78 citations · 109 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 78 cited
Selecting the suitable resampling strategy for imbalanced data classification regarding dataset properties
Mohamed S. Kraiem, Fernando Sánchez-Hernández, María N. Moreno-García
In many application domains such as medicine, information retrieval, cybersecurity, social media, etc., datasets used for inducing classification models often have an unequal distr…
cs.LG2020★ 31 cited
Predictive Modeling of ICU Healthcare-Associated Infections from Imbalanced Data. Using Ensembles and a Clustering-Based Undersampling Approach
Fernando Sánchez-Hernández, Juan Carlos Ballesteros-Herráez, Mohamed S. Kraiem +2
Early detection of patients vulnerable to infections acquired in the hospital environment is a challenge in current health systems given the impact that such infections have on pat…