Luisa Fernanda Velásquez-Martínez

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 9

Top Topics

Spinal Cord Injury

Feature Relevance

Top Venues

Publications

Diego Fabian Collazos-Huertas, Luisa Fernanda Velásquez-Martínez, Hernan Dario Perez-Nastar, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
Deep and Wide Transfer Learning with Kernel Matching for Pooling Data from Electroencephalography and Psychological Questionnaires. Sensors 21 (15) (2021)
Cristian Kaori Valencia-Marin, Juan Diego Pulgarin-Giraldo, Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
An Enhanced Joint Hilbert Embedding-Based Metric to Support Mocap Data Classification with Preserved Interpretability. Sensors 21 (13) (2021)
Luisa Fernanda Velásquez-Martínez, Julian Caicedo-Acosta, Germán Castellanos-Domínguez
Entropy-Based Estimation of Event-Related De/Synchronization in Motor Imagery Using Vector-Quantized Patterns. Entropy 22 (6) (2020)
Luisa Fernanda Velásquez-Martínez, F. Y. Zapata-Castaño, Jorge I. Padilla-Buritica, José Manuel Ferrández de Vicente, Germán Castellanos-Domínguez
Group Differences in Time-Frequency Relevant Patterns for User-Independent BCI Applications. IWINAC (1) (2019)
Luisa Fernanda Velásquez-Martínez, L. F. Arteaga-Daza, Germán Castellanos-Domínguez
Subject-Oriented Dynamic Characterization of Motor Imagery Tasks Using Complexity Analysis. BI (2019)
Luisa Fernanda Velásquez-Martínez, David Luna-Naranjo, David Cárdenas-Peña, Carlos Daniel Acosta-Medina, German A. Castaño, Germán Castellanos-Domínguez
Relevance of Common Spatial Patterns Ranked by Kernel PCA in Motor Imagery Classification. BI (2019)
Luisa Fernanda Velásquez-Martínez, F. Y. Zapata-Castaño, David Cárdenas-Peña, Germán Castellanos-Domínguez
Detecting EEG Dynamic Changes Using Supervised Temporal Patterns. IWAIPR (2018)
Julian Caicedo-Acosta, Luisa Fernanda Velásquez-Martínez, David Cárdenas-Peña, Germán Castellanos-Domínguez
Multiple Instance Learning Selecting Time-Frequency Features for Brain Computing Interfaces. IWAIPR (2018)
Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
Detection of EEG Dynamic Changes Due to Stimulus-Related Activity in Motor Imagery Recordings. IWINAC (1) (2017)
Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
Connectivity Analysis of Motor Imagery Paradigm Using Short-Time Features and Kernel Similarities. IWINAC (1) (2015)
Andrés Marino Álvarez-Meza, Luisa Fernanda Velásquez-Martínez, Germán Castellanos-Domínguez
Time-series discrimination using feature relevance analysis in motor imagery classification. Neurocomputing 151 (2015)
Andrés Marino Álvarez-Meza, Luisa Fernanda Velásquez-Martínez, Germán Castellanos-Domínguez
Feature relevance analysis supporting automatic motor imagery discrimination in EEG based BCI systems. EMBC (2013)
Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
Motor Imagery Classification for BCI Using Common Spatial Patterns and Feature Relevance Analysis. IWINAC (2) (2013)