| 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 | 225 | 2000 |
| 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 | 164 | 2002 |
| 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 | 142 | 2004 |
| 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 | 125 | 2016 |
| 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 | 99 | 2020 |
| Evolving multilayer perceptrons PA Castillo, J Carpio, JJ Merelo, A Prieto, V Rivas, G Romero Neural Processing Letters 12, 115-128, 2000 | 98 | 2000 |
| 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 | 85 | 2002 |
| 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 | 77 | 2017 |
| 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 | 75 | 2020 |
| 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 | 70 | 2008 |
| 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 | 61 | 2017 |
| 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 | 59 | 2011 |
| 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 | 57 | 2013 |
| 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 | 51 | 2020 |
| Removal of retained subretinal perfluorocarbon liquid J Garcia-Arumi, P Castillo, M Lopez, A Boixadera, V Martínez-Castillo, ... British journal of ophthalmology 92 (12), 1693-1694, 2008 | 48 | 2008 |
| 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 | 47 | 2008 |
| 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 | 47 | 2007 |
| 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 | 45 | 2015 |
| 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 | 44 | 2021 |
| 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 | 43 | 2020 |
Juan J. Merelo GuervósUniversity of GranadaVerified email at ugr.es
