Labels Matter More Than Models: Quantifying the Benefit of Supervised Time Series Anomaly Detection

This research challenges the dominance of complex unsupervised architectures by demonstrating that lightweight supervised models with minimal labels can sign...

Level: advanced

By Zhijie Zhong, Zhiwen Yu, Kaixiang Yang, C. L. Philip Chen

Category: research