Jin-Bo Li

AXIS: Explainable Time Series Anomaly Detection with Large Language Models

2025 · arXiv (Cornell University)

Time-series anomaly detection (TSAD) increasingly demands explanations that articulate not only if an anomaly occurred, but also what pattern it exhibits and why it is anomalous. Leveraging the impressive explanatory capabilities of Large Language Models …