Genaro Daza-Santacoloma

According to our database, Genaro Daza-Santacoloma authored at least 22 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Breast Cancer Tissue Classification from Multiple Annotators using Chained Deep Learning Approaches.

Andrés Felipe Valencia-Duque, David Augusto Cárdenas-Peña, Julián Gil González, Álvaro-Ángel Orozco-Gutiérrez, Genaro Daza-Santacoloma

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Efficient Lung Segmentation from Chest Radiographs using Transfer Learning and Lightweight Deep Architecture.

J. C. Rendón-Atehortúa, David Cárdenas-Peña, Genaro Daza-Santacoloma, Álvaro-Ángel Orozco-Gutiérrez, O. Jaramillo-Robledo

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2021

Relevant information undersampling to support imbalanced data classification.

J. Hoyos-Osorio, A. Álvarez-Meza, Genaro Daza-Santacoloma, Álvaro-Ángel Orozco-Gutierrez, Germán Castellanos-Domínguez

Neurocomputing, 2021

2018

Imbalanced Data Classification Using a Relevant Information-Based Sampling Approach.

Keider Hoyos, Jorge Fernández, Beatriz Martinez, Óscar Alberto Henao, Álvaro Orozco, Genaro Daza

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018

Student Desertion Prediction Using Kernel Relevance Analysis.

Jorge Fernández, Angélica Rojas, Genaro Daza-Santacoloma, Diana Gómez, Andrés M. Álvarez, Álvaro Orozco

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018

Emotion Recognition with Ensemble Using mRMR-Based Feature Selection.

A. Valencia-Alzate, J. Castañeda-Gonzalez, J. Hoyos-Osorio, Genaro Daza-Santacoloma, Álvaro Ángel Orozco-Guitiérrez

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

Clustering-Based Undersampling to Support Automatic Detection of Focal Cortical Dysplasias.

Keider Hoyos-Osorio, Andrés M. Álvarez, Álvaro Á. Orozco, Jorge I. Ríos, Genaro Daza-Santacoloma

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2015

A Gaussian Process Emulator for Estimating the Volume of Tissue Activated During Deep Brain Stimulation.

Iván De La Pava, Viviana Gómez-Orozco, Mauricio A. Álvarez, Óscar Alberto Henao, Genaro Daza-Santacoloma, Álvaro Á. Orozco

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014

A latent force model for describing electric propagation in deep brain stimulation: A simulation study.

Pablo A. Alvarado, Mauricio A. Álvarez, Genaro Daza-Santacoloma, Álvaro Orozco, Germán Castellanos-Domínguez

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Video analysis based on Multi-Kernel Representation with automatic parameter choice.

Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez

Neurocomputing, 2013

2012

Locally linear embedding based on correntropy measure for visualization and classification.

Genaro Daza-Santacoloma, Germán Castellanos-Domínguez, José C. Príncipe

Neurocomputing, 2012

Biomedical Data Analysis by Supervised Manifold Learning.

Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Human Activity Recognition by Class Label LLE.

Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

2011

Global and local choice of the number of nearest neighbors in locally linear embedding.

Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez

Pattern Recognit. Lett., 2011

Multiple Manifold Learning by Nonlinear Dimensionality Reduction.

Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, César Germán Castellanos-Domínguez

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

Image Synthesis Based on Manifold Learning.

Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez

Proceedings of the Computer Analysis of Images and Patterns, 2011

2010

Regularization parameter choice in locally linear embedding.

Genaro Daza-Santacoloma, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez

Neurocomputing, 2010

2009

Dynamic Feature Extraction: an Application to Voice Pathology Detection.

Genaro Daza-Santacoloma, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente, Nicolás Sáenz-Lechón, Víctor Osma-Ruiz, Germán Castellanos-Domínguez

Intell. Autom. Soft Comput., 2009

Automatic Choice of the Number of Nearest Neighbors in Locally Linear Embedding.

Juliana Valencia-Aguirre, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma, Germán Castellanos-Domínguez

Proceedings of the Progress in Pattern Recognition, 2009

2006

Feature Extraction & Lips Posture Detection Oriented to the Treatment of CLP Children.

Augusto Salazar, Genaro Daza-Santacoloma, Luis Sánchez, Flavio Prieto, Germán Castellanos-Domínguez, Colombia Quintero

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Acoustic Speech Analysis for Hypernasality Detection in Children.

Germán Castellanos-Domínguez, Genaro Daza, Luis Sánchez, Omar Castrillon, Julio F. Suarez

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Feature Selection in Pathology Detection using Hybrid Multidimensional Analysis.

Germán Castellanos-Domínguez, Edilson Delgado-Trejos, Genaro Daza, Luis G. Sanchez, Julio F. Suarez

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006