Exploring the Suitability of Rule-Based Classification to Provide Interpretability in Outcome-Based Process Predictive Monitoring

The development of models for process outcome prediction using event logs has evolved in the literature with a clear focus on performance improvement. In this paper, we take a different perspective, focusing on obtaining interpretable predictive models for outcome prediction. We propose to use assoc...

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Bibliographic Details
Main Authors: Suhwan Lee, Marco Comuzzi, Nahyun Kwon
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/15/6/187