Detecting and Responding to Concept Drift in Business Processes

Concept drift, which refers to changes in the underlying process structure or customer behaviour over time, is inevitable in business processes, causing challenges in ensuring that the learned model is a proper representation of the new data. Due to factors such as seasonal effects and policy update...

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Bibliographic Details
Main Authors: Lingkai Yang, Sally McClean, Mark Donnelly, Kevin Burke, Kashaf Khan
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/15/5/174