Álvaro Orozco

Publication Activity (10 Years)

Years Active: 2008-2018
Publications (10 Years): 14

Top Topics

Brain Tumor Segmentation

Imbalanced Data Classification

Subthalamic Nucleus

Top Venues

Publications

Keider Hoyos, Jorge Fernández, Beatriz Martinez, Óscar A. Henao, Álvaro Orozco, Genaro Daza
Imbalanced Data Classification Using a Relevant Information-Based Sampling Approach. IWAIPR (2018)
Cristian Jimenez, Andrés Marino Álvarez-Meza, Álvaro Orozco
A Data Representation Approach to Support Imbalanced Data Classification Based on TWSVM. CIARP (2018)
Iván De La Pava, A. Álvarez-Meza, Paula Herrera, Germán Castellanos-Domínguez, Álvaro Orozco
Gender Effects on an EEG-Based Emotion Level Classification System. CIARP (2018)
Cristhian K. Valencia, Andrés M. Álvarez, Edgar A. Valencia, Mauricio A. Álvarez, Álvaro Orozco
Information Potential Variability for Hyperparameter Selection in the MMD Distance. CIARP (2018)
Jorge Fernández, Andrés M. Álvarez, H. Quintero, Julián David Echeverry, Álvaro Orozco
Multilayer-Based HMM Training to Support Bearing Fault Diagnosis. IWAIPR (2018)
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Orozco
Multi-task learning for subthalamic nucleus identification in deep brain stimulation. Int. J. Mach. Learn. Cybern. 9 (7) (2018)
Viviana Gómez-Orozco, A. Álvarez-Meza, Paula Herrera, Germán Castellanos-Domínguez, Álvaro Orozco
Short Time EEG Connectivity Features to Support Interpretability of MI Discrimination. CIARP (2018)
C. Ramirez, Viviana Gómez-Orozco, Iván De La Pava, Andrés Marino Álvarez-Meza, Julián David Echeverry, Jorge I. Ríos, Álvaro Orozco
An Automatic Brain Tumor Segmentation Approach Based on Affinity Clustering. CIARP (2018)
J. S. Blandon, Cristhian K. Valencia, Andrés M. Álvarez, Julián David Echeverry, Mauricio A. Álvarez, Álvaro Orozco
Shape Classification Using Hilbert Space Embeddings and Kernel Adaptive Filtering. ICIAR (2018)
Jorge Fernández, Angélica Rojas, Genaro Daza-Santacoloma, Diana Gómez, Andrés M. Álvarez, Álvaro Orozco
Student Desertion Prediction Using Kernel Relevance Analysis. IWAIPR (2018)
J. S. Blandon, Andrés Marino Álvarez-Meza, Álvaro Orozco
A DTW-Based Representation to Support Static Sign Language Recognition from Binary Images. CIARP (2018)
Viviana Gómez-Orozco, J. Cuellar, Hernán F. García, Andrés Álvarez, Mauricio A. Álvarez, Álvaro Orozco, Óscar A. Henao
A Kernel-Based Approach for DBS Parameter Estimation. CIARP (2016)
Hernán F. García, Mauricio A. Álvarez, Álvaro Orozco
Groupwise Shape Correspondences on 3D Brain Structures Using Probabilistic Latent Variable Models. ISVC (1) (2015)
Cristian A. Torres-Valencia, Hernán F. García, Germán A. Holguín, Mauricio A. Álvarez, Álvaro Orozco
Dynamic Hand Gesture Recognition Using Generalized Time Warping and Deep Belief Networks. ISVC (2) (2015)
Hernán Darío Vargas Cardona, Álvaro Orozco, Mauricio A. Álvarez
Automatic Recognition of Microcalcifications in Mammography Images through Fractal Texture Analysis. ISVC (2) (2014)
Hernán F. García, Mauricio A. Álvarez, Álvaro Orozco
Bayesian Shape Models with Shape Priors for MRI Brain Segmentation. ISVC (2) (2014)
Hernán F. García, Mauricio A. Álvarez, Álvaro Orozco
Gaussian Process Dynamical Models for Emotion Recognition. ISVC (2) (2014)
Pablo A. Alvarado, Mauricio A. Álvarez, Genaro Daza-Santacoloma, Álvaro Orozco, Germán Castellanos-Domínguez
A latent force model for describing electric propagation in deep brain stimulation: A simulation study. EMBC (2014)
Hernán García, Augusto Salazar, Álvaro Orozco
Statistical Models for Emotion Recognition using Facial Expression Analisys. ICINCO (1) (2012)
Juan Sebastian Hurtado Jaramillo, Diego Luis Guarín, Álvaro Orozco
Complex networks: Application to pathology detection in voice signals. EMBC (2012)
Diego Luis Guarín, Edilson Delgado-Trejos, Álvaro Orozco
Testing for nonlinearity in non-stationary physiological time series. EMBC (2011)
Damián Alvarez, Álvaro Orozco, Augusto Salazar
Model-based Feature Extraction for Assessment of Driver-related Fatigue. ICINCO (1) (2010)
Hernán García, Augusto Salazar, Damián Alvarez, Álvaro Orozco
Driving Fatigue Detection Using Active Shape Models. ISVC (3) (2010)
Cristian Guarnizo, Álvaro Orozco, Germán Castellanos-Domínguez
Microelectrode Signals Segmentation Using Stationary Wavelet Transform. BMEI (2) (2008)