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Journal Articles
- 2021
[j6]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: 136-146 (2021)- 2013
- [j5]Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Video analysis based on Multi-Kernel Representation with automatic parameter choice. Neurocomputing 100: 117-126 (2013) - 2012
- [j4]Genaro Daza-Santacoloma, Germán Castellanos-Domínguez, José C. Príncipe:
Locally linear embedding based on correntropy measure for visualization and classification. Neurocomputing 80: 19-30 (2012) - 2011
- [j3]Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez:
Global and local choice of the number of nearest neighbors in locally linear embedding. Pattern Recognit. Lett. 32(16): 2171-2177 (2011) - 2010
- [j2]Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Regularization parameter choice in locally linear embedding. Neurocomputing 73(10-12): 1595-1605 (2010) - 2009
- [j1]Genaro Daza-Santacoloma, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Germán Castellanos-Domínguez:
Dynamic Feature Extraction: an Application to Voice Pathology Detection. Intell. Autom. Soft Comput. 15(4): 667-682 (2009)
Conference and Workshop Papers
- 2018
- [c14]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: 837-845 - [c13]Jorge Fernández, Angélica Rojas, Genaro Daza-Santacoloma, Diana Gómez, Andrés M. Álvarez, Álvaro Orozco:
Student Desertion Prediction Using Kernel Relevance Analysis. IWAIPR 2018: 263-270 - [c12]Keider Hoyos, Jorge Fernández, Beatriz Martinez, Óscar Alberto Henao, Álvaro Orozco, Genaro Daza:
Imbalanced Data Classification Using a Relevant Information-Based Sampling Approach. IWAIPR 2018: 280-287 - 2017
- [c11]Keider Hoyos-Osorio, Andrés M. Álvarez, Álvaro Á. Orozco, Jorge I. Ríos, Genaro Daza-Santacoloma:
Clustering-Based Undersampling to Support Automatic Detection of Focal Cortical Dysplasias. CIARP 2017: 298-305 - 2015
- [c10]Iván De La Pava, Viviana Gómez-Orozco, Mauricio A. Álvarez, Óscar Alberto Henao, Genaro Daza-Santacoloma, Álvaro Á. Orozco:
A Gaussian Process Emulator for Estimating the Volume of Tissue Activated During Deep Brain Stimulation. IbPRIA 2015: 691-699 - 2014
- [c9]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: 2617-2620 - 2012
- [c8]Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Human Activity Recognition by Class Label LLE. CIARP 2012: 260-267 - [c7]Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez:
Biomedical Data Analysis by Supervised Manifold Learning. EMBC 2012: 41-44 - 2011
- [c6]Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez:
Image Synthesis Based on Manifold Learning. CAIP (2) 2011: 405-412 - [c5]Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, César Germán Castellanos-Domínguez:
Multiple Manifold Learning by Nonlinear Dimensionality Reduction. CIARP 2011: 206-213 - 2009
- [c4]Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez:
Automatic Choice of the Number of Nearest Neighbors in Locally Linear Embedding. CIARP 2009: 77-84 - 2006
- [c3]Germán Castellanos-Domínguez, Edilson Delgado-Trejos, Genaro Daza, Luis G. Sanchez, Julio F. Suarez:
Feature Selection in Pathology Detection using Hybrid Multidimensional Analysis. EMBC 2006: 5503-5506 - [c2]Germán Castellanos-Domínguez, Genaro Daza, Luis Sánchez, Omar Castrillon, Julio F. Suarez:
Acoustic Speech Analysis for Hypernasality Detection in Children. EMBC 2006: 5507-5510 - [c1]Augusto Salazar, Genaro Daza-Santacoloma, Luis Sánchez, Flavio Prieto, Germán Castellanos-Domínguez, Colombia Quintero:
Feature Extraction & Lips Posture Detection Oriented to the Treatment of CLP Children. EMBC 2006: 5747-5750
Coauthor Index
aka: César Germán Castellanos-Domínguez
aka: Álvaro Ángel Orozco-Guitiérrez
aka: Álvaro Á. Orozco
aka: Álvaro Orozco
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