Author

Jiaqi Qiu

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Preprint Aug 2026

BREAD: Baseline-Referenced Explanations for Anomaly Diagnosis

Artificial Intelligence (AI)-based prospective anomaly detection methods are increasingly deployed in high-dimensional and nonlinear settings. Among these approaches, AI-based statistical process monitoring (SPM) is widely used, providing a structured framework for prospective monitoring. Once an anomaly is detected, a...

Jiaqi Qiu, R. Goedhart, Jannis Kurtz et al. · 0 citations