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Efficiently Computing Alignments

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References

2016Process Mining2,166 cited
2007Conformance checking of processes based on monitoring real behavior1,119 cited
2012Replaying history on process models for conformance checking and performance analysis738 cited
2016Scalable process discovery and conformance checking218 cited
2014Aligning observed and modeled behavior206 cited
2013Decomposing Petri nets for process mining: A generic approach194 cited
2014Single-Entry Single-Exit decomposed conformance checking128 cited
2016Sepsis Cases - Event Log119 cited
2006A Rule-Based Approach for Process Discovery: Dealing with Noise and Imbalance in Process Logs95 cited
2017Aligning Real Process Executions and Prescriptive Process Models through Automated Planning88 cited
2016A Recursive Paradigm for Aligning Observed Behavior of Large Structured Process Models59 cited
2017Scalable Conformance Checking of Business Processes51 cited

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2019Estimating Process Conformance by Trace Sampling and Result Approximation34 cited
2020Conformance Checking Approximation Using Subset Selection and Edit Distance30 cited
2020Optimized SAT encoding of conformance checking artefacts

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30 cited

2020Measuring Fitness and Precision of Automatically Discovered Process Models: A Principled and Scalable Approach27 cited

2023Object-Centric Alignments27 cited

2020Sampling and approximation techniques for efficient process conformance checking26 cited

2020Partial order resolution of event logs for process conformance checking25 cited

2020Conformance checking: A state-of-the-art literature review24 cited

2020Orientation and conformance: A HMM-based approach to online conformance checking23 cited

2019Scalable Alignment of Process Models and Event Logs: An Approach Based on Automata and S-Components22 cited

2020Alignment Approximation for Process Trees16 cited

2019Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones15 cited

2019Approximate Computation of Alignments of Business Processes Through Relaxation Labelling12 cited

2021Efficient Approximate Conformance Checking Using Trie Data Structures11 cited