Author

Jannis Kurtz

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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

Review

UvA-DARE (Digital Academic Repository) Enhancing decision making through the integration of large language models and operations research optimization

This work proposes integrating and advancing LLM and optimization modeling to empower organizational decision-makers to model and solve such complex problems without requiring deep expertise in optimization, thereby enabling much more widespread improved decision-making and increasing by orders of magnitude the benefit...

Segev Wasserkrug, Léonard Boussioux, D. den Hertog et al. · 0 citations