Driving Fatigue Detection Using Active Shape Models. - Hernán García; Augusto Salazar; Damián Alvarez; Álvaro Orozco (ISVC (3), 2010)

Statistical Models for Emotion Recognition using Facial Expression Analisys. - Hernán García; Augusto Salazar; Álvaro Orozco (ICINCO (1), 2012)

Dynamic physiological signal analysis based on Fisher kernels for emotion recognition. - Hernán F. García; Álvaro Á. Orozco; Mauricio A. Álvarez (EMBC, 2013)

Gaussian Process Dynamical Models for Emotion Recognition. - Hernán F. García; Mauricio A. Álvarez; Álvaro Orozco (ISVC (2), 2014)

Bayesian Shape Models with Shape Priors for MRI Brain Segmentation. - Hernán F. García; Mauricio A. Álvarez; Álvaro Orozco (ISVC (2), 2014)

Discriminative Training for Convolved Multiple-Output Gaussian Processes. - Sebastián Gómez-González; Mauricio A. Álvarez; Hernán F. García; Jorge I. Ríos; Álvaro Á. Orozco (CIARP, 2015)

Peripheral Nerve Segmentation Using Speckle Removal and Bayesian Shape Models. - Hernán F. García; Juan J. Giraldo; Mauricio A. Álvarez; Álvaro Á. Orozco; Diego Salazar (IbPRIA, 2015)

Groupwise Shape Correspondences on 3D Brain Structures Using Probabilistic Latent Variable Models. - Hernán F. García; Mauricio A. Álvarez; Álvaro Orozco (ISVC (1), 2015)

NEURONAV: A Tool for Image-Guided Surgery - Application to Parkinson's Disease. - José Bestier Padilla; Ramiro Arango; Hernán F. García; Hernán Darío Vargas Cardona; Álvaro Á. Orozco; Mauricio A. Álvarez; Enrique Guijarro-Estellés (ISVC (1), 2015)

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)

Bayesian Optimization for Fitting 3D Morphable Models of Brain Structures. - Hernán F. García; Mauricio A. Álvarez; Álvaro Á. Orozco (CIARP, 2016)

A Kernel-Based Approach for DBS Parameter Estimation. - Viviana Gómez-Orozco; Jhon F. Cuellar-Fierro; Hernán F. García; Andrés Álvarez; Mauricio A. Álvarez; Álvaro Orozco; Óscar Alberto Henao (CIARP, 2016)

Gaussian process dynamical models for multimodal affect recognition. - Hernán F. García; Mauricio A. Álvarez; Álvaro Á. Orozco (EMBC, 2016)

3D Probabilistic Morphable Models for Brain Tumor Segmentation. - David A. Jimenez; Hernán F. García; Andrés M. Álvarez; Álvaro Á. Orozco (CIARP, 2017)

Dynamic Sign Language Recognition Using Gaussian Process Dynamical Models. - Juan P. Velasquez; Hernán F. García; Jorge I. Marin-Hurtado (IWINAC (2), 2017)

Dynamic facial landmarking selection for emotion recognition using Gaussian processes. - Hernán F. García; Mauricio A. Álvarez; Álvaro Á. Orozco (J. Multimodal User Interfaces, 2017)

Enhanced Graph Cuts for Brain Tumor Segmentation Using Bayesian Optimization. - Mauricio Castaño; Hernán F. García; Gloria L. Porras-Hurtado; Álvaro Á. Orozco; Jorge I. Marin-Hurtado (CIARP, 2018)

A Kernelized Morphable Model for 3D Brain Tumor Analysis. - David A. Jimenez; Hernán F. García; Andrés M. Álvarez; Álvaro Ángel Orozco; Germán Holguín (ICIAR, 2018)

Nonlinear Probabilistic Latent Variable Models for Groupwise Correspondence Analysis in Brain Structures. - Hernán F. García; Álvaro Ángel Orozco; Mauricio A. Álvarez (MLSP, 2018)

Dynamic Network Analysis of Spatio- Temporal Crime Incidents in Bogotá - Colombia. - Juan Moreno 003; Hernán García; Sebastián Quintero; Johan García 002; Alvaro Riascos; Mateo Dulce Rubio (BESC, 2021)

Brain Shape Correspondence Analysis Using Functional Maps. - Jonnatan Arias-Garcia; Hernán F. García; Álvaro Á. Orozco; Gloria L. Porras-Hurtado; David Cárdenas-Peña; Jorge Iván Ríos Patiño (ISVC (2), 2022)

Brain Shape Correspondence Analysis Using Variational Mixtures for Gaussian Process Latent Variable Models. - Juan P. V. Minoli; Álvaro Ángel Orozco; Gloria L. Porras-Hurtado; Hernán F. García (IWINAC (1), 2022)

Spatio Temporal Sparsity in Homicide Prediction Models. - Alvaro J. Riascos Villegas; Juan S. Moreno Pabón; Mateo Dulce Rubio; Sebastián Quintero; Johan García Vargas; Hernán García (IEEE Access, 2022)

Influencer Detection with Dynamic Graph Neural Networks. - Elena Tiukhova; Emiliano Penaloza; María Óskarsdóttir; Hernán García; Alejandro Correa Bahnsen; Bart Baesens; Monique Snoeck; Cristián Bravo (CoRR, 2022)

Bayesian Iterative Closest Point for Shape Analysis of Brain Structures. - Mauricio Castaño; Hernán F. García; Álvaro Á. Orozco; Gloria L. Porras-Hurtado; David Augusto Cárdenas-Peña (ICPRAM, 2023)

Probabilistic Correspondence Analysis in Pediatric Health by Using Variational Mixture Models. - Hernán F. García; Gloria Liliana Porras-Hurtado; Augusto E. Salazar-Jimenez; Eliana M. Vasquez Osorio; Mauricio A. Álvarez (EMBC, 2024)

Unsupervised Anomaly Detection by Learning Elastic Transformations Within an Autoencoder Approach. - Andrés Jiménez-García; Hernán F. García; David Augusto Cárdenas-Peña; W. Cárdenas-Bedoya; Gloria Liliana Porras-Hurtado; Álvaro Ángel Orozco-Guitérrez (EMBC, 2024)

Biogeographic Ancestry Analysis of Microtia Patients in Colombia using Nonlinear Probabilistic Clustering. - Javier A. Sierra-Pineda; Hernán F. García; Gloria Liliana Porras-Hurtado; Álvaro-Ángel Orozco-Gutiérrez; David Augusto Cárdenas-Peña; Daniela V. Luquetti (EMBC, 2024)