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09/04/2023
The Interplay Between High-Level Problems and The Process Instances That Give Rise To Them
Business processes may face a variety of problems due to the number of t...
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07/19/2023
Chit-Chat or Deep Talk: Prompt Engineering for Process Mining
This research investigates the application of Large Language Models (LLM...
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11/08/2022
Extracting and Pre-Processing Event Logs
Event data is the basis for all process mining analysis. Most process mi...
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01/30/2022
Augmented Business Process Management Systems: A Research Manifesto
Augmented Business Process Management Systems (ABPMSs) are an emerging c...
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09/13/2021
Striking a new balance in accuracy and simplicity with the Probabilistic Inductive Miner
Numerous process discovery techniques exist for generating process model...
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09/13/2021
Process Discovery Using Graph Neural Networks
Automatically discovering a process model from an event log is the prime...
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02/27/2021
Inferring Unobserved Events in Systems With Shared Resources and Queues
To identify the causes of performance problems or to predict process beh...
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05/29/2020
Multi-Dimensional Event Data in Graph Databases
Process event data is usually stored either in a sequential process even...
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10/22/2019
Scalable Alignment of Process Models and Event Logs: An Approach Based on Automata and S-Components
Given a model of the expected behavior of a business process and an even...
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05/03/2017