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Process Mining: A Two-Step Approach to Balance Between Underfitting and Overfitting

, , , , and . BPM Center Report BPM-08-31, BPMcenter.org, (2008)

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Supporting Flexible Processes Through Recommendations Based on History, , , , and . BETA Working Paper Series, WP 212, Eindhoven University of Technology, Eindhoven, (2007)Towards Robust Conformance Checking, , and . BPM 2010 Workshops, Proceedings of the Sixth Workshop on Business Process Intelligence (BPI2010), volume 66 of Lecture Notes in Business Information Processing, page 122--133. Springer-Verlag, Berlin, (2011)ProM 6: The Process Mining Toolkit, , , and . Proc. of BPM Demonstration Track 2010, volume 615 of CEUR Workshop Proceedings, page 34--39. (2010)Discovering Social Networks Instantly: Moving Process Mining Computations to the Database and Data Entry Time, , and . Enterprise, Business-Process and Information Systems Modeling (BPMDS 2017), volume 287 of Lecture Notes in Business Information Processing, page 51--67. Springer-Verlag, Berlin, (2017)Improving Business Process Models Using Observed Behavior, , , , and . IFIP International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2012), volume 162 of Lecture Notes in Business Information Processing, page 44--59. Springer-Verlag, Berlin, (2013)Business Process Comparison: A Methodology and Case Study, , , , , , and . Business Information Systems (BIS 2017), volume 288 of Lecture Notes in Business Information Processing, page 253--267. Springer-Verlag, Berlin, (2017)A Genetic Algorithm for Discovering Process Trees, , and . IEEE Congress on Evolutionary Computation (CEC 2012), page 1--8. IEEE Computer Society, (2012)Event Stream-Based Process Discovery using Abstract Representations, , and . CoRR, (2017)Process Mining: A Two-Step Approach to Balance Between Underfitting and Overfitting, , , , , and . Software and Systems Modeling, 9 (1): 87--111 (2010)Towards Improving the Representational Bias of Process Mining, , and . IFIP International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2011), volume 116 of Lecture Notes in Business Information Processing, page 39--54. Springer-Verlag, Berlin, (2012)