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Enabling Process Innovation via Deviance Mining and Predictive Monitoring · Study

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ChapterEnabling Process Innovation via Deviance Mining and Predictive Monitoring

Marlon Dumas2014

Chapter2014

Enabling Process Innovation via Deviance Mining and Predictive Monitoring

Marlon Dumas · Fabrizio Maria Maggi

32 citations·0/0 files stored·Management for professionals

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Business Process Modeling and Analysis Software System Performance and Reliability Robotic Process Automation Applications

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References

2004Toward the Construct Definition of Positive Deviance 2010Time prediction based on process mining 2014Predictive Monitoring of Business Processes 2008Process Flexibility: A Survey of Contemporary Approaches 2010Mastering the Unpredictable: How Adaptive Case Management Will Revolutionize the Way That Knowledge Workers Get Things Done 2011Monitoring Business Constraints with Linear Temporal Logic: An Approach Based on Colored Automata 2013Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delays 2011Monitoring Business Process Compliance Using Compliance Rule Graphs

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2018Why do business processes deviate? Results from a Delphi study 2017Data-driven Process Prioritization in Process Networks 2017Building State Capability

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2018Predictive monitoring of temporally-aggregated performance indicators of business processes against low-level streaming eventsarticle · 8 shared references 2016Complex Symbolic Sequence Clustering and Multiple Classifiers for Predictive Process Monitoringother · 7 shared references 2020Explainability in Predictive Process Monitoring: When Understanding Helps Improvingother · 6 shared references 2016Predictive Business Process Monitoring Framework with Hyperparameter Optimizationother · 6 shared references 2019Predicting process performance: A white‐box approach based on process modelsarticle · 5 shared references 2022How do I update my model? On the resilience of Predictive Process Monitoring models to changearticle · 5 shared references

Details

Year2014

Typechapter

Published2014-02-01

VenueManagement for professionals

ISSN-L2192-8096

Languageen

Citations32

Files0 public / 0

ShelfBusiness Process Modeling and Analysis

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doi10.1007/978-3-319-14430-6_10

openalex_workW153860037

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