Hankel-structured Tensor Robust PCA for Multivariate Traffic Time Series Anomaly Detection

Xudong Wang, Luis Miranda-Moreno, Lijun Sun

Spatiotemporal traffic data (e.g., link speed/flow) collected from sensor networks can be organized as multivariate time series with additional spatial attributes. A crucial task i…