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Prescriptive process monitoring based on causal effect estimation · Study

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ArticlePrescriptive process monitoring based on causal effect estimation

Zahra Dasht Bozorgi2023

Article2023

Prescriptive process monitoring based on causal effect estimation

Zahra Dasht Bozorgi · Irene Teinemaa · Marlon Dumas · Marcello La Rosa · Artem Polyvyanyy

29 citations·0/0 files stored·Information Systems

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

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References

2019Outcome-Oriented Predictive Process Monitoring 2010Reinforcement learning based resource allocation in business process management 2020Explainable Predictive Process Monitoring 2020Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs 2020Prescriptive Business Process Monitoring for Recommending Next Best Actions 2021Fire now, fire later: alarm-based systems for prescriptive process monitoring 2017Discovering Causal Factors Explaining Business Process Performance Variation 2018Alarm-Based Prescriptive Process Monitoring

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2024A hybrid machine learning with process analytics for predicting customer experience in online insurance services industry 2023Outcome-Oriented Prescriptive Process Monitoring based on Temporal Logic Patterns

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Papers that cite the same references — the relational fallback while embeddings are still backfilling.

2023Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learningother · 8 shared references 2023Outcome-Oriented Prescriptive Process Monitoring based on Temporal Logic Patternsarticle · 8 shared references 2022When to Intervene? Prescriptive Process Monitoring Under Uncertainty and Resource Constraintsother · 7 shared references 2021Prescriptive Process Monitoring for Cost-Aware Cycle Time Reductionother · 6 shared references 2022Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approachother · 6 shared references 2024Machine learning in business process management: A systematic literature reviewreview · 5 shared references

Details

Year2023

Typearticle

Published2023-03-13

VenueInformation Systems

ISSN-L0306-4379

Languageen

Citations29

Files0 public / 0

ShelfBusiness Process Modeling and Analysis

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doi10.1016/j.is.2023.102198

openalex_workW4324044747

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