Genaro Daza-Santacoloma

20 papers C 5Misc 1Journal 7Unranked 7

Year	Rank	Type	Title / 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