Pedro Henriques Abreu

Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches [Research Frontier]

Miriam Seoane Santos, J. Soares, Pedro Henriques Abreu et al. · IEEE Computational Intelligence Magazine · 2018 · 392 citations

Engineering, Machine Learning, Classification Method +16

A new cluster-based oversampling method for improving survival prediction of hepatocellular carcinoma patients

Miriam Seoane Santos, Pedro Henriques Abreu, Pedro J. García-Laencina et al. · Journal of Biomedical Informatics · 2015 · 205 citations

Survival Prediction, Hepatology, Hepatocellular Carcinoma Patients +8

Missing data imputation on the 5-year survival prediction of breast cancer patients with unknown discrete values

Pedro J. García-Laencina, Pedro Henriques Abreu, Miguel Henriques Abreu et al. · Computers in Biology and Medicine · 2015 · 157 citations

Cancer Epidemiology, Breast Cancer Patients, Data Imputation +8

A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences

Mara Graziani, Lidia Dutkiewicz, Davide Calvaresi et al. · Artificial Intelligence Review · 2022 · 104 citations · Full text

A unifying view of class overlap and imbalance: Key concepts, multi-view panorama, and open avenues for research

Miriam Seoane Santos, Pedro Henriques Abreu, Nathalie Japkowicz et al. · Information Fusion · 2022 · 84 citations

Class Analysis, Social Identity, Class Imbalance +13