Hyeongwon Kang

Detecting the Undetectable: Enhancing Unsupervised time series Anomaly Detection via Active Learning

Seung Hun Han, Hyeongwon Kang, Jinwoo Park, Pilsung Kang

Despite the increasing sophistication of industrial AI systems, the ability to reliably detect subtle and noisy anomalies in complex time series data remains a critical yet unresolved challenge. In large-scale industrial applications, labeling time series data is often prohibitiv…Read more