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Cristian Alejandro Torres Valencia
Cristian Alejandro Torres Valencia
Dirección de correo verificada de javerianacali.edu.co
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Comparative analysis of physiological signals and electroencephalogram (EEG) for multimodal emotion recognition using generative models
CA Torres-Valencia, HF Garcia-Arias, MAA Lopez, AA Orozco-Gutiérrez
2014 XIX Symposium on Image, Signal Processing and Artificial Vision, 1-5, 2014
602014
SVM-based feature selection methods for emotion recognition from multimodal data
C Torres-Valencia, M Álvarez-López, Á Orozco-Gutiérrez
Journal on Multimodal User Interfaces 11, 9-23, 2017
592017
Feature selection for multimodal emotion recognition in the arousal-valence space
CA Torres, ÁA Orozco, MA Álvarez
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
382013
Multiple-output support vector machine regression with feature selection for arousal/valence space emotion assessment
CA Torres-Valencia, MA Álvarez, ÁA Orozco-Gutiérrez
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
162014
A discriminative multi-output gaussian processes scheme for brain electrical activity analysis
C Torres-Valencia, Á Orozco, D Cárdenas-Peña, A Álvarez-Meza, ...
Applied Sciences 10 (19), 6765, 2020
52020
Emotion assessment based on functional connectivity variability and relevance analysis
C Torres-Valencia, A Alvarez-Meza, A Orozco-Gutierrez
Natural and Artificial Computation for Biomedicine and Neuroscience …, 2017
42017
Dynamic hand gesture recognition using generalized time warping and deep belief networks
CA Torres-Valencia, HF García, GA Holguín, MA Álvarez, Á Orozco
Advances in Visual Computing: 11th International Symposium, ISVC 2015, Las …, 2015
42015
Modeling and behavior of the simulation of electric propagation during deep brain stimulation
PA Alvarado, CA Torres-Valencia, ÁA Orozco-Gutiérrez, MA Álvarez, ...
Dyna 83 (198), 49-58, 2016
32016
Kernel temporal enhancement approach for loreta source reconstruction using eeg data
CA Torres-Valencia, MCJ Santamaria, MA Alvarez
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
32016
3d brain atlas reconstruction using deformable medical image registration: Application to deep brain stimulation surgery
HF García, CA Torres, HDV Cardona, MA Álvarez, ÁÁ Orozco, JB Padilla, ...
2014 XIX Symposium on Image, Signal Processing and Artificial Vision, 1-5, 2014
32014
Electric propagation modeling of Deep Brain Stimulation (DBS) using the finite element method (FEM)
CA Torres-Valencia, G Daza-Santacoloma, AA Orozco-Gutiérrez
2014 XIX Symposium on Image, Signal Processing and Artificial Vision, 1-5, 2014
32014
Deep brain stimulation modeling for several anatomical and electrical considerations
CA Torres-Valencia, G Daza-Santacoloma, MA Álvarez-López, ...
Iteckne 11 (2), 140-148, 2014
22014
Evaluation of the effects of speech enhancement algorithms on the detection of fundamental frequency of speech
N García, JC Vásquez-Correa, JF Várgas-Bonilla, JD Arias-Londono, ...
2014 XIX Symposium on Image, Signal Processing and Artificial Vision, 1-5, 2014
22014
Emotion assessment using adaptive learning-based relevance analysis
C Torres-Valencia, A Álvarez-Meza, A Orozco-Gutierrez
Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018
12018
Non-parametric source reconstruction via kernel temporal enhancement for eeg data
C Torres-Valencia, J Hernandez-Muriel, W González-Vanegas, ...
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2017
12017
Desarrollo de una metodología para el reconocimiento de emociones basado en un enfoque multimodal mediante la extracción y selección discriminante de características
CA Torres Valencia
Pereira: Universidad Tecnológica de Pereira, 2013
12013
Brain electrical activity discriminant analysis using Reproducing Kernel Hilbert spaces
CA Torres Valencia
Pereira: Universidad Tecnológica de Pereira, 2020
2020
Modelado y comportamiento de la simulación de propagación eléctrica durante la estimulación cerebral profunda
PA Alvarado, CAT Valencia, ÁÁO Gutiérrez, MAÁ López, ...
Dyna 83 (198), 49-58, 2016
2016
Facial expression analysis for emotion recognition using kernel methods and statistical models
HF García, CA Torres, JIM Hurtado
2014 XIX Symposium on Image, Signal Processing and Artificial Vision, 1-5, 2014
2014
Facial Landmarking Localization for Emotion Recognition Using Bayesian Shape Models
HF Garcia, AT Valencia, AA Orozco
emotion 3 (8), 9, 2013
2013
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Artículos 1–20