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cs.IR2022★ 1 cited
A Deep Learning Approach for Repairing Missing Activity Labels in Event Logs for Process Mining
Yang Lu, Qifan Chen, Simon K. Poon
Process mining is a relatively new subject that builds a bridge between traditional process modeling and data mining. Process discovery is one of the most critical parts of process…
cs.IR2021
Discovering Redundant Activities in Event Logs for the Simplification of Process Models
Qifan Chen, Yang Lu, Simon Poon
Process mining acts as a valuable tool to analyse the behaviour of an organisation by offering techniques to discover, monitor and enhance real processes. The key to process mining…
cs.IR2021
Detecting and Understanding Branching Frequency Changes in Process Models
Yang Lu, Qifan Chen, Simon Poon
Business processes are continuously evolving in order to adapt to changes due to various factors. One type of process changes are branching frequency changes, which are related to…