Co-author Network

Co-researcher Network

ARTES RODRIGUEZ, ANTONIO Close

category: Full Professor

https://orcid.org/0000-0001-6540-7109

Positions

Academic Department : Signal Theory and Communications
Research Group : Signal Processing and Learning Group (GTSA)
Institute : Pedro Juan de Lastanosa Institute of Technology Development and Innovation
Institute : UC3M-Santander Big Data Institute

Contact Info

aartes@ing.uc3m.es >> Other Contact Information

Publications
Projects
Other

sample of publications

articles
- Validation of fitbit charge 2 and fitbit alta hr against polysomnography for assessing sleep in adults with obstructive sleep apnea. Journal of Clinical Sleep Medicine. 15. 2019
- Deep Sequential Models for Suicidal Ideation from Multiple Source Data. IEEE Journal of Biomedical and Health Informatics. 23:2286-2293. 2019
- Assessment of e-Social Activity in Psychiatric Patients. IEEE Journal of Biomedical and Health Informatics. 23:2247-2256. 2019
- Hierarchical Algorithms for Causality Retrieval in Atrial Fibrillation Intracavitary Electrograms. IEEE Journal of Biomedical and Health Informatics. 23:143-155. 2019
- Combining Continuous Smartphone Native Sensors Data Capture and Unsupervised Data Mining Techniques for Behavioral Changes Detection: A Case Series of the Evidence-Based Behavior (eB2) Study. JMIR mHealth and uHealth. 6. 2018
- Feature Extraction of Galvanic Skin Responses by Nonnegative Sparse Deconvolution. IEEE Journal of Biomedical and Health Informatics. 22:1385-1394. 2018
- Presence and Distribution of Rotational Conduction Points and Its Association With Scar in Patients With Persistent Atrial Fibrillation. HEART RHYTHM. 14:235-236. 2017
- User profiles of an electronic mental health tool for ecological momentary assessment: MEmind. INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH. 26. 2017
- Human Activity Recognition by Combining a Small Number of Classifiers. IEEE Journal of Biomedical and Health Informatics. 20. 2016
- Bayesian Nonparametric Crowdsourcing. JOURNAL OF MACHINE LEARNING RESEARCH. 16:1607-1627. 2015
- Blind analysis of atrial fibrillation electrograms: A sparsity-aware formulation. INTEGRATED COMPUTER-AIDED ENGINEERING. 22:71-85. 2015
- A regularized matrix factorization approach to induce structured sparse-low-rank solutions in the EEG inverse problem. EURASIP Journal on Advances in Signal Processing. 2014. 2014
- Objective diagnosis of ADHD using IMUs. MEDICAL ENGINEERING & PHYSICS. 36:922-926. 2014
- An automated screening system for tuberculosis. IEEE Journal of Biomedical and Health Informatics. 18:855-862. 2014
- Target detection for low cost uncooled MWIR cameras based on empirical mode decomposition. INFRARED PHYSICS & TECHNOLOGY. 63:222-231. 2014
- Information-Theoretic Linear Feature Extraction Based on Kernel Density Estimators: A Review. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS (IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE). 42:1180-1189. 2012
- Algorithms for maximum-likelihood bandwidth selection in kernel density estimators. PATTERN RECOGNITION LETTERS. 33:1717-1724. 2012
- Machine learning and data mining: strategies for hypothesis generation. MOLECULAR PSYCHIATRY. 17:956-959. 2012
- Novel fast random search clustering algorithm for mixing matrix identification in MIMO linear blind inverse problems with sparse inputs. NEUROCOMPUTING. 87:62-78. 2012
- Improving the accuracy of suicide attempter classification. ARTIFICIAL INTELLIGENCE IN MEDICINE. 52:165-168. 2011
- Distinguishing the relevant features of frequent suicide attempters. JOURNAL OF PSYCHIATRIC RESEARCH. 45:619-625. 2011
- Improving Sale Performance Prediction using Support Vector Machines. EXPERT SYSTEMS WITH APPLICATIONS. 38:5129-5132. 2011
- Extended input space support vector machine. IEEE TRANSACTIONS ON NEURAL NETWORKS. 22:158-163. 2011
- Individual Identification using Personality Traits. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS. 33:293-299. 2010
- Stability of Childhood Anxiety Disorder Diagnoses: A Follow-up Naturalistic Study in Psychiatric Care. EUROPEAN CHILD & ADOLESCENT PSYCHIATRY. 19:395-403. 2010
- Nucleotide Variation in Central Nervous System Genes Among Male Suicide Attempters. AMERICAN JOURNAL OF MEDICAL GENETICS PART B-NEUROPSYCHIATRIC GENETICS. 153B:208-213. 2010
- Optimal Sensor Selection in Binary Heterogeneous Sensor Networks. IEEE TRANSACTIONS ON SIGNAL PROCESSING. 57:1577-1587. 2009
- A Simulated Annealing Approach to Speaker Segmentation in Audio Databases. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 21:499-508. 2008
- Patterns of Mental Health Service Utilization in a General Hospital and Outpatient Mental Health Facilities: Analysis of 365,262 Psychiatric Consultations. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE. 258:117-123. 2008
conference contributions