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03/29/2023
Preventing Object-centric Discovery of Unsound Process Models for Object Interactions with Loops in Collaborative Systems: Extended Version
Object-centric process discovery (OCPD) constitutes a paradigm shift in ...
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01/18/2023
Performance-Preserving Event Log Sampling for Predictive Monitoring
Predictive process monitoring is a subfield of process mining that aims ...
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12/13/2022
Interactive Process Identification and Selection from SAP ERP
SAP ERP is one of the most popular information systems supporting variou...
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10/30/2022
Explainable Predictive Decision Mining for Operational Support
Several decision points exist in business processes (e.g., whether a pur...
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10/21/2022
Monitoring Constraints in Business Processes Using Object-Centric Constraint Graphs
Constraint monitoring aims to monitor the violation of constraints in bu...
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09/02/2022
A Framework for Extracting and Encoding Features from Object-Centric Event Data
Traditional process mining techniques take event data as input where eac...
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06/11/2022
Detecting Context-Aware Deviations in Process Executions
A deviation detection aims to detect deviating process instances, e.g., ...
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04/22/2022
OPerA: Object-Centric Performance Analysis
Performance analysis in process mining aims to provide insights on the p...
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04/04/2022
Event Log Sampling for Predictive Monitoring
Predictive process monitoring is a subfield of process mining that aims ...
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03/24/2022
Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations
Digital transformation often entails small-scale changes to information ...
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02/11/2022
A Scalable Database for the Storage of Object-Centric Event Logs
Object-centric process mining provides a set of techniques for the analy...
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10/07/2021
An Event Data Extraction Approach from SAP ERP for Process Mining
The extraction, transformation, and loading of event logs from informati...
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10/11/2019