Genaro Daza-Santacoloma

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 5

Top Topics

Deep Brain Stimulation

Subthalamic Nucleus

Locally Linear Embedding

Top Venues

Publications

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)
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)
Jorge Fernández, Angélica Rojas, Genaro Daza-Santacoloma, Diana Gómez, Andrés M. Álvarez, Álvaro Orozco
Student Desertion Prediction Using Kernel Relevance Analysis. IWAIPR (2018)
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)
Iván De La Pava, Viviana Gómez-Orozco, Mauricio A. Álvarez, Óscar A. Henao, Genaro Daza-Santacoloma, Álvaro Á. Orozco
A Gaussian Process Emulator for Estimating the Volume of Tissue Activated During Deep Brain Stimulation. IbPRIA (2015)
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)
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 (2013)
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)
Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez
Biomedical Data Analysis by Supervised Manifold Learning. EMBC (2012)
Genaro Daza-Santacoloma, Germán Castellanos-Domínguez, José C. Príncipe
Locally linear embedding based on correntropy measure for visualization and classification. Neurocomputing 80 (2012)
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) (2011)
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)
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)
Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
Regularization parameter choice in locally linear embedding. Neurocomputing 73 (10-12) (2010)
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)
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) (2009)
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)