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Outlier Detection Techniques for Process Mining Applications · Study

WorkOutlier Detection Techniques for Process Mining Applications

Lucantonio Ghionna2008

Work2008

Outlier Detection Techniques for Process Mining Applications

Lucantonio Ghionna · Gianluigi Greco · Antonella Guzzo · Luigi Pontieri

66 citations·0/0 files stored·Springer eBooks

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Business Process Modeling and Analysis Software System Performance and Reliability Anomaly Detection Techniques and Applications

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References

2003Workflow mining: A survey of issues and approaches 2006Discovering expressive process models by clustering log traces 2006A Rule-Based Approach for Process Discovery: Dealing with Noise and Imbalance in Process Logs 2005Mining of ad-hoc business processes with TeamLog

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2018Discovering more precise process models from event logs by filtering out chaotic activities 2015Discovering deviating cases and process variants using trace clustering 2016Detecting Deviating Behaviors Without Models 2013Wanna improve process mining results? : it’s high time we consider data quality issues seriously 2018Mining frequent patterns in process models 2020Detecting anomalies in business process event logs using statistical leverage 2021Detecting temporal workarounds in business processes – A deep-learning-based method for analysing event log data 2020Automatic Repair of Same-Timestamp Errors in Business Process Event Logs

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2011A Study of Quality and Accuracy Trade-offs in Process Miningarticle · 4 shared references 2011Mining usage scenarios in business processes: Outlier-aware discovery and run-time predictionarticle · 3 shared references 2014A Field Study on the Use of Process Mining of Event Logs as an Analytical Procedure in Auditingarticle · 2 shared references 2010A Fresh Look at Precision in Process Conformanceother · 2 shared references 2010Mining process models with prime invisible tasksarticle · 2 shared references 2012Algorithms for anomaly detection of traces in logs of process aware information systemsarticle · 2 shared references

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Year2008

Typeother

Published2008-05-09

VenueSpringer eBooks

Languageen

Citations66

Files0 public / 0

ShelfBusiness Process Modeling and Analysis

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doi10.1007/978-3-540-68123-6_17

openalex_workW1667596273

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