Antonio Artés Rodríguez

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Fernando Perez-CruzChief Data Scientist Swiss Data Science Center and Professor T. at ETHZ--CSVerified email at sdsc.ethz.ch
Enrique Baca GarcíaUniversidad Autonoma de MadridVerified email at uam.es
Jose M. Leiva MurilloBBVA ResearchVerified email at bbva.com
M. Mercedes Perez-RodriguezIcahn School of Medicine at Mount Sinai; CIBERSAMVerified email at mssm.edu
Jorge López CastromanCHRU NîmesVerified email at chu-nimes.fr
Ricardo Santiago-MozosConsellería Educación, Xunta de GaliciaVerified email at edu.xunta.es
José Luis Rojo ÁlvarezProfessor of Telecommunication Engineering, Rey Juan Carlos UniversityVerified email at urjc.es
Alejandro Porras-Segovia, MD, PhDHealth Research Institute Fundación Jiménez DíazVerified email at quironsalud.es
Pablo Moreno-MuñozPostdoc, Technical University of Denmark (DTU)Verified email at dtu.dk
David LuengoUniversidad Politécnica de Madrid (UPM)Verified email at upm.es
Pablo M. OlmosUniversity Carlos III de MadridVerified email at tsc.uc3m.es
Maria A. OquendoUniversity of PennsylvaniaVerified email at columbia.edu
Joaquin MiguezDepartment of Signal Theory & Communications, Universidad Carlos III de MadridVerified email at tsc.uc3m.es
David RamírezAssociate Professor, Universidad Carlos III de MadridVerified email at uc3m.es
Mauricio A. ÁlvarezUniversity of ManchesterVerified email at manchester.ac.uk
Ignacio SantamariaProfessor, Electrical Engineering, University of CantabriaVerified email at unican.es
Pablo García MorenoAmazonVerified email at amazon.com
Gonzalo R. Ríos MuñozFundación para la Investigación Biomédica del Hospital Gregorio Marañón (FIBHGM)Verified email at tsc.uc3m.es
Agnes NorburyThe Max Planck UCL Centre for Computational Psychiatry and Ageing ResearchVerified email at ucl.ac.uk
Aurora Cobo AguileraPhD student, Universidad Carlos III de MadridVerified email at tsc.uc3m.es

Antonio Artés Rodríguez

Professor, Dept. of Signal Theory and Communications, Universidad Carlos III de Madrid

Verified email at tsc.uc3m.es

Signal Processing Machine Learning Communications


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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	195	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	144	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	125	1998
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	97	2012
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	97	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	96	2011
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	96	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	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	92	2006
Una panorámica de las telecomunicaciones AA Rodríguez, ARF Vidal Pearson educación, 2002	91	2002
Heterogeneous multi-output Gaussian process prediction P Moreno-Muñoz, A Artés, M Alvarez Advances in neural information processing systems 31, 2018	84	2018
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	76	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	74	2017
Bayesian nonparametric crowdsourcing P Moreno, A Artés-Rodríguez, Y Teh, F Perez-Cruz Journal of Machine Learning Research, 2015	74	2015
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	72	2019
Comunicaciones digitales AA Rodríguez, FP González, JC Sueiro, RL Valcarce, CM Nartallo, ... Pearson, 2007	72*	2007
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	65	2003
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	63	2020
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
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), 1-9, 2019	62	2019

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