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Pedro A. Castillo-Valdivieso
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G-Prop: Global optimization of multilayer perceptrons using GAs
PA Castillo, JJ Merelo, A Prieto, V Rivas, G Romero
Neurocomputing 35 (1-4), 149-163, 2000
2252000
Statistical analysis of the main parameters involved in the design of a genetic algorithm
I Rojas, J González, H Pomares, JJ Merelo, PA Castillo, G Romero
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2002
1612002
Evolving RBF neural networks for time-series forecasting with EvRBF
VM Rivas, JJ Merelo, PA Castillo, MG Arenas, JG Castellano
Information Sciences 165 (3-4), 207-220, 2004
1432004
EvoloPy: An open-source nature-inspired optimization framework in python.
H Faris, I Aljarah, S Mirjalili, PA Castillo, JJM Guervós
IJCCI (ECTA) 1, 171-177, 2016
1272016
Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish market
H Faris, R Abukhurma, W Almanaseer, M Saadeh, AM Mora, PA Castillo, ...
Progress in Artificial Intelligence 9, 31-53, 2020
992020
Evolving multilayer perceptrons
PA Castillo, J Carpio, JJ Merelo, A Prieto, V Rivas, G Romero
Neural Processing Letters 12, 115-128, 2000
972000
Statistical analysis of the parameters of a neuro-genetic algorithm
PA Castillo-Valdivieso, JJ Merelo, A Prieto, I Rojas, G Romero
IEEE Transactions on Neural Networks 13 (6), 1374-1394, 2002
832002
Studying real traffic and mobility scenarios for a Smart City using a new monitoring and tracking system
A Fernández-Ares, AM Mora, MG Arenas, P García-Sánchez, G Romero, ...
Future Generation Computer Systems 76, 163-179, 2017
772017
Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context.
H Faris, I Aljarah, M Habib, PA Castillo
ICPRAM, 453-460, 2020
752020
Asynchronous distributed genetic algorithms with Javascript and JSON
JJ Merelo-Guervós, PA Castillo, JLJ Laredo, AM Garcia, A Prieto
2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on …, 2008
712008
Applying computational intelligence methods for predicting the sales of newly published books in a real editorial business management environment
PA Castillo, AM Mora, H Faris, JJ Merelo, P García-Sánchez, ...
Knowledge-Based Systems 115, 133-151, 2017
602017
Pareto-based multi-colony multi-objective ant colony optimization algorithms: an island model proposal
AM Mora, P García-Sánchez, JJ Merelo, PA Castillo
Soft Computing 17, 1175-1207, 2013
562013
SOAP vs REST: Comparing a master-slave GA implementation
PA Castillo, JL Bernier, MG Arenas, JJ Merelo, P Garcia-Sanchez
arXiv preprint arXiv:1105.4978, 2011
562011
Open Access and Altmetrics in the pandemic age: Forescast analysis on COVID-19 literature
D Torres-Salinas, N Robinson-Garcia, PA Castillo-Valdivieso
BioRxiv, 2020.04. 23.057307, 2020
532020
Removal of retained subretinal perfluorocarbon liquid
J Garcia-Arumi, P Castillo, M López, A Boixadera, V Martínez-Castillo, ...
British journal of ophthalmology 92 (12), 1693-1694, 2008
482008
Resilience to churn of a peer-to-peer evolutionary algorithm
JLJ Laredo, PA Castillo, AM Mora, JJ Merelo, C Fernandes
International Journal of High Performance Systems Architecture 1 (4), 260-268, 2008
472008
Comparing evolutionary hybrid systems for design and optimization of multilayer perceptron structure along training parameters
PA Castillo, JJ Merelo, MG Arenas, G Romero
Information Sciences 177 (14), 2884-2905, 2007
472007
Corporate security solutions for BYOD: A novel user-centric and self-adaptive system
P de las Cuevas, AM Mora, JJ Merelo, PA Castillo, P Garcia-Sanchez, ...
Computer Communications 68, 83-95, 2015
452015
Sentiment analysis for e-payment service providers using evolutionary extreme gradient boosting
DA Al-Qudah, AZ Ala’M, PA Castillo-Valdivieso, H Faris
IEEE Access 8, 189930-189944, 2020
442020
Comparing the performance of deep learning methods to predict companies’ financial failure
H Aljawazneh, AM Mora, P García-Sánchez, PA Castillo-Valdivieso
IEEE Access 9, 97010-97038, 2021
422021
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Artigos 1–20