Jerónimo Hernández-González

Weak supervision and other non-standard classification problems: A taxonomy

Jerónimo Hernández-González, Iñaki Inza, José A. Lozano · Pattern Recognition Letters · 2015 · 83 citations

Natural Language Processing, Classification Method, Engineering +9

Learning Bayesian network classifiers from label proportions

Jerónimo Hernández-González, Iñaki Inza, José A. Lozano · Pattern Recognition · 2013 · 65 citations

Classification Method, Engineering, Machine Learning +9

Predicting ICU Mortality in Acute Respiratory Distress Syndrome Patients Using Machine Learning: The Predicting Outcome and STratifiCation of severity in ARDS (POSTCARDS) Study*

Jesús Villar, Jesús M. González‐Martín, Jerónimo Hernández-González et al. · Critical Care Medicine · 2023 · 60 citations · Full text

Fitting the data from embryo implantation prediction: Learning from label proportions

Jerónimo Hernández-González, Iñaki Inza, Lorena Crisol-Ortíz et al. · Statistical Methods in Medical Research · 2016 · 36 citations · Full text

Multiple Instance Learning, Engineering, Machine Learning +17

Learning to classify software defects from crowds: A novel approach

Jerónimo Hernández-González, Daniel Rodríguez, Iñaki Inza et al. · Applied Soft Computing · 2017 · 34 citations

Software Maintenance, Empirical Software Engineering Research, Engineering +15