2026
Graph Neural Networks for Cancer Driver Gene Prediction: From Fundamentals to Applications.
Renan Soares de Andrades, M. Recamonde-Mendoza
· Methods in molecular biology · 0 citations
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Open access
Jul 2026
The Impact of Model Selection Metrics during Hyperparameter Tuning on Algorithmic Fairness: An Empirical Study
The growing use of machine learning in high-stakes domains raises concerns about fairness. The role of optimization metrics in shaping these outcomes remains underexplored. Using a controlled setup, this study investigates how seven performance metrics used for hyperparameter tuning and model selection affect fairness...
Bianca Matos de Barros, Diego Dimer Rodrigues, G. Oliveira et al.
· Anais do LIII Seminário Inte... · 0 citations