Genaro Daza-Santacoloma

20 papers C 5Misc 1Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Electrical Activation Analysis of Cortical Brain Areas in Response to Visual Stimuli: An Application in Advertising.
SN Comput. Sci.
Víctor Ortiz Bravo, Genaro Daza-Santacoloma, Julián D. Echeverry-Correa
2024 — conf
Breast Cancer Tissue Classification from Multiple Annotators using Chained Deep Learning Approaches.
EMBC
Andrés Felipe Valencia-Duque, David Augusto Cárdenas-Peña, Julián Gil González, Álvaro-Ángel Orozco-Gutiérrez, Genaro Daza-Santacoloma
2024 — conf
Efficient Lung Segmentation from Chest Radiographs using Transfer Learning and Lightweight Deep Architecture.
EMBC
J. C. Rendón-Atehortúa, David Cárdenas-Peña, Genaro Daza-Santacoloma, Álvaro-Ángel Orozco-Gutiérrez, O. Jaramillo-Robledo
2021 J jnl
Relevant information undersampling to support imbalanced data classification.
Neurocomputing
J. Hoyos-Osorio, A. Álvarez-Meza, Genaro Daza-Santacoloma, Álvaro-Ángel Orozco-Gutierrez, Germán Castellanos-Domínguez
2018 C conf
Emotion Recognition with Ensemble Using mRMR-Based Feature Selection.
CIARP
A. Valencia-Alzate, J. Castañeda-Gonzalez, J. Hoyos-Osorio, Genaro Daza-Santacoloma, Álvaro Ángel Orozco-Guitiérrez
2018 — conf
Student Desertion Prediction Using Kernel Relevance Analysis.
IWAIPR
Jorge Fernández, Angélica Rojas, Genaro Daza-Santacoloma, Diana Gómez, Andrés M. Álvarez, Álvaro Orozco
2017 C conf
Clustering-Based Undersampling to Support Automatic Detection of Focal Cortical Dysplasias.
CIARP
Keider Hoyos-Osorio, Andrés M. Álvarez, Álvaro Á. Orozco, Jorge I. Ríos, Genaro Daza-Santacoloma
2015 Misc conf
A Gaussian Process Emulator for Estimating the Volume of Tissue Activated During Deep Brain Stimulation.
IbPRIA
Iván De La Pava, Viviana Gómez-Orozco, Mauricio A. Álvarez, Óscar Alberto Henao, Genaro Daza-Santacoloma, Álvaro Á. Orozco
2014 — conf
A latent force model for describing electric propagation in deep brain stimulation: A simulation study.
EMBC
Pablo A. Alvarado, Mauricio A. Álvarez, Genaro Daza-Santacoloma, Álvaro Orozco, Germán Castellanos-Domínguez
2013 J jnl
Video analysis based on Multi-Kernel Representation with automatic parameter choice.
Neurocomputing
Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2012 — conf
Biomedical Data Analysis by Supervised Manifold Learning.
EMBC
Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez
2012 C conf
Human Activity Recognition by Class Label LLE.
CIARP
Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2012 J jnl
Locally linear embedding based on correntropy measure for visualization and classification.
Neurocomputing
Genaro Daza-Santacoloma, Germán Castellanos-Domínguez, José C. Príncipe
2011 J jnl
Global and local choice of the number of nearest neighbors in locally linear embedding.
Pattern Recognit. Lett.
Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez
2011 — conf
Image Synthesis Based on Manifold Learning.
CAIP (2)
Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2011 C conf
Multiple Manifold Learning by Nonlinear Dimensionality Reduction.
CIARP
Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, César Germán Castellanos-Domínguez
2010 J jnl
Regularization parameter choice in locally linear embedding.
Neurocomputing
Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez
2009 C conf
Automatic Choice of the Number of Nearest Neighbors in Locally Linear Embedding.
CIARP
Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez
2009 J jnl
Dynamic Feature Extraction: an Application to Voice Pathology Detection.
Intell. Autom. Soft Comput.
Genaro Daza-Santacoloma, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Germán Castellanos-Domínguez
2006 — conf
Feature Extraction & Lips Posture Detection Oriented to the Treatment of CLP Children.
EMBC
Augusto Salazar, Genaro Daza-Santacoloma, Luis Sánchez, Flavio Prieto, Germán Castellanos-Domínguez, Colombia Quintero