| Relevant information undersampling to support imbalanced data classification J Hoyos-Osorio, A Alvarez-Meza, G Daza-Santacoloma, ... Neurocomputing 436, 136-146, 2021 | 65 | 2021 |
| SVM-based feature selection methods for emotion recognition from multimodal data C Torres-Valencia, M Álvarez-López, Á Orozco-Gutiérrez Journal on Multimodal User Interfaces 11, 9-23, 2017 | 65 | 2017 |
| Comparative analysis of physiological signals and electroencephalogram (EEG) for multimodal emotion recognition using generative models CA Torres-Valencia, HF Garcia-Arias, MAA Lopez, AA Orozco-Gutiérrez 2014 XIX Symposium on Image, Signal Processing and Artificial Vision, 1-5, 2014 | 61 | 2014 |
| Detection and Quantification of Xanthomonas albilineans by qPCR and Potential Characterization of Sugarcane Resistance to Leaf Scald FF Garces, A Gutierrez, JW Hoy Plant Disease 98 (1), 121-126, 2014 | 43 | 2014 |
| Feature selection for multimodal emotion recognition in the arousal-valence space CA Torres, ÁA Orozco, MA Álvarez 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 41 | 2013 |
| Enhanced automatic twin support vector machine for imbalanced data classification C Jimenez-Castano, A Alvarez-Meza, A Orozco-Gutierrez Pattern recognition 107, 107442, 2020 | 40 | 2020 |
| Gaussian process dynamical models for multimodal affect recognition HF García, MA Álvarez, ÁÁ Orozco 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 31 | 2016 |
| Automatismos industriales ÁÁO Gutiérrez, CG Lemus, MH Londoño Universidad Tecnológica de Pereira, 2008 | 26 | 2008 |
| A data-driven measure of effective connectivity based on Renyi's α-entropy I De La Pava Panche, AM Alvarez-Meza, A Orozco-Gutierrez Frontiers in neuroscience 13, 1277, 2019 | 25 | 2019 |
| Kernel-based relevance analysis with enhanced interpretability for detection of brain activity patterns AM Alvarez-Meza, A Orozco-Gutierrez, G Castellanos-Dominguez Frontiers in neuroscience 11, 550, 2017 | 24 | 2017 |
| STN area detection using K-NN classifiers for MER recordings in Parkinson patients during neurostimulator implant surgery L Schiaffino, AR Muñoz, JG Martínez, JF Villora, A Gutiérrez, IM Torres Journal of Physics: Conference Series 705 (1), 012050, 2016 | 23 | 2016 |
| Análisis de la densidad espectral de potencia en registros mer JD Echeverry, CG Lemus, ÁÁ Orozco Scientia et technica 1 (35), 2007 | 22 | 2007 |
| Learning from multiple annotators using kernel alignment J Gil-Gonzalez, A Alvarez-Meza, A Orozco-Gutierrez Pattern Recognition Letters 116, 150-156, 2018 | 19 | 2018 |
| Resistencia a la compresión de adoquines de hormigón. Resultados tendientes a validar el ensayo en medio adoquín P Vila, MN Pereyra, Á Gutiérrez Revista ALCONPAT 7 (3), 247-261, 2017 | 19 | 2017 |
| Automatic identification of various nuclei in the basal ganglia for Parkinson's disease neurosurgery RD Pinzon-Morales, M Garces-Arboleda, AA Orozco-Gutierrez 2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009 | 19 | 2009 |
| Random fourier features-based deep learning improvement with class activation interpretability for nerve structure segmentation CA Jimenez-Castaño, AM Álvarez-Meza, OD Aguirre-Ospina, ... Sensors 21 (22), 7741, 2021 | 18 | 2021 |
| Classification of categorical data based on the chi-square dissimilarity and t-sne LAS Cardona, HD Vargas-Cardona, P Navarro González, ... Computation 8 (4), 104, 2020 | 18 | 2020 |
| Automatic segmentation of nerve structures in ultrasound images using Graph Cuts and Gaussian processes JG González, MA Alvarez, AA Orozco 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 18 | 2015 |
| Bearing health monitoring using relief-F-based feature relevance analysis and HMM JA Hernández-Muriel, JB Bermeo-Ulloa, M Holguin-Londoño, ... Applied Sciences 10 (15), 5170, 2020 | 17 | 2020 |
| Evaluation of Resistance to Leaf Scald by Quantitative PCR of Xanthomonas albilineans in Sugarcane A Gutierrez, FF Garces, JW Hoy Plant disease 100 (7), 1331-1338, 2016 | 17 | 2016 |
Mauricio A. ÁlvarezUniversity of ManchesterVerified email at manchester.ac.uk
Andres Marino Alvarez-MezaUniversidad Nacional de Colombia sede ManizalesVerified email at unal.edu.co
G. Castellanos-DominguezUniversidad Nacional de ColombiaVerified email at unal.edu.co
Julian David Echeverry-CorreaElectrical Engineering, Universidad Tecnológica de Pereira, Pereira, ColombiaVerified email at utp.edu.co
Genaro Daza-SantacolomaUniversidad Tecnológica de PereiraVerified email at utp.edu.co
Cristian Alejandro Torres ValenciaPontificia Universidad Javeriana CaliVerified email at javerianacali.edu.co
Julian Gil GonzalezUniversidad Tecnológica de PereiraVerified email at utp.edu.co
Cristian Guarnizo LemusInstituto Tecnológico MetropolitanoVerified email at itm.edu.co
Ruben-Dario Pinzon-MoralesDepartment of Computer Science, Chubu UniversityVerified email at ieee.org
Edilson Delgado-TrejosInstituto Tecnológico Metropolitano -ITMVerified email at itm.edu.co
Andrés F. López-LoperaUniversité Polytechnique Hauts-de-FranceVerified email at utp.edu.co
