Leonardo Duque-Muñoz

16 papers Journal 6Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Enhancing Soundscape Characterization and Pattern Analysis Using Low-Dimensional Deep Embeddings on a Large-Scale Dataset. Mach. Learn. Knowl. Extr. Daniel Alexis Nieto-Mora, Leonardo Duque-Muñoz, Juan David Martínez-Vargas
2024	J	`jnl`	Soundscape Characterization Using Autoencoders and Unsupervised Learning. Sensors Daniel Alexis Nieto-Mora, Maria Cristina Ferreira de Oliveira, Camilo Sánchez-Giraldo, Leonardo Duque-Muñoz, Claudia Victoria Isaza Narvaez, Juan David Martínez-Vargas
2023	J	`jnl`	Automatic Detection of Focal Cortical Dysplasia Using MRI: A Systematic Review. Sensors David Jiménez-Murillo, Andrés Eduardo Castro-Ospina, Leonardo Duque-Muñoz, Juan David Martínez-Vargas, Jazmín Ximena Suárez-Revelo, Jorge Mario Vélez-Arango, María de la Iglesia-Vayá
2019	J	`jnl`	Enhanced Data Covariance Estimation Using Weighted Combination of Multiple Gaussian Kernels for Improved M/EEG Source Localization. Int. J. Neural Syst. Juan David Martínez-Vargas, Leonardo Duque-Muñoz, Jesús Francisco Vargas-Bonilla, José David López, Germán Castellanos-Domínguez
2018	J	`jnl`	Cognitive neuroscience using wearable magnetometer arrays: Non-invasive assessment of language function. NeuroImage Tim M. Tierney, Niall Holmes, Sofie S. Meyer, Elena Boto, Gillian Roberts, James Leggett, Sarah Buck, Leonardo Duque-Muñoz, Vladimir Litvak, Sven Bestmann, Torsten Baldeweg, Richard Bowtell, Matthew J. Brookes, Gareth R. Barnes
2018	—	`conf`	Individual Finger Movement Recognition Based on sEMG and Classification Techniques. IWAIPR Laura Stella Vega-Escobar, Andrés Eduardo Castro-Ospina, Leonardo Duque-Muñoz
2018	J	`jnl`	Neuromuscular disease detection by neural networks and fuzzy entropy on time-frequency analysis of electromyography signals. Expert Syst. J. Knowl. Eng. Marcela Vallejo, Carlos J. Gallego, Leonardo Duque-Muñoz, Edilson Delgado-Trejos
2017	—	`conf`	Non-linear Covariance Estimation for Reconstructing Neural Activity with MEG/EEG Data. IWINAC (1) Leonardo Duque-Muñoz, Juan David Martínez-Vargas, Germán Castellanos-Domínguez, Jesús Francisco Vargas-Bonilla, José David López
2016	—	`conf`	Simplified EEG inverse solution for BCI real-time implementation. EMBC Leonardo Duque-Muñoz, Jesús Francisco Vargas-Bonilla, José David López
2015	—	`conf`	EEG Rhythm Extraction Based on Relevance Analysis and Customized Wavelet Transform. IWINAC (1) Leonardo Duque-Muñoz, Ruben-Dario Pinzon-Morales, Germán Castellanos-Domínguez
2015	—	`conf`	Walk and Jog Characterization Using a Triaxial Accelerometer. CIT/IUCC/DASC/PICom José David López, Angela Sucerquia, Leonardo Duque-Muñoz, Jesús Francisco Vargas-Bonilla
2013	—	`conf`	A Channel Selection Method for EEG Classification based on Exponentially Damped Sinusoidal Model and Stochastic Relevance Analysis. BIOSIGNALS Leonardo Duque-Muñoz, Carlos Guerrero-Mosquera, Germán Castellanos-Domínguez
2013	—	`conf`	A Methodology for Optimizing the Cost Matrix in Cost Sensitive Learning Models applied to Prediction of Molecular Functions in Embryophyta Plants. BIOINFORMATICS Sebastian García-López, Jorge Alberto Jaramillo-Garzón, Leonardo Duque-Muñoz, César Germán Castellanos-Domínguez
2013	—	`conf`	Predicting Molecular Functions in Plants using Wavelet-based Motifs. BIOINFORMATICS G. A. Arango-Argoty, Andrés Felipe Giraldo-Forero, Jorge Alberto Jaramillo-Garzón, Leonardo Duque-Muñoz, Germán Castellanos-Domínguez
2013	—	`conf`	Stochastic relevance analysis of epileptic EEG signals for channel selection and classification. EMBC Leonardo Duque-Muñoz, Carlos Guerrero-Mosquera, Germán Castellanos-Domínguez
2011	—	`conf`	Discrimination of Epileptic Events Using EEG Rhythm Decomposition. IWINAC (2) Leonardo Duque-Muñoz, Luis David Avendaño-Valencia, Germán Castellanos-Domínguez