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
732016
Support vector forecasting of solar radiation values
Y Gala, Á Fernández, J Díaz, JR Dorronsoro
International Conference on Hybrid Artificial Intelligence Systems, 51-60, 2013
242013
Diffusion maps for dimensionality reduction and visualization of meteorological data
Á Fernández, AM González, J Díaz, JR Dorronsoro
Neurocomputing 163, 25-37, 2015
172015
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
142017
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
142014
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
122014
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
112014
Auto-adaptative laplacian pyramids for high-dimensional data analysis
A Fernández, N Rabin, D Fishelov, JR Dorronsoro
arXiv preprint arXiv:1311.6594, 2013
92013
Diffusion methods for wind power ramp detection
Á Fernández, CM Alaíz, AM González, J Díaz, JR Dorronsoro
International Work-Conference on Artificial Neural Networks, 106-113, 2013
72013
High wind and energy specific models for global production forecast
C Alaız, A Barbero, A Fernández, J Dorronsoro
Proceedings of the European Wind Energy Conference and Exhibition (EWEC–09 …, 2009
72009
Auto-adaptive Laplacian Pyramids.
Á Fernández, N Rabin, D Fishelov, JR Dorronsoro
ESANN, 2016
62016
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
52013
Diffusion maps for the description of meteorological data
Á Fernández, AM González, J Díaz, JR Dorronsoro
International Conference on Hybrid Artificial Intelligence Systems, 276-287, 2012
42012
Diffusion maps and local models for wind power prediction
Á Fernández, CM Alaíz, AM González, J Díaz, JR Dorronsoro
Artificial Neural Networks and Machine Learning–ICANN 2012, 565-572, 2012
4*2012
Advanced methods for dimensionality reduction and clustering: Laplacian Eigenmaps and Spectral Clustering
Á Fernández, J Díaz
4*2010
A Customer Management System for the Spanish Transport System Operator
J Díaz, JR Dorronsoro, Á Fernández, Á Valera
11th Spanish-Portuguese Conference on Electrical Engineering (11CHLIE), 234-236, 2009
32009
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
12020
Diffusion Maps Parameters Selection Based on Neighbourhood Preservation
CM Alaız, Á Fernández, JR Dorronsoro
ESANN 2015 proceedings, European Symposium on Artificial Neural …, 2015
12015
Super Local Models for Wind Power Detection
M Barroso, Á Fernández
EasyChair, 2021
2021
Supervised Hyperparameter Estimation for Anomaly Detection
J Bella, Á Fernández, JR Dorronsoro
International Conference on Hybrid Artificial Intelligence Systems, 233-244, 2020
2020
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