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 | 200 | 2004 |
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 | 152 | 2002 |
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 |
Heterogeneous multi-output Gaussian process prediction P Moreno-Muñoz, A Artés, M Alvarez Advances in neural information processing systems 31, 2018 | 107 | 2018 |
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 | 103 | 2000 |
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 | 102 | 2011 |
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 | 100 | 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 | 98 | 2012 |
Validation of Fitbit Charge 2 and Fitbit Alta HR against polysomnography for assessing sleep in adults with obstructive sleep apnea F Moreno-Pino, A Porras-Segovia, P López-Esteban, A Artés, ... Journal of Clinical Sleep Medicine 15 (11), 1645-1653, 2019 | 97 | 2019 |
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 | 94 | 2001 |
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 | 91 | 2006 |
Molecular epidemiology of Types I/III strains of Mycobacterium avium subspecies paratuberculosis isolated from goats and cattle L De Juan, J Alvarez, A Aranaz, A Rodriguez, B Romero, J Bezos, ... Veterinary microbiology 115 (1-3), 102-110, 2006 | 81 | 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 | 78 | 2007 |
User profiles of an electronic mental health tool for ecological momentary assessment: MEmind ML Barrigón, S Berrouiguet, JJ Carballo, C Bonal‐Giménez, ... International journal of methods in psychiatric research 26 (1), e1554, 2017 | 76 | 2017 |
Bayesian nonparametric crowdsourcing P Moreno, A Artés-Rodríguez, Y Teh, F Perez-Cruz Journal of Machine Learning Research, 2015 | 76 | 2015 |
Smartphone-based ecological momentary assessment (EMA) in psychiatric patients and student controls: A real-world feasibility study A Porras-Segovia, RM Molina-Madueño, S Berrouiguet, ... Journal of Affective Disorders 274, 733-741, 2020 | 73 | 2020 |
Combining mobile-health (mHealth) and artificial intelligence (AI) methods to avoid suicide attempts: the Smartcrises study protocol S Berrouiguet, ML Barrigón, JL Castroman, P Courtet, A Artés-Rodríguez, ... BMC psychiatry 19, 1-9, 2019 | 73 | 2019 |
Objective diagnosis of ADHD using IMUs N O’Mahony, B Florentino-Liano, JJ Carballo, E Baca-García, ... Medical engineering & physics 36 (7), 922-926, 2014 | 71 | 2014 |
Comunicaciones digitales AA Rodríguez, FP González, JC Sueiro, RL Valcarce, CM Nartallo, ... Pearson, 2007 | 70 | 2007 |
Feature extraction of galvanic skin responses by nonnegative sparse deconvolution F Hernando-Gallego, D Luengo, A Artés-Rodríguez IEEE journal of biomedical and health informatics 22 (5), 1385-1394, 2017 | 68 | 2017 |