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My research focuses on process mining, machine learning, large language models, and their applications.
process model discovery, predictive process monitoring, trace encoding, and process conformance checking.
Uncertainty estimation, reasoning, and reliability.
Clinical reasoning, decision support, and data-driven healthcare applications.
Investigating uncertainty, reasoning consistency, and process conformance in clinical decision-making.
A comparative investigation of trace encoding methods for next activity prediction.
