Chun Ouyang

Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach

2020 · arXiv (Cornell University)

Predictive process analytics focuses on predicting the future states of running instances of a business process. While advanced machine learning techniques have been used to increase accuracy of predictions, the resulting predictive models lack transparency. …