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Process Discovery: Capturing the Invisible

16 references·16 citing·17 second hopsampled

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References

1998THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT2,706 cited
2004Workflow mining: discovering process models from event logs2,206 cited
2007Conformance checking of processes based on monitoring real behavior1,119 cited
2003Workflow mining: A survey of issues and approaches1,052 cited
2007Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics890 cited
1998Discovering models of software processes from event-based data870 cited
1998Mining process models from workflow logs799 cited
2006Business process mining: An industrial application783 cited
2007Genetic process mining: an experimental evaluation490 cited
2003Rediscovering workflow models from event-based data using little thumb468 cited
2008Process mining: a two-step approach to balance between underfitting and overfitting440 cited
2008Process Discovery Using Integer Linear Programming336 cited
2001Diagnosing Workflow Processes using Woflan317 cited
2007Mining process models with non-free-choice constructs313 cited
2006Decision Mining in ProM298 cited
2009

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Process Discovery using Integer Linear Programming

221 cited

Cited by

2014Control-flow discovery from event streams86 cited
2022Utilizing domain knowledge in data-driven process discovery: A literature review64 cited
2012Heuristics Miners for Streaming Event Data64 cited
2020Process Mining for Six Sigma62 cited
2011Adaptation of service-based business processes by context-aware replanning46 cited
2015Process Discovery from Dependence-Complete Event Logs42 cited
2019Predicting process performance: A white‐box approach based on process models39 cited
2015Designing and Evaluating an Interpretable Predictive Modeling Technique for Business Processes25 cited
2019Auditor Choices during Event Log Building for Process Mining23 cited
2011Discovery and analysis of e-mail-driven business processes21 cited
2012Discovering process models from event multiset20 cited
2011A framework for semi-automated process instance discovery from decorative attributes19 cited
2018Predicting process behavior meets factorization machines17 cited
2022PROMISE: Coupling predictive process mining to process discovery15 cited
2015Process mining with token carried data15 cited
2020Process mining project methodology in healthcare: a case study in a tertiary hospital14 cited