| Forecasting concentrations of air pollutants using support vector regression improved with particle swarm optimization: Case study in Aburrá Valley, Colombia J Murillo-Escobar, JP Sepulveda-Suescun, MA Correa, D Orrego-Metaute Urban climate 29, 100473, 2019 | 81 | 2019 |
| Embedded dimension and time series length. Practical influence on permutation entropy and its applications D Cuesta-Frau, JP Murillo-Escobar, DA Orrego, E Delgado-Trejos Entropy 21 (4), 385, 2019 | 37 | 2019 |
| Muscle fatigue analysis during dynamic contractions based on biomechanical features and Permutation Entropy J Murillo-Escobar, YE Jaramillo Munera, DA Orrego-Metaute, ... Mathematical Biosciences and Engineering 17 (3), 2592-2615, 2020 | 25 | 2020 |
| Atrial fibrillation detection through heart rate variability using a machine learning approach and Poincare plot features JP Sepulveda-Suescun, J Murillo-Escobar, RD Urda-Benitez, ... VII Latin American Congress on Biomedical Engineering CLAIB 2016 …, 2017 | 25 | 2017 |
| Dimensionality reduction based on fuzzy rough sets oriented to ischemia detection DA Orrego, MA Becerra, E Delgado-Trejos 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 19 | 2012 |
| Automatic sign language recognition based on accelerometry and surface electromyography signals: A study for Colombian sign language E Pereira-Montiel, E Pérez-Giraldo, J Mazo, D Orrego-Metaute, ... Biomedical Signal Processing and Control 71, 103201, 2022 | 15 | 2022 |
| Stochastic analysis and classification of 4-area cardiac auscultation signals using Empirical Mode Decomposition and acoustic features MA Becerra, DA Orrego, C Mejia, E Delgado-Trejos 2012 Computing in Cardiology, 529-532, 2012 | 13 | 2012 |
| Three-dimensional cat virtual anatomy: development of an interactive virtual anatomical software JS Osorio-Echeverri, DA Orrego-Metaute, JP Murillo-Escobar, ... Journal of Morphological Sciences 36 (02), 105-114, 2019 | 6 | 2019 |
| Adaptive neuro-fuzzy inference system for acoustic analysis of 4-channel phonocardiograms using empirical mode decomposition MA Becerra, DA Orrego, E Delgado-Trejos 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 6 | 2013 |
| Computing in Cardiology (CinC), 2012 MA Becerra, DA Orrego, C Mejia IEEE, 2012 | 5 | 2012 |
| Análisis de dependencia usando regresión lineal múltiple y regresión de componentes principales en contaminantes del aire y parámetros meteorológicos: caso de estudio BJ Novoa, D Parra, S Quijano, D Orrego, M Becerra Revista Quid (23), 13-20, 2014 | 3 | 2014 |
| Uniform and non-uniform embedding quality using electrocardiographic signals JP Restrepo-Uribe, DA Orrego-Metaute, E Delgado-Trejos, ... International Work-Conference on the Interplay Between Natural and …, 2022 | 1 | 2022 |
| Prediction of critical air quality events using support vector machines and particle swarm optimization JC Zapata-Hernandez, YK Rojas-Idarraga, DA Orrego, J Murillo-Escobar VII Latin American Congress on Biomedical Engineering CLAIB 2016 …, 2017 | 1 | 2017 |
| Reconstruction of multi spatial resolution feature maps on a 2D model of atrial fibrillation: Simulation study J Murillo-Escobar, MA Becerra, EA Cardona, C Tobón, LC Palacio, ... VI Latin American Congress on Biomedical Engineering CLAIB 2014, Paraná …, 2015 | 1 | 2015 |
| Particle Swarm Optimization Setup for Hyperparameter Selection in Support Vector Machines J Restrepo-Uribe, J Sepulveda-Suescun, D Orrego-Metaute, ... | | 2022 |
| Time-Frequency characteristics analysis for forecasting time series of particulate matter using Support Vector Regression and Particle Swarm Optimization NY Alzate-Zuluaga, JP Sepúlveda-Suescún, JP Murillo-Escobar, ... Revista EIA 17 (34), 161-175, 2020 | | 2020 |
| Análisis de características tiempo-frecuencia para la predicción de series temporales de Material Particulado usando Regresión por Vectores de Soporte y Optimización por … NY Alzate-Zuluaga, JP Sepúlveda-Suescún, JP Murillo-Escobar, ... Revista EIA 17 (34), 161-175, 2020 | | 2020 |
| 1. Instituto Tecnológico Metropolitano ITM 2. Universidad de Antioquia NY Alzate Zuluaga, JP Sepúlveda Suescún, JP Murillo Escobar, ... | | 2020 |
| Identificación de Zonas Susceptibles de Ablación en Fibrilación Auricular Permanente Implementando Entropía Aproximada en un Modelo 2D D Orrego, A Orozco-Duque, JP Ugarte, C Tobón-Zuluaga, LC Palacio Revista Ingeniería Biomédica, 2015 | | 2015 |
| IDENTIFICAÇÃO DE ÁREAS SUSCETÍVEIS DE ABLAÇÃO PERMANENTE DE FIBRILAÇÃO ATRIAL NA IMPLEMENTAÇÃO ENTROPY APROXIMADO UM MODELO 2D LC Palacio, C Tobón, D Orrego, JP Ugarte, A Orozco-Duque, ... Revista Ingeniería Biomédica 8 (16), 33-38, 2014 | | 2014 |
