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Predicting Deadline Transgressions Using Event Logs · Study

WorkPredicting Deadline Transgressions Using Event Logs

Anastasiia Pika2013

OA

Workgreen2013

Predicting Deadline Transgressions Using Event Logs

Anastasiia Pika · Wil M. P. van der Aalst · Colin Fidge · Arthur H. M. ter Hofstede · Moe Thandar Wynn

65 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

2011International Organization for Standardization 2010Time prediction based on process mining 2011Conformance Checking Using Cost-Based Fitness Analysis 2009Context Aware Trace Clustering: Towards Improving Process Mining Results 2011A business process mining application for internal transaction fraud mitigation 2008Cycle Time Prediction: When Will This Case Finally Be Finished?

Cited by

2020Explainability in Predictive Process Monitoring: When Understanding Helps Improving 2020An interdisciplinary comparison of sequence modeling methods for next-element prediction 2017Discovering Causal Factors Explaining Business Process Performance Variation 2016Complex Symbolic Sequence Clustering and Multiple Classifiers for Predictive Process Monitoring 2016Predictive Business Process Monitoring Framework with Hyperparameter Optimization 2017Event-based failure prediction in distributed business processes 2019Predicting process performance: A white‐box approach based on process models

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2013Profiling Event Logs to Configure Risk Indicators for Process Delaysother · 4 shared references 2014Process Mining in the Large: A Tutorialother · 3 shared references 2024Predictive process monitoring: concepts, challenges, and future research directionsarticle · 3 shared references 2013Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delaysother · 2 shared references 2012Process Mining for the multi-faceted analysis of business processes—A case study in a financial services organizationarticle · 2 shared references 2019Using Convolutional Neural Networks for Predictive Process Analyticsother · 2 shared references

Details

Year2013

Typeother

Published2013-01-01

VenueLecture notes in business information processing

ISSN-L1865-1348

Languageen

Citations65

Files0 public / 0

ShelfBusiness Process Modeling and Analysis

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doi10.1007/978-3-642-36285-9_22

openalex_workW2147809693

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2014

An Extensible Framework for Analysing Resource Behaviour Using Event Logs