Hybrid machine learning forecasting of solar radiation values Y Gala, Á Fernández, J Díaz, JR Dorronsoro Neurocomputing 176, 48-59, 2016 | 120 | 2016 |
Magnetic Eigenmaps for the Visualization of Directed Networks M Fanuel, CM Alaíz, Á Fernández, JAK Suykens Applied and Computational Harmonic Analysis; arXiv preprint arXiv:1606.08266, 2017 | 41 | 2017 |
Supervised outlier detection for classification and regression Á Fernández, J Bella, JR Dorronsoro Neurocomputing 486, 77-92, 2022 | 32 | 2022 |
Support vector forecasting of solar radiation values Y Gala, Á Fernández, J Díaz, JR Dorronsoro Hybrid Artificial Intelligent Systems: 8th International Conference, HAIS …, 2013 | 25 | 2013 |
Diffusion maps for dimensionality reduction and visualization of meteorological data Á Fernández, AM González, J Díaz, JR Dorronsoro Neurocomputing 163, 25-37, 2015 | 23 | 2015 |
Machine learning prediction of large area photovoltaic energy production Á Fernández, Y Gala, JR Dorronsoro International Workshop on Data Analytics for Renewable Energy Integration, 38-53, 2014 | 18 | 2014 |
Machine learning prediction of global photovoltaic energy in spain Y Gala, A Fernández, J Dorronsoro, M García, C Rodríguez International Conference on Renewable Energies and Power Quality, 278, 2014 | 14 | 2014 |
Auto-adaptive multi-scale Laplacian Pyramids for modeling non-uniform data Á Fernández, N Rabin, D Fishelov, JR Dorronsoro Engineering Applications of Artificial Intelligence 93, 103682, 2020 | 12 | 2020 |
Diffusion methods for aligning medical datasets: Location prediction in CT scan images Á Fernández, N Rabin, RR Coifman, J Eckstein Medical image analysis 18 (2), 425-432, 2014 | 12 | 2014 |
Auto-adaptative laplacian pyramids for high-dimensional data analysis A Fernández, N Rabin, D Fishelov, JR Dorronsoro arXiv preprint arXiv:1311.6594, 2013 | 8 | 2013 |
Diffusion methods for wind power ramp detection Á Fernández, CM Alaíz, AM González, J Díaz, JR Dorronsoro Advances in Computational Intelligence: 12th International Work-Conference …, 2013 | 8 | 2013 |
Auto-adaptive Laplacian Pyramids. Á Fernández, N Rabin, D Fishelov, JR Dorronsoro ESANN, 2016 | 7 | 2016 |
High wind and energy specific models for global production forecast C Alaız, A Barbero, A Fernández, J Dorronsoro, CT y Valiente Proceedings of the European Wind Energy Conference and Exhibition (EWEC–09 …, 2009 | 5 | 2009 |
Companion losses for deep neural networks D Díaz-Vico, A Fernández, JR Dorronsoro International Conference on Hybrid Artificial Intelligence Systems, 538-549, 2021 | 4 | 2021 |
Diffusion maps for the description of meteorological data Á Fernández, AM González, J Díaz, JR Dorronsoro Hybrid Artificial Intelligent Systems: 7th International Conference, HAIS …, 2012 | 4 | 2012 |
Local Anisotropic Diffusion Detection of Wind Ramps Á Fernández, CM Alaíz, AM González, J Díaz, JR Dorronsoro Neural Information Processing Systems - NIPS 2013 Workshop: Machine Learning …, 2013 | 3 | 2013 |
Advanced methods for dimensionality reduction and clustering: Laplacian Eigenmaps and Spectral Clustering Á Fernández, J Díaz | 3* | 2010 |
Companion losses for ordinal regression D Díaz-Vico, A Fernández, JR Dorronsoro International Conference on Hybrid Artificial Intelligence Systems, 211-222, 2022 | 2 | 2022 |
La predicción de energías renovables: oportunidades big data para la energía eólica AF Pascual Technical report 1, Universidad Autonoma de Madrid, Madrid, Spain, 2016 | 2 | 2016 |
Diffusion Maps Parameters Selection Based on Neighbourhood Preservation CM Alaız, Á Fernández, JR Dorronsoro ESANN 2015 proceedings, European Symposium on Artificial Neural …, 2015 | 2 | 2015 |