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Case Level Counterfactual Reasoning in Process Mining · Study

WorkCase Level Counterfactual Reasoning in Process Mining

Mahnaz Sadat Qafari2021

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Workgreen2021

Case Level Counterfactual Reasoning in Process Mining

Mahnaz Sadat Qafari · Wil M. P. van der Aalst

21 citations·0/0 files stored·Lecture notes in business information processing

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Business Process Modeling and Analysis Data Mining Algorithms and Applications Software System Performance and Reliability

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References

2013Root Cause Analysis with Enriched Process Logs 2020Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs 2017Discovering Causal Factors Explaining Business Process Performance Variation 2020Root Cause Analysis in Process Mining Using Structural Equation Models 2015Using logical decision trees to discover the cause of process delays from event logs 2019Counterfactual Reasoning for Process Optimization Using Structural Causal Models

Cited by

2022Causal Reasoning over Control-Flow Decisions in Process Models 2022Root Cause Analysis in Process Mining with Probabilistic Temporal Logic 2023Significant stochastic dependencies in process models 2023Graph-based feature extraction on object-centric event logs 2023CREATED: Generating Viable Counterfactual Sequences for Predictive Process Analytics

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2022Root Cause Analysis in Process Mining with Probabilistic Temporal Logicother · 6 shared references 2022Causal Reasoning over Control-Flow Decisions in Process Modelsother · 4 shared references 2021A Framework for Explainable Concept Drift Detection in Process Miningother · 3 shared references 2023Prescriptive process monitoring based on causal effect estimationarticle · 3 shared references 2021Prescriptive Process Monitoring for Cost-Aware Cycle Time Reductionother · 2 shared references 2023Explainable concept drift in process miningarticle · 2 shared references

Details

Year2021

Typeother

Published2021-01-01

VenueLecture notes in business information processing

ISSN-L1865-1348

Languageen

Citations21

Files0 public / 0

ShelfBusiness Process Modeling and Analysis

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doi10.1007/978-3-030-79108-7_7

openalex_workW3133868377

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