Cristian A. Torres-Valencia

Kernel temporal enhancement approach for LORETA source reconstruction using EEG data

Mauricio A. Álvarez, Cristian A. Torres-Valencia, M. Claudia Joana Santamaria, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Emotion Assessment Using Adaptive Learning-Based Relevance Analysis

Alvaro Angel Orozco Gutierrez, Cristian A. Torres-Valencia, Andres Álvarez-Meza, 2018, ICIAR.

Emotion Assessment Based on Functional Connectivity Variability and Relevance Analysis

Alvaro Angel Orozco Gutierrez, Cristian A. Torres-Valencia, A. Álvarez-Meza, 2017, IWINAC.

Non-parametric Source Reconstruction via Kernel Temporal Enhancement for EEG Data

Mauricio A. Álvarez, Alvaro Angel Orozco Gutierrez, Cristian A. Torres-Valencia, 2016, CIARP.

A Discriminative Multi-Output Gaussian Processes Scheme for Brain Electrical Activity Analysis

Andrés Marino Álvarez-Meza, David Cárdenas-Peña, Mauricio A. Álvarez, 2020, Applied Sciences.

SVM-based feature selection methods for emotion recognition from multimodal data

Mauricio A. Álvarez, Alvaro Angel Orozco Gutierrez, Cristian A. Torres-Valencia, 2016, Journal on Multimodal User Interfaces.

Multiple-output support vector machine regression with feature selection for arousal/valence space emotion assessment

Mauricio A. Álvarez, Alvaro Angel Orozco Gutierrez, Cristian A. Torres-Valencia, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Electric propagation modeling of Deep Brain Stimulation (DBS) using the finite element method (FEM)

Cristian A. Torres-Valencia, Genaro Daza-Santacoloma, Alvaro A. Orozco-Gutierrez, 2014, 2014 XIX Symposium on Image, Signal Processing and Artificial Vision.

Dynamic Hand Gesture Recognition Using Generalized Time Warping and Deep Belief Networks

Mauricio A. Álvarez, Álvaro Orozco, Hernán García, 2015, ISVC.

Feature selection for multimodal emotion recognition in the arousal-valence space

Mauricio A. Álvarez, Álvaro Orozco, Cristian A. Torres-Valencia, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Modeling and behavior of the simulation of electric propagation during deep brain stimulation

Pablo A. Alvarado, Álvaro A. Orozco-Gutiérrez, Genaro Daza-Santacoloma, 2016 .

Deep brain stimulation modeling for several anatomical and electrical considerations

Genaro Daza-Santacoloma, Cristian A. Torres-Valencia, Mauricio A. Alvarez-López, 2014 .

Comparative analysis of physiological signals and electroencephalogram (EEG) for multimodal emotion recognition using generative models

Cristian A. Torres-Valencia, Alvaro A. Orozco-Gutierrez, Hernan F. Garcia-Arias, 2014, 2014 XIX Symposium on Image, Signal Processing and Artificial Vision.

Deep brain stimulation modeling for several anatomical and electrical considerations Modelos de estimulación cerebral profunda para diferentes consideraciones anatómicas y eléctricas

Cristian A. Torres-Valencia, G. Daza-Santacoloma, M. Álvarez-López, 2014 .