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 | 86 | 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 | 42 | 2019 |
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 | 26 | 2017 |
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, 2020 | 25 | 2020 |
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 | 17 | 2022 |
An artificial intelligent framework for prediction of wildlife vehicle collision hotspots based on geographic information systems and multispectral imagery JC Gonzalez-Velez, MC Torres-Madronero, J Murillo-Escobar, ... Ecological Informatics 63, 101291, 2021 | 10 | 2021 |
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 |
Noise and spatial-resolution effect of electrode array on rotor tip location during atrial fibrillation: A simulation study MA Becerra, J Murillo-Escobar, LC Palacio, CT Zuluaga Computing in Cardiology 2014, 797-800, 2014 | 3 | 2014 |
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 | 1 | 2020 |
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 |
Prediction of areas with high risk of roadkill wildlife applying maximum entropy approach and environmental features: East Antioquia, Colombia J Perez-Guerra, J Gonzalez-Velez, J Murillo-Escobar, JC Jaramillo-Fayad Landscape and Ecological Engineering 20 (1), 75-88, 2024 | | 2024 |
Variable Embedding Based on L–statistic for Electrocardiographic Signal Analysis L Escobar-Correa, J Murillo-Escobar, E Delgado-Trejos, D Cuesta-Frau International Work-Conference on the Interplay Between Natural and …, 2022 | | 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 |
1. Instituto Tecnológico Metropolitano ITM 2. Universidad de Antioquia NY Alzate Zuluaga, JP Sepúlveda Suescún, JP Murillo Escobar, ... | | 2020 |
Proportional and Simultaneous Control Strategy for 3 DoF of Hand J Cuadros-Acosta, J Perez-Guerra, V Herrera-Ruiz, M Garcia-Florez, ... Latin American Conference on Biomedical Engineering, 1002-1011, 2019 | | 2019 |
Sistema de clasificación de la reputación corporativa a partir de variables financieras E Londoño-Montoya, MA Becerra, J Murillo-Escobar, L Gómez-Bayona, ... Revista Ibérica de Sistemas e Tecnologias de Informação, 617-629, 2019 | | 2019 |
Classification system for corporate reputation based on financial variables [Sistema de clasificación de la reputación corporativa a partir de variables financieras] E Londoño-Montoya, MA Becerra, J Murillo-Escobar, L Gómez-Bayona, ... | | 2019 |
Metodología de predicción de calidad del aire con base en Vecinos más Cercanos Vagamente Cuantificados optimizados por Enjambre de Partículas JP Murillo Escobar Facultad de Ingenierías, 2018 | | 2018 |
Metodología de predicción con base en vecinos más cercanos vagamente cuantificados optimizados por enjambre de partículas con aplicación en calidad del aire JP Murillo Escobar Instituto Tecnológico Metropolitano, 2018 | | 2018 |