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Process Duration Modelling and Concept Drift Detection For Business Process Mining by MAINAK PATRA is a document available to read on EtoBox.

What is Process Duration Modelling and Concept Drift Detection For Business Process Mining about?

The document presents a study on detecting process duration drift in business processes using gamma mixture models (GMMs) and an expectation-maximization (EM) algorithm. It highlights the importance of understanding variations in customer behavior over time and proposes a method to evaluate differences in process durations through statistical tests. The approach is applied to a real-life hospital billing process, revealing two instances of concept drift, thereby contributing to the field of business process

Author

MAINAK PATRA

Language

EN