AI RESEARCH
SHAining on Process Mining: Explaining Event Log Characteristics Impact on Algorithms
arXiv CS.LG
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ArXi:2509.08482v2 Announce Type: replace Process mining aims to extract and analyze insights from event logs, yet algorithm metric results vary widely depending on structural event log characteristics. Existing work often evaluates algorithms on a fixed set of real-world event logs but lacks a systematic analysis of how event log characteristics impact algorithms individually.