The paper introduces a ProM plug-in that relabels decision tree leaves to reduce demographic parity discrimination in process mining root cause analysis, at a small accuracy cost.
In: Informal proceedings of the 19th Annual Machine Learning Conference of Belgium and The Netherlands (Benelearn’10, Leuven, Belgium, May 27-28, 2010)
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Fairness-Aware Process Mining
The paper introduces a ProM plug-in that relabels decision tree leaves to reduce demographic parity discrimination in process mining root cause analysis, at a small accuracy cost.