Abstract: Imbalanced data affects a range of machine learning applications including bioengineering. Sampling is the most common approach to deal with imbalanced data. In this study, the effectiveness ...

Abstract: This article presents a comparative study of sampling methods within the FedHome framework, designed for personalized in-home health monitoring. FedHome leverages federated learning (FL) and ...

Thirteen months into President Donald Trump’s second term, a growing majority of Americans have soured on his handling of immigration, with 58 percent saying he has gone too far deporting undocumented ...