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German Gutierrez Sanchez
German Gutierrez Sanchez
2019-Present Digital Labs @ Indra
Email confirmado em indra.es
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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
1672013
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
942013
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
362009
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
322015
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
312012
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
252012
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
242009
Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods
M Stepnicka, J Peralta Donate, P Cortez, L Vavrickova, ...
Atlantis Press, 2011
212011
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
142012
Non-direct encoding method based on cellular automata to design neural network architectures
G Gutiérrez Sánchez, MA Sanchis de Miguel, P Isasi, JM Molina López, ...
Computing and Informatics 24 (3), 1001-1023, 2005
122005
Testing feature selection in traffic signs
MP Sesmero Lorente, JM Alonso Weber, G Gutiérrez Sánchez, ...
Computer aided systems theory (EUROCAST 2007): 11th International Conference …, 2007
82007
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
52011
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
52008
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
42007
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
32011
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
32007
Reducing the amount of input data in traffic sign classification
A Granados, AI Ledezma Espino, G Gutiérrez Sánchez, ...
32006
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
22012
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
22008
Flexible learning among criminology students of Data Center College of the Philippines
W Cascayan, N Delos Reyes, S Miguel, M Langbis, M Estrada, B Molina, ...
International Journal of Innovative Science and Research Technology 6 (4 …, 2021
12021
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