Álvaro A. Orozco

Relevant information undersampling to support imbalanced data classification

Keider Hoyos-Osorio, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma et al. · Neurocomputing · 2021 · 87 citations

Data Classification, Engineering, Machine Learning +8

SVM-based feature selection methods for emotion recognition from multimodal data

Cristian A. Torres-Valencia, Mauricio A. Álvarez, Álvaro A. Orozco · Journal on Multimodal User Interfaces · 2016 · 57 citations

Engineering, Machine Learning, Data Science +10

Comparative analysis of physiological signals and electroencephalogram (EEG) for multimodal emotion recognition using generative models

Cristian A. Torres-Valencia, Hernán Felipe García Arias, Mauricio A. Álvarez et al. · 2014 · 54 citations

Engineering, Machine Learning, Affective Design +23

Enhanced automatic twin support vector machine for imbalanced data classification

Cristian Alfonso Jimenez-Castaño, Andrés Marino Álvarez-Meza, Álvaro A. Orozco · Pattern Recognition · 2020 · 39 citations

Data Classification, Support Vector Machine, Classification Method +11

Gaussian process dynamical models for multimodal affect recognition

Hernán F. García, Mauricio A. Álvarez, Álvaro A. Orozco · 2016 · 35 citations

Multimodal Affect Recognition, Engineering, Machine Learning +18