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Event Abstraction for Process Mining Using Supervised Learning Techniques

, , , and . Proceedings of SAI Intelligent Systems Conference (IntelliSys 2016), page 251--269. Springer-Verlag, Berlin, (2016)

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Workflow Data Patterns, , , and . QUT Technical report, FIT-TR-2004-01, Queensland University of Technology, Brisbane, (2004)Data-Driven Process Discovery: Revealing Conditional Infrequent Behavior from Event Logs, , , and . International Conference on Advanced Information Systems Engineering (Caise 2017), volume 10253 of Lecture Notes in Computer Science, page 545--560. Springer-Verlag, Berlin, (2017)Process Mining on Databases: Unearthing Historical Data from Redo Logs, , and . International Conference on Business Process Management (BPM 2015), volume 9253 of Lecture Notes in Computer Science, page 367--385. Springer-Verlag, Berlin, (2015)Hierarchical Conformance Checking of Process Models Based on Event Logs, , and . Applications and Theory of Petri Nets 2013, volume 7927 of Lecture Notes in Computer Science, page 291--310. Springer-Verlag, Berlin, (2013)Analyzing Inter-Organizational Business Processes, , , , , , , and . Information Systems and e-Business Management, 14 (3): 577--612 (2016)Finding Suitable Activity Clusters for Decomposed Process Discovery, , and . IFIP International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2014), volume 237 of Lecture Notes in Business Information Processing, page 32--57. Springer-Verlag, Berlin, (2015)Evaluating Conformance Measures in Process Mining using Conformance Propositions (Extended version), , and . CoRR, (2019)Supporting Process Mining Workflows with RapidProM, , and . Business Process Management Demo Sessions (BPMD 2014), volume 1295 of CEUR Workshop Proceedings, page 56--60. CEUR-WS.org, (2014)Visual Analytics for Soundness Verification of Process Models, , , and . Business Process Management Workshops, volume 308 of Lecture Notes in Business Information Processing, page 744--756. Springer-Verlag, Berlin, (2017)Automated Robotic Process Automation: A Self-Learning Approach, , , and . On the Move to Meaningful Internet Systems, International Conference on Cooperative Information Systems (CoopIS 2019), volume 11877 of Lecture Notes in Computer Science, page 95-112. Springer-Verlag, Berlin, (2019)