Automatic sleep stages classification using EEG entropy features and unsupervised pattern analysis techniques JL Rodríguez-Sotelo, A Osorio-Forero, A Jiménez-Rodríguez, ... Entropy 16 (12), 6573-6589, 2014 | 125 | 2014 |
Unsupervised feature relevance analysis applied to improve ECG heartbeat clustering JL Rodríguez-Sotelo, D Peluffo-Ordonez, D Cuesta-Frau, ... Computer methods and programs in biomedicine 108 (1), 250-261, 2012 | 49 | 2012 |
Unsupervised classification of atrial heartbeats using a prematurity index and wave morphology features JL Rodríguez-Sotelo, D Cuesta-Frau, G Castellanos-Dominguez Medical & biological engineering & computing 47, 731-741, 2009 | 30 | 2009 |
Knee functional state classification using surface electromyographic and goniometric signals by means of artificial neural networks M Herrera-González, GA Martínez-Hernández, JL Rodríguez-Sotelo, ... Ingeniería y Universidad 19 (1), 51-66, 2015 | 22 | 2015 |
Osteochondroma induced by reflection of the perichondrial ring in young rat radii E Delgado, JI Rodríguez, JL Rodríguez, C Miralles, R Paniagua Calcified tissue international 40, 85-90, 1987 | 19 | 1987 |
Weighted-PCA for unsupervised classification of cardiac arrhythmias JL Rodríguez-Sotelo, E Delgado-Trejos, D Peluffo-Ordóñez, ... 2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010 | 17 | 2010 |
Recognition of cardiac arrhythmias by means of beat clustering on ECG-holter records E Delgado, JL Rodriguez, F Jiménez, D Cuesta, G Castellanos 2007 Computers in Cardiology, 161-164, 2007 | 16 | 2007 |
Sistema de monitoreo y control remoto usando IOT para un regulador de presión JLR Sotelo, AL Londoño, CAV Botero, RDF Hurtado Scientia et technica 22 (4), 391-397, 2017 | 15 | 2017 |
Developments on solutions of the normalized-cut-clustering problem without eigenvectors LL Lorente-Leyva, ID Herrera-Granda, PD Rosero-Montalvo, ... Advances in Neural Networks–ISNN 2018: 15th International Symposium on …, 2018 | 11 | 2018 |
Unsupervised relevance analysis for feature extraction and selection: A distance-based approach for feature relevance DH Peluffo, JA Lee, M Verleysen, JL Rodríguez-Sotelo, ... International conference on pattern recognition, applications and methods-ICPRAM, 2014 | 11 | 2014 |
Nonparametric density-based clustering for cardiac arrhythmia analysis JL Rodríguez-Sotelo, D Peluffo-Ordonez, D Cuesta-Frau, ... 2009 36th Annual Computers in Cardiology Conference (CinC), 569-572, 2009 | 11 | 2009 |
Recognition of cardiac arrhythmia by means of beat clustering on ecg-holter recordings JL Rodríguez-Sotelo, G Castellanos-Domínguez, CD Acosta-Medina, ... Advances in Electrocardiograms-Methods and Analysis 221, 250, 2011 | 10 | 2011 |
An improved method for unsupervised analysis of ECG beats based on WT features and J-means clustering JL Rodriguez-Sotelo, D Cuesta-Frau, G Castellanos-Dominguez 2007 Computers in Cardiology, 581-584, 2007 | 10 | 2007 |
Generalized Bonhoeffer-van der Pol oscillator for modelling cardiac pulse: Preliminary results DH Peluffo-Ordóñez, JL Rodríguez-Sótelo, EJ Revelo-Fuelagán, ... 2015 IEEE 2nd Colombian Conference on Automatic Control (CCAC), 1-6, 2015 | 9 | 2015 |
Unsupervised relevance analysis for feature extraction and selection. A distance-based approach for feature relevance DH Peluffo Ordoñez, JA Lee, M Verleysen, JL Rodriguez, ... 3rd International Conference on Pattern Recognition Applications and Methods …, 2015 | 9 | 2015 |
Estudio comparativo de métodos de selección de características de inferencia supervisada y no supervisada DH Peluffo-Ordóñez, JL Rodríguez-Sotelo, G Castellanos-Domínguez TecnoLógicas, 149-166, 2009 | 8 | 2009 |
Segment clustering methodology for unsupervised Holter recordings analysis JL Rodríguez-Sotelo, D Peluffo-Ordoñez, GC Dominguez 10th International Symposium on Medical Information Processing and Analysis …, 2015 | 7 | 2015 |
Unsupervised feature selection in cardiac arrhythmias analysis JL Rodriguez-Sotelo, D Cuesta-Frau, D Peluffo-Ordónez, ... 2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009 | 6 | 2009 |
The shape of dementia: New measures of morphological complexity in event-related potentials (ERP) and its application to the detection of Alzheimer’s disease A Jimenez-Rodríguez, JL Rodríguez-Sotelo, A Osorio-Forero, JM Medina, ... Medical & biological engineering & computing 53, 889-897, 2015 | 5 | 2015 |
Diseño de un sistema cerebro-maquina de miembro superior para la asistencia a la rehabilitación de personas con accidente cerebro-vascular AR Jiménez, CA Grisales, JLR Sotelo Encuentro Internacional de Educación en Ingeniería, 2019 | 3 | 2019 |