Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation

Steven C. Hespeler, Pablo Moriano, Mingyan Li +1

Evaluating anomaly detection in multivariate time series (MTS) requires careful consideration of temporal dependencies, particularly when detecting subsequence anomalies common in…