Time series forecasting by evolving artificial neural networks with genetic algorithms, differential evolution and estimation of distribution algorithm JP Donate, X Li, GG Sánchez, AS de Miguel Neural Computing and Applications 22, 11-20, 2013 | 170 | 2013 |
Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble JP Donate, P Cortez, GG Sánchez, AS De Miguel Neurocomputing 109, 27-32, 2013 | 99 | 2013 |
Scattering parameters-based channel characterization and modeling for underground medium-voltage power-line communications R Aquilue, M Ribo, JR Regue, JL Pijoan, GÁ Sanchez IEEE transactions on power delivery 24 (3), 1122-1131, 2009 | 36 | 2009 |
An ensemble approach of dual base learners for multi-class classification problems MP Sesmero, JM Alonso-Weber, G Gutierrez, A Ledezma, A Sanchis Information Fusion 24, 122-136, 2015 | 32 | 2015 |
Time series forecasting. A comparative study between an evolving artificial neural networks system and statistical methods JP Donate, GG Sanchez, AS De Miguel International Journal on Artificial Intelligence Tools 21 (01), 1250010, 2012 | 31 | 2012 |
A new artificial neural network ensemble based on feature selection and class recoding MP Sesmero, JM Alonso-Weber, G Gutiérrez, A Ledezma, A Sanchis Neural Computing and Applications 21, 771-783, 2012 | 25 | 2012 |
High-voltage multicarrier spread-spectrum system field test R Aquilue, I Gutierrez, JL Pijoan, GÁ Sanchez IEEE Transactions on Power Delivery 24 (3), 1112-1121, 2009 | 24 | 2009 |
Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods. M Stepnicka, JP Donate, P Cortez, L Vavríková, G Gutierrez Proceedings of the 7th conference of the European Society for Fuzzy Logic …, 2011 | 20 | 2011 |
Parallelization of an evolving artificial neural networks system to forecast time series using openmp and mpi BP Gonzalez, GG Sánchez, JP Donate, P Cortez, AS de Miguel 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, 186-191, 2012 | 14 | 2012 |
Evolving time-lagged feedforward neural networks for time series forecasting J Peralta Donate, P Cortez, A Sanchis de Miguel, G Gutierrez Sanchez Proceedings of the 13th annual conference companion on Genetic and …, 2011 | 5 | 2011 |
Urban underground medium voltage channel measurements and characterization R Aquilué, M Ribó, JR Regue, JL Pijoan, G Sanchez 2008 IEEE International Symposium on Power Line Communications and Its …, 2008 | 5 | 2008 |
Using orders of magnitude and nominal variables to construct fuzzy partitions C Olmo, G Sánchez, F Prats, N Agell, M Sánchez 2007 IEEE International Fuzzy Systems Conference, 1-6, 2007 | 4 | 2007 |
An objective measure to compare some automatic generation methods of NN architectures G Gutierrez, JM Molina, IM Galván, A Sanchis IEEE International Conference on Systems, Man and Cybernetics 3, 6 pp. vol. 3, 2002 | 4 | 2002 |
Weighted Cross-Validation Evolving Artificial Neural Networks to Forecast Time Series JP Donate, P Cortez, GG Sanchez, AS de Miguel Soft Computing Models in Industrial and Environmental Applications, 6th …, 2011 | 3 | 2011 |
Selection criteria for fuzzy unsupervised learning: Applied to market segmentation G Sánchez, N Agell, JC Aguado, M Sánchez, F Prats Foundations of Fuzzy Logic and Soft Computing: 12th International Fuzzy …, 2007 | 3 | 2007 |
Reducing the amount of input data in traffic sign classification A Granados, A Ledezma, G Gutiérrez, A Sanchis Modeling Decisions for Artificial Intelligence, 2006 | 3 | 2006 |
Diseño automático de redes de neuronas artificiales para la predicción de series temporales JP Donate, AS de Miguel, GG Sánchez Diseño automático de redes de neuronas artificiales para la predicción de …, 2012 | 2 | 2012 |
Diseño, Análisis y Evaluación de Conjuntos de Clasificadores basados en Redes de Neuronas MPS Lorente, GG Sánchez Septiembre-2012: http://earchivo. uc3m. es/bitstream/10016/16177/1 …, 2012 | 2 | 2012 |
A boost in exchange rate forecasting: qualitative variables, technical indicators and parameters selection JA Sanabria, G Sánchez, N Agell Artificial Intelligence Research and Development, 310-317, 2009 | 2 | 2009 |
High voltage channel measurements and field test of a low power OFDM system R Aquilué, JL Pijoan, G Sanchez 2008 IEEE International Symposium on Power Line Communications and Its …, 2008 | 2 | 2008 |