Structured Frequency-Domain Evidence for LLM-Based Time-Series Anomaly Detection

Jungwook Seo, Sangwon Son, Minjeong Kim +3

Time-series anomalies can appear not only as pointwise deviations but also as changes in recurring temporal structure, such as shifted periodicity or localized oscillatory fluctuat…