Feature relevance analysis supporting automatic motor imagery discrimination in EEG based BCI systems. - Andrés Marino Álvarez-Meza; Luisa Fernanda Velásquez-Martínez; Germán Castellanos-Domínguez (EMBC, 2013)

Motor Imagery Classification for BCI Using Common Spatial Patterns and Feature Relevance Analysis. - Luisa Fernanda Velásquez-Martínez; Andrés Marino Álvarez-Meza; César Germán Castellanos-Domínguez (IWINAC (2), 2013)

Connectivity Analysis of Motor Imagery Paradigm Using Short-Time Features and Kernel Similarities. - Luisa Fernanda Velásquez-Martínez; Andrés Marino Álvarez-Meza; Germán Castellanos-Domínguez (IWINAC (1), 2015)

Time-series discrimination using feature relevance analysis in motor imagery classification. - Andrés Marino Álvarez-Meza; Luisa Fernanda Velásquez-Martínez; Germán Castellanos-Domínguez (Neurocomputing, 2015)

Detection of EEG Dynamic Changes Due to Stimulus-Related Activity in Motor Imagery Recordings. - Luisa Fernanda Velásquez-Martínez; Andrés Marino Álvarez-Meza; Germán Castellanos-Domínguez (IWINAC (1), 2017)

Multiple Instance Learning Selecting Time-Frequency Features for Brain Computing Interfaces. - Julian Caicedo-Acosta; Luisa Fernanda Velásquez-Martínez; David Cárdenas-Peña; Germán Castellanos-Domínguez (IWAIPR, 2018)

Detecting EEG Dynamic Changes Using Supervised Temporal Patterns. - Luisa Fernanda Velásquez-Martínez; F. Y. Zapata-Castaño; David Cárdenas-Peña; Germán Castellanos-Domínguez (IWAIPR, 2018)

Relevance of Common Spatial Patterns Ranked by Kernel PCA in Motor Imagery Classification. - Luisa Fernanda Velásquez-Martínez; David Luna-Naranjo; David Cárdenas-Peña; Carlos Daniel Acosta-Medina; German A. Castaño; Germán Castellanos-Domínguez (BI, 2019)

Subject-Oriented Dynamic Characterization of Motor Imagery Tasks Using Complexity Analysis. - Luisa Fernanda Velásquez-Martínez; L. F. Arteaga-Daza; Germán Castellanos-Domínguez (BI, 2019)

Group Differences in Time-Frequency Relevant Patterns for User-Independent BCI Applications. - Luisa Fernanda Velásquez-Martínez; F. Y. Zapata-Castaño; Jorge I. Padilla-Buritica; José Manuel Ferrández de Vicente; Germán Castellanos-Domínguez (IWINAC (1), 2019)

Entropy-Based Estimation of Event-Related De/Synchronization in Motor Imagery Using Vector-Quantized Patterns. - Luisa Fernanda Velásquez-Martínez; Julian Caicedo-Acosta; Germán Castellanos-Domínguez (Entropy, 2020)

Deep and Wide Transfer Learning with Kernel Matching for Pooling Data from Electroencephalography and Psychological Questionnaires. - Diego Fabian Collazos-Huertas; Luisa Fernanda Velásquez-Martínez; Hernan Dario Perez-Nastar; Andrés Marino Álvarez-Meza; Germán Castellanos-Domínguez (Sensors, 2021)

An Enhanced Joint Hilbert Embedding-Based Metric to Support Mocap Data Classification with Preserved Interpretability. - Cristian Kaori Valencia-Marin; Juan Diego Pulgarin-Giraldo; Luisa Fernanda Velásquez-Martínez; Andrés Marino Álvarez-Meza; Germán Castellanos-Domínguez (Sensors, 2021)