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Juan Pablo Murillo Escobar
Juan Pablo Murillo Escobar
Instituto Tecnológico Metropolitano, Medellín
E-mail confirmado em itm.edu.co
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Ano
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
812019
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
372019
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
252020
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
252017
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
152022
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
92021
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
62019
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
32014
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
12017
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
12015
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
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
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
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Artigos 1–20