João Santos

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

Miriam Seoane Santos, Pedro Henriques Abreu, Hélder Araújo et al. · IEEE Computational Intelligence Magazine · 2018 · 402 citations

Computing, Data Science, Data Analytics +16

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 · 93 citations

Social Sciences, Data Science, Data Analytics +12

How distance metrics influence missing data imputation with k-nearest neighbours

Miriam Seoane Santos, Pedro Henriques Abreu, Szymon Wilk et al. · Pattern Recognition Letters · 2020 · 63 citations

Computing, Biostatistics, Computer Science +16

The casein kinase 1α gene of <i>Drosophila melanogaster</i> is developmentally regulated and the kinase activity of the protein induced by DNA damage

João Santos, Elsa Logarinho, Claudio Tapia et al. · Journal of Cell Science · 1996 · 58 citations

Life Sciences, Developmental Biology, Molecular Biology +11

Magnetic mesoporous silica nanoparticles as a theranostic approach for breast cancer: Loading and release of the poorly soluble drug exemestane

Marta S. Laranjeira, Tiago P. Ribeiro, Ana Magalhães et al. · International Journal of Pharmaceutics · 2022 · 37 citations

Pharmacy, Biomedical Engineering, Materials Science +17