2 papers
cs.LG2026
Contextual and Seasonal LSTMs for Time Series Anomaly Detection
Lingpei Zhang, Qingming Li, Yong Yang +4
Univariate time series (UTS), where each timestamp records a single variable, serve as crucial indicators in web systems and cloud servers. Anomaly detection in UTS plays an essent…
cs.LG2025
Airport Passenger Flow Forecasting via Deformable Temporal-Spectral Transformer Approach
Wenbo Du, Lingling Han, Ying Xiong +4
Accurate forecasting of passenger flows is critical for maintaining the efficiency and resilience of airport operations. Recent advances in patch-based Transformer models have show…