
Email: miguel.becerra@sdas-group.com
He is an electronic engineer specialized in the analysis and processing of biomedical signals. The main goal of his research is implementing biometric systems and decision support tools to help clinicians in pathology comprehension, diagnosis, and patients' treatment.
Research Interests
Signal processing, data fusion, machine learning.
Publications
- Low Data Fusion Framework Oriented to Information Quality for BCI Systems
International Conference on Bioinformatics and Biomedical Engineering 2018
Miguel Alberto Becerra, Karla C. Alvarez-Uribe, Diego Hernán Peluffo Ordoñez.
See abstract | see full paper - Advances in Homotopy Applied to Object Deformation
International Conference on Bioinformatics and Biomedical Engineering
Jose Alejandro Salazar-Castro, Ana Cristina Umaquinga-Criollo, Lilian Dayana Cruz-Cruz, Luis Omar Alpala-Alpala, Catalina González-Castaño, Miguel A Becerra-Botero, Diego Hernán Peluffo-Ordóñez, Cesar Germán Castellanos-Domínguez
See abstract | see full paper - Case-Based Reasoning Systems for Medical Applications with Improved Adaptation and Recovery Stages
International Conference on Bioinformatics and Biomedical Engineering
X Blanco Valencia, D Bastidas Torres, C Piñeros Rodriguez, Diego Hernán Peluffo-Ordóñez, Miguel A Becerra, Andrés Eduardo Castro-Ospina
See abstract | see full paper - Developments on Solutions of the Normalized-Cut-Clustering Problem Without Eigenvectors
International Symposium on Neural Networks
Leandro Leonardo Lorente-Leyva, Israel David Herrera-Granda, Paul D Rosero-Montalvo, Karina L Ponce-Guevara, Andrés Eduardo Castro-Ospina, Miguel A Becerra, Diego Hernán Peluffo-Ordóñez, José Luis Rodríguez-Sotelo
See abstract | see full paper - Data fusion from multiple stations for estimation of PM2. 5 in specific geographical location
Iberoamerican Congress on Pattern Recognition
Miguel A Becerra, Marcela Bedoya Sánchez, Jacobo García Carvajal, Jaime A Guzmán Luna, Diego H Peluffo-Ordóñez, Catalina Tobón
See abstract | see full paper - Kernel-based framework for spectral dimensionality reduction and clustering formulation: A theoretical study
ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal
Xiomara Patricia Blanco Valencia, MA Becerra, AE Castro Ospina, M Ortega Adarme, D Viveros Melo, DH PELUFFO ORDÓÑEZ
See abstract | see full paper - Analysis of motor imaginary BCI within multi-environment scenarios using a mixture of classifiers
Colombian Conference on Computing
M Ortega-Adarme, M Moreno-Revelo, DH Peluffo-Ordoñez, D Marín Castrillon, AE Castro-Ospina, MA Becerra
See abstract | see full paper - Complexity of Atrial Fibrillation Electrograms Through Nonlinear Signal Analysis: In Silico Approach
Interpreting Cardiac Electrograms-From Skin to Endocardium
Catalina Tobón, Andrés Orozco‐Duque, Juan P Ugarte, Miguel Becerra, Javier Saiz
See abstract | see full paper - Data Fusion Applied to Biometric Identification–A Review
Colombian Conference on Computing
JC Zapata, CM Duque, Y Rojas-Idarraga, ME Gonzalez, JA Guzmán, MA Becerra Botero
See abstract | see full paper - Emociones cromáticas: análisis de la percepción de color basado en emociones y su relación con el consumo de moda
Anagramas-Rumbos y sentidos de la comunicación-
Sonia M Peláez Becerra, Paula Gómez Gómez, Miguel A Becerra
See abstract | see full paper - On the relationship between dimensionality reduction and spectral clustering from a kernel viewpoint
Distributed Computing and Artificial Intelligence, 13th International Conference
Diego Hernán Peluffo-Ordóñez, Miguel A Becerra, Andrés Eduardo Castro-Ospina, X Blanco-Valencia, Juan C Alvarado-Pérez, Roberto Therón, A Anaya-Isaza
See abstract | see full paper - Effect of the electrograms density in detecting and ablating the tip of the rotor during chronic atrial fibrillation: an in silico study
European Society of Cardiology
Juan P Ugarte, Catalina Tobón, Andrés Orozco-Duque, Miguel A Becerra, John Bustamante
See abstract | see full paper - Heart murmur detection using Ensemble Empirical Mode Decomposition and derivations of the Mel-Frequency Cepstral Coefficients on 4-area phonocardiographic signals
Computing in Cardiology Conference (CinC), 2014
Joe A Jimenez, Miguel A Becerra, Edilson Delgado-Trejos
See abstract | see full paper - Análisis de dependencia usando regresión lineal múltiple y regresión de componentes principales en contaminantes delaire y parámetros meteorológicos caso de estudio
Revista QUID
Daniel Parra, Silvia Quijano, Diana Orrego, Miguel Becerra
See abstract | see full paper - Simple ablation guided by ApEn mapping in a 2D model during permanent atrial fibrillation
Computing in Cardiology Conference (CinC), 2014
Catalina Tobón, Laura C Palacio, Juan E Duque, Esteban A Cardona, Juan P Ugarte, Andrés Orozco-Duque, Miguel A Becerra, Javier Saiz, John Bustamante
See abstract | see full paper - Reconstruction of Multi Spatial Resolution Feature Maps on a 2D Model of Atrial Fibrillation: Simulation Study
VI Latin American Congress on Biomedical Engineering CLAIB 2014, Paraná, Argentina 29, 30 & 31 October 2014
Juan Murillo-Escobar, Miguel A Becerra, Esteban A Cardona, Catalina Tobón, Laura C Palacio, BE Valdés, Diana A Orrego
See abstract | see full paper - Interfaz cerebro computador basado en señales EEG para el control de movimiento de una prótesis de mano usando ANFIS.
Lámpsakos
Alexandra Bedoya Rojas, Jessica Giraldo Leiva, Ingrid Durley Torres Pardo, Miguel A Becerra
See abstract | see full paper - Adaptive neuro-fuzzy inference system for acoustic analysis of 4-channel phonocardiograms using empirical mode decomposition
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Miguel A Becerra, Diana A Orrego, Edilson Delgado-Trejos
See abstract | see full paper - Stochastic analysis and classification of 4-area cardiac auscultation signals using Empirical Mode Decomposition and acoustic features
Computing in Cardiology (CinC)
MA Becerra, DA Orrego, Carolina Mejia, Edilson Delgado-Trejos
See abstract | see full paper - Dimensionality reduction based on fuzzy rough sets oriented to ischemia detection
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Diana A Orrego, Miguel A Becerra, Edilson Delgado-Trejos
See abstract | see full paper - Análisis comparativo de tecnologías de transmisión
Revista QUID
Miguel A Becerra Botero, Oscar A Mejía Gonzales, Darío A Murillo, Sandra M Álvarez
See abstract | see full paper