Luisa Fernanda Velásquez-Martínez

13 papers Journal 4Unranked 9
YearRankTypeTitle / Venue / Authors
2021 J jnl
An Enhanced Joint Hilbert Embedding-Based Metric to Support Mocap Data Classification with Preserved Interpretability.
Sensors
Cristian Kaori Valencia-Marin, Juan Diego Pulgarin-Giraldo, Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2021 J jnl
Deep and Wide Transfer Learning with Kernel Matching for Pooling Data from Electroencephalography and Psychological Questionnaires.
Sensors
Diego Fabian Collazos-Huertas, Luisa Fernanda Velásquez-Martínez, Hernan Dario Perez-Nastar, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2020 J jnl
Entropy-Based Estimation of Event-Related De/Synchronization in Motor Imagery Using Vector-Quantized Patterns.
Entropy
Luisa Fernanda Velásquez-Martínez, Julian Caicedo-Acosta, Germán Castellanos-Domínguez
2019 — conf
Group Differences in Time-Frequency Relevant Patterns for User-Independent BCI Applications.
IWINAC (1)
Luisa Fernanda Velásquez-Martínez, Frank Yesid Zapata-Castaño, Jorge I. Padilla-Buritica, José Manuel Ferrández de Vicente, Germán Castellanos-Domínguez
2019 — conf
Relevance of Common Spatial Patterns Ranked by Kernel PCA in Motor Imagery Classification.
BI
Luisa Fernanda Velásquez-Martínez, David Luna-Naranjo, David Cárdenas-Peña, Carlos Daniel Acosta-Medina, German A. Castaño, Germán Castellanos-Domínguez
2019 — conf
Subject-Oriented Dynamic Characterization of Motor Imagery Tasks Using Complexity Analysis.
BI
Luisa Fernanda Velásquez-Martínez, L. F. Arteaga-Daza, Germán Castellanos-Domínguez
2018 — conf
Detecting EEG Dynamic Changes Using Supervised Temporal Patterns.
IWAIPR
Luisa Fernanda Velásquez-Martínez, Frank Yesid Zapata-Castaño, David Cárdenas-Peña, Germán Castellanos-Domínguez
2018 — conf
Multiple Instance Learning Selecting Time-Frequency Features for Brain Computing Interfaces.
IWAIPR
Julian Caicedo-Acosta, Luisa Fernanda Velásquez-Martínez, David Cárdenas-Peña, Germán Castellanos-Domínguez
2017 — conf
Detection of EEG Dynamic Changes Due to Stimulus-Related Activity in Motor Imagery Recordings.
IWINAC (1)
Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2015 — conf
Connectivity Analysis of Motor Imagery Paradigm Using Short-Time Features and Kernel Similarities.
IWINAC (1)
Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez
2015 J jnl
Time-series discrimination using feature relevance analysis in motor imagery classification.
Neurocomputing
Andrés Marino Álvarez-Meza, Luisa Fernanda Velásquez-Martínez, Germán Castellanos-Domínguez
2013 — conf
Feature relevance analysis supporting automatic motor imagery discrimination in EEG based BCI systems.
EMBC
Andrés Marino Álvarez-Meza, Luisa Fernanda Velásquez-Martínez, Germán Castellanos-Domínguez
2013 — conf
Motor Imagery Classification for BCI Using Common Spatial Patterns and Feature Relevance Analysis.
IWINAC (2)
Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez