Feature selection for multimodal emotion recognition in the arousal-valence space. - Cristian A. Torres-Valencia; Álvaro Á. Orozco; Mauricio A. Álvarez (EMBC, 2013)

Multiple-output support vector machine regression with feature selection for arousal/valence space emotion assessment. - Cristian A. Torres-Valencia; Mauricio A. Álvarez; Álvaro Ángel Orozco-Guitiérrez (EMBC, 2014)

Dynamic Hand Gesture Recognition Using Generalized Time Warping and Deep Belief Networks. - Cristian A. Torres-Valencia; Hernán F. García; Germán A. Holguín; Mauricio A. Álvarez; Álvaro Orozco (ISVC (2), 2015)

Non-parametric Source Reconstruction via Kernel Temporal Enhancement for EEG Data. - Cristian A. Torres-Valencia; J. A. Hernández-Muriel; Wilson González-Vanegas; Andrés Álvarez-Meza; Álvaro Ángel Orozco-Guitiérrez; Mauricio A. Álvarez (CIARP, 2016)

Kernel temporal enhancement approach for LORETA source reconstruction using EEG data. - Cristian A. Torres-Valencia; M. Claudia Joana Santamaria; Mauricio A. Álvarez (EMBC, 2016)

Emotion Assessment Based on Functional Connectivity Variability and Relevance Analysis. - Cristian A. Torres-Valencia; A. Álvarez-Meza; Álvaro Ángel Orozco-Guitiérrez (IWINAC (1), 2017)

SVM-based feature selection methods for emotion recognition from multimodal data. - Cristian A. Torres-Valencia; Mauricio A. Álvarez; Álvaro Ángel Orozco-Guitiérrez (J. Multimodal User Interfaces, 2017)

Emotion Assessment Using Adaptive Learning-Based Relevance Analysis. - Cristian A. Torres-Valencia; Andrés Álvarez-Meza; Álvaro Ángel Orozco-Guitiérrez (ICIAR, 2018)