo, Pedro Ángel Castillo Valdivieso, Ben Paechter, Antonio Miguel Mora, Eva Alfaro-Cid, Anna Esparcia-Alcázar, Juan Julián Merelo Guervós
Empirical Validation of a Gossiping Communication Mechanism for Parallel EAs. EvoWorkshops (2007)
Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Maribel García Arenas, Gustavo Romero
Comparing evolutionary hybrid systems for design and optimization of multilayer perceptron structure along training parameters. Inf. Sci. 177 (14) (2007)
Antonio Miguel Mora, Juan Julián Merelo Guervós, Cristian Millán, Juan Torrecillas, Juan Luis Jiménez Laredo, Pedro Ángel Castillo Valdivieso
Comparing ACO Algorithms for Solving the Bi-criteria Military Path-Finding Problem. ECAL (2007)
Antonio Miguel Mora, Juan Julián Merelo Guervós, Cristian Millán, Juan Torrecillas, Juan Luis Jiménez Laredo, Pedro Ángel Castillo Valdivieso
Enhancing a MOACO for Solving the Bi-criteria Pathfinding Problem for a Military Unit in a Realistic Battlefield. EvoWorkshops (2007)
Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Víctor Manuel Rivas Santos
Finding a needle in a haystack using hints and evolutionary computation: the case of evolutionary MasterMind. Appl. Soft Comput. 6 (2) (2006)
Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Gustavo Romero
Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern Classification. PPSN (2006)
Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Francisco Javier García Castellano, Juan Julián Merelo Guervós, Alberto Prieto, Víctor M. Rivas, Gustavo Romero
Lamarckian Evolution and the Baldwin Effect in Evolutionary Neural Networks CoRR (2006)
Gustavo Romero, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós
Evolutionary Design of a Brain-Computer Interface. IWANN (2005)
Pedro Ángel Castillo Valdivieso, Gustavo Romero, Maribel García Arenas, Juan Julián Merelo Guervós, Alberto Prieto
Designing a Control System for an Autonomous Robot Using an Evolutionary Algorithm. IWANN (2005)
Víctor Manuel Rivas Santos, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Francisco Javier García Castellano
Evolving RBF neural networks for time-series forecasting with EvRBF. Inf. Sci. 165 (3-4) (2004)
Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Juan Julián Merelo Guervós, Gustavo Romero, Fatima Rateb, Alberto Prieto
Comparing Hybrid Systems to Design and Optimize Artificial Neural Networks. EuroGP (2004)
Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso
Conference Paper Assignment Using a Combined Greedy/Evolutionary Algorithm. PPSN (2004)
Maribel García Arenas, Pedro Ángel Castillo Valdivieso, Gustavo Romero, Fatima Rateb, Juan Julián Merelo Guervós
Co-evolving Multilayer Perceptrons Along Training Sets. Fuzzy Days (2004)
Armando Vieira, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós
Application of HLVQ and G-Prop Neural Networks to the Problem of Bankruptcy Prediction. IWANN (2) (2003)
Gustavo Romero, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós
Visualization of Neural Net Evolution. IWANN (1) (2003)
Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Gustavo Romero, Maribel García Arenas
Specifying Evolutionary Algorithms in XML. IWANN (1) (2003)
Víctor Manuel Rivas Santos, Juan Julián Merelo Guervós, Ignacio Rojas, Gustavo Romero, Pedro Ángel Castillo Valdivieso, J. Carpio
Evolving two-dimensional fuzzy systems. Fuzzy Sets Syst. 138 (2) (2003)
Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Juan Julián Merelo Guervós, Gustavo Romero
Cooperative Co-evolution of Multilayer Perceptrons. IWANN (1) (2003)
Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Francisco Javier García Castellano, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Gustavo Romero
Optimisation of Multilayer Perceptrons Using a Distributed Evolutionary Algorithm with SOAP. PPSN (2002)
Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Alberto Prieto, Ignacio Rojas, Gustavo Romero
Statistical analysis of the parameters of a neuro-genetic algorithm. IEEE Trans. Neural Networks 13 (6) (2002)
Ignacio Rojas, Jesús González, Héctor Pomares, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Gustavo Romero
Statistical analysis of the main parameters involved in the design of a genetic algorithm. IEEE Trans. Syst. Man Cybern. Part C 32 (1) (2002)
Gustavo Romero, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Francisco Javier García Castellano, Maribel García Arenas
Genetic Algorithm Visualization Using Self-organizing Maps. PPSN (2002)
Maribel García Arenas, Brad Dolin, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Ignacio Fernández De Viana, Marc Schoenauer
JEO: Java Evolving Objects. GECCO (2002)
Víctor Manuel Rivas Santos, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós
Evolved RBF Networks for Time-Series Forecasting and Function Approximation. PPSN (2002)
Gustavo Romero, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Alberto Prieto
Using SOM for Neural Network Visualization. IWANN (1) (2001)
Víctor Manuel Rivas Santos, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós
Evolving RBF Neural Networks. IWANN (1) (2001)
Pedro Ángel Castillo Valdivieso, Francisco Javier García Castellano, Juan Julián Merelo Guervós, Alberto Prieto
Diseño de Redes Neuronales Artificiales mediante Algoritmos Evolutivos. Inteligencia Artif. 5 (14) (2001)
Pedro Ángel Castillo Valdivieso, J. Carpio, Juan Julián Merelo Guervós, Alberto Prieto, Víctor Manuel Rivas Santos, Gustavo Romero
Evolving Multilayer Perceptrons. Neural Process. Lett. 12 (2) (2000)
Gustavo Romero, Maribel García Arenas, Francisco Javier García Castellano, Pedro Ángel Castillo Valdivieso, J. Carpio, Juan Julián Merelo Guervós, Alberto Prieto, Víctor Manuel Rivas Santos
Evolutionary Computation Visualization: Application to G-PROP. PPSN (2000)
Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Alberto Prieto, Víctor Manuel Rivas Santos, Gustavo Romero
G-Prop: Global optimization of multilayer perceptrons using GAs. Neurocomputing 35 (1-4) (2000)
Pedro Ángel Castillo Valdivieso, Víctor Manuel Rivas Santos, Juan Julián Merelo Guervós, Jesús González, Alberto Prieto, Gustavo Romero
G-Prop-III: Global Optimization of Multilayer Perceptrons using an Evolutionary Algorithm. GECCO (1999)
Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Jesús González, Víctor Manuel Rivas Santos, Gustavo Romero
SA-Prop: Optimization of Multilayer Perceptron Parameters Using Simulated Annealing. IWANN (1) (1999)
Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Gustavo Romero, Pedro Ángel Castillo Valdivieso, Alberto Pascual, José María Carazo
Improved Automatic Classification of Biological Particles from Electron-Microscopy Images Using Genetic Neural Nets. IWANN (2) (1999)
Jesús González, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Víctor Manuel Rivas Santos, Gustavo Romero
Optimizing Web Newspaper Layout Using Simulated Annealing. IWANN (2) (1999)