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A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs

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References

2013Fundamentals of Business Process Management1,344 cited
2012Replaying history on process models for conformance checking and performance analysis738 cited
2013Discovering Block-Structured Process Models from Event Logs - A Constructive Approach648 cited
2010Time prediction based on process mining507 cited
2014Predictive Monitoring of Business Processes305 cited
2006Decision Mining in ProM298 cited
2005Process Mining and Verification of Properties: An Approach Based on Temporal Logic293 cited

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2016Discovery of Multi-perspective Declarative Process Models76 cited
2018How is process mining technology used by organizations? A systematic literature review of empirical studies74 cited
2017Run-time prediction of business process indicators using evolutionary decision rules69 cited
2016

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A framework for efficiently mining the organisational perspective of business processes

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2021Fire now, fire later: alarm-based systems for prescriptive process monitoring56 cited

2024Machine learning in business process management: A systematic literature review54 cited

2017Discovering Causal Factors Explaining Business Process Performance Variation53 cited