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cs.LG2025
ScatterAD: Temporal-Topological Scattering Mechanism for Time Series Anomaly Detection
Tao Yin, Xiaohong Zhang, Shaochen Fu +5
One main challenge in time series anomaly detection for industrial IoT lies in the complex spatio-temporal couplings within multivariate data. However, traditional anomaly detectio…
cs.LG2023
Dual Latent State Learning: Exploiting Regional Network Similarities for QoS Prediction
Ziliang Wang, Xiaohong Zhang, Kechi Zhang +2
Individual objects, whether users or services, within a specific region often exhibit similar network states due to their shared origin from the same city or autonomous system (AS)…