Carlos María Alaíz Gudín
Carlos María Alaíz Gudín
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Cited by
Cited by
Group fused lasso
CM Alaíz, A Barbero, JR Dorronsoro
Artificial Neural Networks and Machine Learning–ICANN 2013: 23rd …, 2013
Magnetic eigenmaps for community detection in directed networks
M Fanuel, CM Alaiz, JAK Suykens
Physical Review E 95 (2), 022302, 2017
Combining numerical weather predictions and satellite data for PV energy nowcasting
A Catalina, CM Alaiz, JR Dorronsoro
IEEE Transactions on Sustainable Energy 11 (3), 1930-1937, 2019
Magnetic eigenmaps for the visualization of directed networks
M Fanuel, CM Alaíz, Á Fernández, JAK Suykens
Applied and Computational Harmonic Analysis 44 (1), 189-199, 2018
Convex formulation for kernel PCA and its use in semisupervised learning
CM Alaíz, M Fanuel, JAK Suykens
IEEE transactions on neural networks and learning systems 29 (8), 3863-3869, 2017
Faster SVM training via conjugate SMO
A Torres-Barrán, CM Alaíz, JR Dorronsoro
Pattern Recognition 111, 107644, 2021
Cell-based fuzzy metrics enhance high-content screening (HCS) assay robustness
H Azegrouz, G Karemore, A Torres, CM Alaíz, AM Gonzalez, P Nevado, ...
Journal of biomolecular screening 18 (10), 1270-1283, 2013
Machine learning nowcasting of PV energy using satellite data
A Catalina, A Torres-Barrán, CM Alaiz, JR Dorronsoro
Neural Processing Letters 52, 97-115, 2020
Ν-SVM solutions of constrained Lasso and Elastic net
A Torres-Barran, CM Alaiz, JR Dorronsoro
Neurocomputing 275, 1921-1931, 2018
Modified Frank–Wolfe algorithm for enhanced sparsity in support vector machine classifiers
CM Alaiz, JAK Suykens
Neurocomputing 320, 47-59, 2018
A convex formulation of SVM-based multi-task learning
C Ruiz, CM Alaíz, JR Dorronsoro
Hybrid Artificial Intelligent Systems: 14th International Conference, HAIS …, 2019
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
Sparse linear wind farm energy forecast
CM Alaíz, A Torres, JR Dorronsoro
Artificial Neural Networks and Machine Learning–ICANN 2012: 22nd …, 2012
Correlation matrix nearness and completion under observation uncertainty
CM Alaíz, F Dinuzzo, S Sra
IMA Journal of Numerical Analysis 35 (1), 325-340, 2015
Sparse methods for wind energy prediction
CM Alaíz, Á Barbero, JR Dorronsoro
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-7, 2012
High wind and energy specific models for global production forecast
CM Alaíz, A Barbero, A Fernández, JR Dorronsoro, CT y Valiente
Proceedings of the European Wind Energy Conference and Exhibition (EWEC 2009 …, 2009
Convex formulation for multi-task L1-, L2-, and LS-SVMs
C Ruiz, CM Alaíz, JR Dorronsoro
Neurocomputing 456, 599-608, 2021
Multitask support vector regression for solar and wind energy prediction
C Ruiz, CM Alaíz, JR Dorronsoro
Energies 13 (23), 6308, 2020
Robust classification of graph-based data
CM Alaíz, M Fanuel, JAK Suykens
Data Mining and Knowledge Discovery 33, 230-251, 2019
Solving constrained lasso and elastic net using ν–svms
CM Alaız, A Torres, JR Dorronsoro
Proceedings of ESANN, 1382-1390, 2015
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