Antonio Artés Rodríguez

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Citations	4556	1909
h-index	33	21
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Enrique Baca GarcíaUniversidad Autonoma de MadridVerified email at uam.es
Fernando Perez-CruzSr Adviser, Innovation at Bank for International SettlementsVerified email at bis.org
Jose M. Leiva MurilloSantander SCIBVerified email at gruposantander.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
Alejandro Porras-Segovia, MD, PhDHealth Research Institute Fundación Jiménez DíazVerified email at quironsalud.es
José Luis Rojo ÁlvarezProfessor of Telecommunication Engineering, Rey Juan Carlos UniversityVerified email at urjc.es
David LuengoUniversidad Politécnica de Madrid (UPM)Verified email at upm.es
Pablo M. OlmosUniversity Carlos III de MadridVerified email at tsc.uc3m.es
Pablo Moreno-MuñozPostdoc, Technical University of Denmark (DTU)Verified email at dtu.dk
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
Gonzalo R. Ríos MuñozAssistant Professor, Univ. Carlos III de Madrid; IiSGM; CIBERCVVerified email at ing.uc3m.es
Mauricio A. ÁlvarezUniversity of ManchesterVerified email at manchester.ac.uk
Pablo García MorenoAmazonVerified email at amazon.com
Ignacio SantamariaProfessor, Electrical Engineering, University of CantabriaVerified email at unican.es
Agnes NorburyThymia LimitedVerified email at thymia.ai
Emese SükeiPostdoctoral researcher, Medical University of ViennaVerified email at meduniwien.ac.at
Aurora Cobo AguileraResearch Scientist, PhD in MLVerified email at genaios.ai

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	201	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	153	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	109	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
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	101	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	100	2019
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
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	93	2006
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	93	2001
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	83	2019
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	80	2020
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	80	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	77	2017
Bayesian nonparametric crowdsourcing P Moreno, A Artés-Rodríguez, Y Teh, F Perez-Cruz Journal of Machine Learning Research, 2015	76	2015
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	74	2014
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	73	2017
Comunicaciones digitales AA Rodríguez, FP González, JC Sueiro, RL Valcarce, CM Nartallo, ... Pearson, 2007	71	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	64	2003

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