energy, and costs attributed to the dynamic nature of underwater environments. This paper proposes a KNN-based cost-efficient machine-learning algorithm aimed at optimizing underwater context acquisition with sensor nodes. By addressing existing localization...
Certifying the Fairness of KNN in the Presence of Dataset Bias 345 Algorithm 2: Subroutine abs same label(overN N, K, y). 1 Let S be a subset of overN N obtained by removing all y-labeled elements; 2 Let y = F req(S), and #y be the count of y -labeled elements in S; 3...