Álvaro-Ángel Orozco-Gutierrez

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 17

Top Topics

Gaussian Process

Kernel Learning

Imbalanced Data Classification

Top Venues

Publications

Julián Gil González, Juan-José Giraldo, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez, Mauricio A. Álvarez
Correlated Chained Gaussian Processes for Datasets With Multiple Annotators. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Cristian Alfonso Jimenez Castaño, Andrés Marino Álvarez-Meza, Oscar David Aguirre-Ospina, David Augusto Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
Random Fourier Features-Based Deep Learning Improvement with Class Activation Interpretability for Nerve Structure Segmentation. Sensors 21 (22) (2021)
Julián Gil González, Álvaro-Ángel Orozco-Gutierrez, Andres Álvarez-Meza
Learning from multiple inconsistent and dependent annotators to support classification tasks. Neurocomputing 423 (2021)
J. S. Blandon, Álvaro-Ángel Orozco-Gutierrez, Andrés Marino Álvarez-Meza
An enhanced and interpretable feature representation approach to support shape classification from binary images. Pattern Recognit. Lett. 151 (2021)
J. Hoyos-Osorio, A. Álvarez-Meza, Genaro Daza-Santacoloma, Álvaro-Ángel Orozco-Gutierrez, Germán Castellanos-Domínguez
Relevant information undersampling to support imbalanced data classification. Neurocomputing 436 (2021)
Andrés F. Valencia-Duque, David Cárdenas-Peña, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez, Héctor F. Quintero-Riaza
Tdnn-Based Engine In-Cylinder Pressure Estimation from Shaft Velocity Spectral Representation. Sensors 21 (6) (2021)
Julián D. Pastrana-Cortes, Maria Camila Maya-Piedrahita, Paula Marcela Herrera-Gómez, David Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
Interpretable Diagnosis of ADHD Based on Wavelet Features and Logistic Regression. IWAIPR (2021)
Harold Mauricio Díaz-Vargas, Cristian Alfonso Jimenez Castaño, David Augusto Cárdenas-Peña, Oscar David Aguirre-Ospina, Álvaro-Ángel Orozco-Gutierrez
Peripheral Nerve Segmentation in Ultrasound Images Using Conditioned U-Net. IWAIPR (2021)
Luis Ariosto Serna Cardona, Hernán Darío Vargas Cardona, Piedad Navarro González, David Augusto Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
Classification of Categorical Data Based on the Chi-Square Dissimilarity and t-SNE. Comput. 8 (4) (2020)
S. Galindo-Noreña, David Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
CSP-based discriminative capacity index from EEG supporting ADHD diagnosis. EUSIPCO (2020)
Maria Camila Maya-Piedrahita, David Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez
Diagnosis of attention deficit and hyperactivity disorder (ADHD) using Hidden Markov Models. EUSIPCO (2020)
Cristian Jimenez Castaño, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez
Enhanced automatic twin support vector machine for imbalanced data classification. Pattern Recognit. 107 (2020)
Wilson González-Vanegas, Andrés Marino Álvarez-Meza, J. A. Hernández-Muriel, Álvaro-Ángel Orozco-Gutierrez
AKL-ABC: An Automatic Approximate Bayesian Computation Approach Based on Kernel Learning. Entropy 21 (10) (2019)
Jorge Fernández-Ramírez, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez, Julián David Echeverry Correa
Infinite Gaussian Fisher Vector to Support Video-Based Human Action Recognition. ISVC (2) (2019)
Cristian Jimenez, D. Diaz, D. Salazar, Andres Marino Alvarez, Álvaro-Ángel Orozco-Gutierrez, Óscar A. Henao
Nerve Structure Segmentation from Ultrasound Images Using Random Under-Sampling and an SVM Classifier. ICIAR (2018)
Wilson González-Vanegas, A. Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez
An Automatic Approximate Bayesian Computation Approach Using Metric Learning. CIARP (2018)
Walter Serna-Serna, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez
Volume Rendering by Stochastic Neighbor Embedding-Based 2D Transfer Function Building. CIARP (2017)