Tag: oversampling

Researchers have developed FireMID, a firefly-inspired framework that combines feature selection and oversampling to improve DDoS attack detection on imbalanced ...

A new study in Financial Innovation compares generative and synthetic oversampling for rare-default prediction and introduces a tunable hybrid method ...

INSIGHT combines mixed-distance clustering, cluster-aware oversampling and interpretability analyses to improve fraud detection in two financial transaction datasets.

A new segmented data acquisition method called SOFFA improves magnetic resonance sensitivity five- to tenfold on standard instruments by filtering ...

Researchers have developed a geometry-aware oversampling method that uses neural density fields and meta-learning to generate synthetic minority-class samples adapted ...

Researchers at Yantai University have developed SSAO, an adaptive oversampling method that uses Gaussian mixture model clustering and minimum enclosing ...