César García‐Osorio

Random Balance: Ensembles of variable priors classifiers for imbalanced data

José-Francisco Díez-Pastor, Juan J. Rodríguez, César García‐Osorio et al. · Knowledge-Based Systems · 2015 · 230 citations

Classification Method, Engineering, Machine Learning +11

Diversity techniques improve the performance of the best imbalance learning ensembles

José-Francisco Díez-Pastor, Juan J. Rodríguez, César García‐Osorio et al. · Information Sciences · 2015 · 195 citations

Classification Method, Engineering, Machine Learning +11

An empirical evaluation of deep learning for ICD-9 code assignment using MIMIC-III clinical notes

Jinmiao Huang, César García‐Osorio, Luke Sy · Computer Methods and Programs in Biomedicine · 2019 · 120 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +10

Democratic instance selection: A linear complexity instance selection algorithm based on classifier ensemble concepts

César García‐Osorio, Aida de Haro-García, Nicolás García‐Pedrajas · Artificial Intelligence · 2010 · 92 citations

Artificial Intelligence, Instance-based Learning, Multiple Instance Learning +13

Nonlinear Boosting Projections for Ensemble Construction

Nicolás García‐Pedrajas, César García‐Osorio, Colin Fyfe · Universidad de Córdoba Insitutional Repository (Universidad de Córdoba) · 2007 · 90 citations · Full text