Genaro Daza-Santacoloma

Relevant information undersampling to support imbalanced data classification

Keider Hoyos-Osorio, Andrés Marino Álvarez-Meza, Genaro Daza-Santacoloma et al. · Neurocomputing · 2021 · 87 citations

Data Classification, Engineering, Machine Learning +8

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

Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma et al. · Pattern Recognition Letters · 2011 · 44 citations

Engineering, Graph Theory, Machine Learning +9

Dynamic Feature Extraction: an Application to Voice Pathology Detection

Genaro Daza-Santacoloma, Julián D. Arias-Londoño, Juan Ignacio Godino-Llorente et al. · Intelligent Automation & Soft Computing · 2013 · 43 citations

Engineering, Machine Learning, Biometrics +24

Regularization parameter choice in locally linear embedding

Genaro Daza-Santacoloma, Carlos Medina, G. Castellanos-Domínguez · Neurocomputing · 2010 · 25 citations

Engineering, Machine Learning, Manifold Learning +5

Locally linear embedding based on correntropy measure for visualization and classification

Genaro Daza-Santacoloma, G. Castellanos-Domínguez, José C. Prı́ncipe · Neurocomputing · 2011 · 21 citations

Image Analysis, Machine Vision, Machine Learning +11