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cs.LG2026
BREAD: Baseline-Referenced Explanations for Anomaly Diagnosis
Jiaqi Qiu, Rob Goedhart, Jannis Kurtz +1
Artificial Intelligence (AI)-based prospective anomaly detection methods are increasingly deployed in high-dimensional and nonlinear settings. Among these approaches, AI-based stat…
cs.LG2023★ 3 cited
An LSTM-Based Predictive Monitoring Method for Data with Time-varying Variability
Jiaqi Qiu, Yu Lin, Inez Zwetsloot
The recurrent neural network and its variants have shown great success in processing sequences in recent years. However, this deep neural network has not aroused much attention in…