| Magnetic eigenmaps for community detection in directed networks M Fanuel, CM Alaiz, JAK Suykens Physical Review E 95 (2), 022302, 2017 | 72 | 2017 |
| Group fused lasso CM Alaíz, A Barbero, JR Dorronsoro International Conference on Artificial Neural Networks, 66-73, 2013 | 60 | 2013 |
| 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 | 58 | 2018 |
| 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 | 55 | 2019 |
| 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 | 34 | 2017 |
| Faster SVM training via conjugate SMO A Torres-Barrán, CM Alaíz, JR Dorronsoro Pattern Recognition 111, 107644, 2021 | 31 | 2021 |
| A survey on kernel-based multi-task learning C Ruiz, CM Alaíz, JR Dorronsoro Neurocomputing 577, 127255, 2024 | 23 | 2024 |
| Machine learning nowcasting of PV energy using satellite data A Catalina, A Torres-Barrán, CM Alaiz, JR Dorronsoro Neural Processing Letters 52 (1), 97-115, 2020 | 19 | 2020 |
| 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 | 19 | 2013 |
| Modified Frank–Wolfe algorithm for enhanced sparsity in support vector machine classifiers CM Alaiz, JAK Suykens Neurocomputing 320, 47-59, 2018 | 13 | 2018 |
| Convex formulation for multi-task L1-, L2-, and LS-SVMs C Ruiz, CM Alaíz, JR Dorronsoro Neurocomputing 456, 599-608, 2021 | 10 | 2021 |
| Multitask support vector regression for solar and wind energy prediction C Ruiz, CM Alaíz, JR Dorronsoro Energies 13 (23), 6308, 2020 | 10 | 2020 |
| Modified grid searches for hyper-parameter optimization D López, CM Alaíz, JR Dorronsoro International Conference on Hybrid Artificial Intelligence Systems, 221-232, 2020 | 10 | 2020 |
| ν-SVM solutions of constrained Lasso and Elastic net A Torres-Barran, CM Alaiz, JR Dorronsoro Neurocomputing 275, 1921-1931, 2018 | 10 | 2018 |
| 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 | 10 | 2013 |
| A convex formulation of SVM-based multi-task learning C Ruiz, CM Alaíz, JR Dorronsoro International Conference on Hybrid Artificial Intelligence Systems, 404-415, 2019 | 9 | 2019 |
| Correlation matrix nearness and completion under observation uncertainty CM Alaíz, F Dinuzzo, S Sra IMA Journal of Numerical Analysis 35 (1), 325-340, 2015 | 5 | 2015 |
| Sparse linear wind farm energy forecast CM Alaíz, A Torres, JR Dorronsoro International Conference on Artificial Neural Networks, 557-564, 2012 | 5 | 2012 |
| Sparse methods for wind energy prediction CM Alaíz, Á Barbero, JR Dorronsoro The 2012 International Joint Conference on Neural Networks (IJCNN), 1-7, 2012 | 5 | 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 | 5 | 2009 |
Ángela Fernández PascualProfessor, Department of Computer Science, Universidad Autónoma de MadridVerified email at uam.es
