Effectiveness of Basic and Advanced Sampling Strategies on the Classification of Imbalanced Data. A Comparative Study Using Classical and Novel Metrics. - Mohamed S. Kraiem; María N. Moreno (HAIS, 2017)

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; Mercedes Sánchez Barba; María N. Moreno García (CoRR, 2020)

Selecting the suitable resampling strategy for imbalanced data classification regarding dataset properties. - Mohamed S. Kraiem; Fernando Sánchez Hernández; María N. Moreno García (CoRR, 2022)