With the rapid development of complex aircraft, more accurate and reliable anomaly detection systems are needed to detect minor potential failures and assist engineers in formulating maintenance ...

Large Language Models for Forecasting and Anomaly Detection: A Systematic Literature Review: None: 24-03-21: FM: ... Non-stationary Time Series Forecasting via Entropy Analysis: None: 25-03-30: SFNN: ...

Edge AI enables edge devices to make intelligent decisions autonomously. One of its critical applications is time series anomaly detection (TSAD), which aims to identify irregular patterns in ...