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Ángela Fernández Pascual
Title
Cited by
Cited by
Year
Hybrid machine learning forecasting of solar radiation values
Y Gala, Á Fernández, J Díaz, JR Dorronsoro
Neurocomputing 176, 48-59, 2016
1172016
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
382017
Supervised outlier detection for classification and regression
Á Fernández, J Bella, JR Dorronsoro
Neurocomputing 486, 77-92, 2022
282022
Support vector forecasting of solar radiation values
Y Gala, Á Fernández, J Díaz, JR Dorronsoro
Hybrid Artificial Intelligent Systems: 8th International Conference, HAIS …, 2013
252013
Diffusion maps for dimensionality reduction and visualization of meteorological data
Á Fernández, AM González, J Díaz, JR Dorronsoro
Neurocomputing 163, 25-37, 2015
232015
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
182014
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
132014
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
122014
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
102020
Auto-adaptative laplacian pyramids for high-dimensional data analysis
A Fernández, N Rabin, D Fishelov, JR Dorronsoro
arXiv preprint arXiv:1311.6594, 2013
82013
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
82013
Auto-adaptive Laplacian Pyramids.
Á Fernández, N Rabin, D Fishelov, JR Dorronsoro
ESANN, 2016
72016
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
52009
Companion losses for deep neural networks
D Díaz-Vico, A Fernández, JR Dorronsoro
International Conference on Hybrid Artificial Intelligence Systems, 538-549, 2021
42021
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
42012
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
32013
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
22022
La predicción de energías renovables: oportunidades big data para la energía eólica
AF Pascual
Technical report 1, Universidad Autonoma de Madrid, Madrid, Spain, 2016
22016
Diffusion Maps Parameters Selection Based on Neighbourhood Preservation
CM Alaız, Á Fernández, JR Dorronsoro
ESANN 2015 proceedings, European Symposium on Artificial Neural …, 2015
22015
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