Álvaro Ángel Orozco-Guitiérrez

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 18

Top Topics

Feature Selection

Kernel Canonical Correlation Analysis

Nearest Neighbor

Top Venues

Pattern Recognit. Lett.

Publications

Cristian Jimenez Castaño, A. Álvarez-Meza, David Cárdenas-Peña, Álvaro Ángel Orozco-Guitiérrez, J. Guerrero-Erazo
Kreĭn twin support vector machines for imbalanced data classification. Pattern Recognit. Lett. 182 (2024)
Walter Serna-Serna, Cyril de Bodt, Andrés Marino Álvarez-Meza, John A. Lee, Michel Verleysen, Álvaro Ángel Orozco-Guitiérrez
-SNE with multi-scale neighborhood preservation. Neurocomputing 550 (2023)
Maria Camila Maya-Piedrahita, Paula Marcela Herrera-Gómez, Laura Berrío-Mesa, David Augusto Cárdenas-Peña, Álvaro Ángel Orozco-Guitiérrez
Supported Diagnosis of Attention Deficit and Hyperactivity Disorder from EEG Based on Interpretable Kernels for Hidden Markov Models. Int. J. Neural Syst. 32 (3) (2022)
Viviana Gómez-Orozco, Cristian Blanco Martínez, David Augusto Cárdenas-Peña, Paula Marcela Herrera-Gómez, Álvaro Ángel Orozco-Guitiérrez
EEG representation approach based on Kernel Canonical Correlation Analysis highlighting discriminative patterns for BCI applications. EMBC (2021)
Jorge Fernández-Ramírez, A. Álvarez-Meza, E. M. Pereira, Álvaro Ángel Orozco-Guitiérrez, Germán Castellanos-Domínguez
Video-based social behavior recognition based on kernel relevance analysis. Vis. Comput. 36 (8) (2020)
Wilson González-Vanegas, Andres Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez
A Fast Reliability Analysis Approach for Colombian Natural Gas Subnetworks. WEA (2) (2018)
A. Valencia-Alzate, J. Castañeda-Gonzalez, J. Hoyos-Osorio, Genaro Daza-Santacoloma, Álvaro Ángel Orozco-Guitiérrez
Emotion Recognition with Ensemble Using mRMR-Based Feature Selection. CIARP (2018)
Julián Gil González, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez
Learning from multiple annotators using kernel alignment. Pattern Recognit. Lett. 116 (2018)
J. Castañeda-Gonzalez, A. Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez
An Enhanced Sequential Search Feature Selection Based on mRMR to Support FCD Localization. CIARP (2018)
Jorge Fernández-Ramírez, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez
Video-Based Human Action Recognition Using Kernel Relevance Analysis. ISVC (2018)
Cristian A. Torres-Valencia, Andres Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez
Emotion Assessment Using Adaptive Learning-Based Relevance Analysis. ICIAR (2018)
Wilson González-Vanegas, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez
Sparse Hilbert Embedding-Based Statistical Inference of Stochastic Ecological Systems. CIARP (2017)
Iván De La Pava, Andres Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez
Emotion Assessment by Variability-Based Ranking of Coherence Features from EEG. CIARP (2017)
Cristian A. Torres-Valencia, A. Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez
Emotion Assessment Based on Functional Connectivity Variability and Relevance Analysis. IWINAC (1) (2017)
Cristian A. Torres-Valencia, Mauricio A. Álvarez, Álvaro Ángel Orozco-Guitiérrez
SVM-based feature selection methods for emotion recognition from multimodal data. J. Multimodal User Interfaces 11 (1) (2017)
Roger Gomez Nieto, Andrés Marino Álvarez-Meza, Julián David Echeverry Correa, Álvaro Ángel Orozco-Guitiérrez
Automatic Localization of Deep Stimulation Electrodes Using Trajectory-based Segmentation Approach. CoRR (2017)
Iván De La Pava, Juan Mejía, Andres Álvarez-Meza, Mauricio A. Álvarez, Álvaro Ángel Orozco-Guitiérrez, Óscar A. Henao
A Hierarchical K-Nearest Neighbor Approach for Volume of Tissue Activated Estimation. CIARP (2016)
Cristian A. Torres-Valencia, J. A. Hernández-Muriel, Wilson González-Vanegas, Andres Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez, Mauricio A. Álvarez
Non-parametric Source Reconstruction via Kernel Temporal Enhancement for EEG Data. CIARP (2016)
Cristian A. Torres-Valencia, Mauricio A. Álvarez, Álvaro Ángel Orozco-Guitiérrez
Multiple-output support vector machine regression with feature selection for arousal/valence space emotion assessment. EMBC (2014)
Ruben-Dario Pinzon-Morales, Álvaro Ángel Orozco-Guitiérrez, Germán Castellanos-Domínguez
EEG seizure identification by using optimized wavelet decomposition. EMBC (2011)
Ruben-Dario Pinzon-Morales, Álvaro Ángel Orozco-Guitiérrez, César Germán Castellanos-Domínguez
Feature selection using an ensemble of optimal wavelet packet and learning machine: Application to MER signals. CSNDSP (2010)
Johanna Carvajal González, Milton Orlando Sarria Paja, Álvaro Ángel Orozco-Guitiérrez, Germán Castellanos-Domínguez
Reducción de espacios de entrenamiento de HMMS empleando DPCA. Rev. Avances en Sistemas Informática 5 (3) (2008)
Andrea Rodríguez-Sánchez, Edilson Delgado-Trejos, Álvaro Ángel Orozco-Guitiérrez, Germán Castellanos-Domínguez, Enrique Guijarro-Estellés
Nonlinear Dynamics Techniques for the Detection of the Brain Areas Using MER Signals. BMEI (2) (2008)