| Support vector method for robust ARMA system identification JL Rojo-Álvarez, M Martínez-Ramón, M de Prado-Cumplido, ... IEEE transactions on signal processing 52 (1), 155-164, 2004 | 181 | 2004 |
| Generalizing CMAC architecture and training FJ Gonzalez-Serrano, AR Figueiras-Vidal, A Artés-Rodríguez IEEE Transactions on Neural networks 9 (6), 1509-1514, 1998 | 123 | 1998 |
| Multi-dimensional function approximation and regression estimation F Pérez-Cruz, G Camps-Valls, E Soria-Olivas, JJ Pérez-Ruixo, ... International conference on artificial neural networks, 757-762, 2002 | 121 | 2002 |
| An IRWLS procedure for SVR F Pérez-Cruz, A Navia-Vázquez, PL Alarcón-Diana, A Artés-Rodríguez 2000 10th European Signal Processing Conference, 1-4, 2000 | 89 | 2000 |
| Weighted least squares training of support vector classifiers leading to compact and adaptive schemes A Navia-Vazquez, F Pérez-Cruz, A Artes-Rodriguez, AR Figueiras-Vidal IEEE Transactions on Neural Networks 12 (5), 1047-1059, 2001 | 87 | 2001 |
| Maximization of mutual information for supervised linear feature extraction JM Leiva-Murillo, A Artes-Rodriguez IEEE Transactions on Neural Networks 18 (5), 1433-1441, 2007 | 86 | 2007 |
| Distinguishing the relevant features of frequent suicide attempters J Lopez-Castroman, M de las Mercedes Perez-Rodriguez, I Jaussent, ... Journal of psychiatric research 45 (5), 619-625, 2011 | 82 | 2011 |
| Using data mining to explore complex clinical decisions: a study of hospitalization after a suicide attempt E Baca-García, MM Perez-Rodriguez, I Basurte-Villamor, J Saiz-Ruiz, ... Journal of Clinical Psychiatry 67 (7), 1124-1132, 2006 | 80 | 2006 |
| Diagnostic stability and evolution of bipolar disorder in clinical practice: a prospective cohort study E Baca‐Garcia, MM Perez‐Rodriguez, I Basurte‐Villamor, ... Acta Psychiatrica Scandinavica 115 (6), 473-480, 2007 | 71 | 2007 |
| Machine learning and data mining: strategies for hypothesis generation MA Oquendo, E Baca-Garcia, A Artes-Rodriguez, F Perez-Cruz, ... Molecular psychiatry 17 (10), 956-959, 2012 | 69 | 2012 |
| Una panorámica de las telecomunicaciones ARF Vidal Pearson educación, 2002 | 68 | 2002 |
| Recurrent radial basis function networks for optimal symbol-by-symbol equalization J Cid-Sueiro, A Artés-Rodríguez, AR Figueiras-Vidal Signal processing 40 (1), 53-63, 1994 | 63 | 1994 |
| Bayesian nonparametric crowdsourcing PG Moreno, A Artés-Rodríguez, YW Teh, F Perez-Cruz Journal of Machine Learning Research, 2015 | 59 | 2015 |
| A robust support vector algorithm for nonparametric spectral analysis JL Rojo-Álvarez, M Martínez-Ramón, AR Figueiras-Vidal, ... IEEE Signal Processing Letters 10 (11), 320-323, 2003 | 56 | 2003 |
| Empirical risk minimization for support vector classifiers F Pérez-Cruz, A Navia-Vázquez, AR Figueiras-Vidal, A Artés-Rodríguez IEEE Transactions on Neural Networks 14 (2), 296-303, 2003 | 55 | 2003 |
| SVC-based equalizer for burst TDMA transmissions F Pérez-Cruz, A Navia-Vázquez, PL Alarcón-Diana, A Artés-Rodrı́guez Signal Processing 81 (8), 1681-1693, 2001 | 53 | 2001 |
| Support vector regression for the simultaneous learning of a multivariate function and its derivatives M Lázaro, I Santamaría, F Pérez-Cruz, A Artés-Rodríguez Neurocomputing 69 (1-3), 42-61, 2005 | 50 | 2005 |
| Stability of childhood anxiety disorder diagnoses: a follow-up naturalistic study in psychiatric care JJ Carballo, E Baca-Garcia, C Blanco, MM Perez-Rodriguez, MAJ Arriero, ... European child & adolescent psychiatry 19 (4), 395-403, 2010 | 49 | 2010 |
| Convergence of the IRWLS procedure to the support vector machine solution F Pérez-Cruz, C Bousoño-Calzón, A Artés-Rodríguez Neural Computation 17 (1), 7-18, 2005 | 49 | 2005 |
| Comunicaciones digitales AA Rodríguez, FP González, JC Sueiro, RL Valcarce, CM Nartallo, ... Pearson, 2007 | 48 | 2007 |
Fernando Perez-CruzChief Data Scientist Swiss Data Science Center (ETH)Verified email at sdsc.ethz.ch
