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Predictive Process Monitoring

A branch of predictive analysis that attempts to predict some future state of a business process.

Papers

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Showing 41–50 of 50 papers

Title	Date	Tasks	Status	Hype
Explainable Predictive Process Monitoring	Aug 4, 2020	Predictive Process Monitoring	CodeCode Available	0
Temporal Stability in Predictive Process Monitoring	Dec 12, 2017	Binary ClassificationPredictive Process Monitoring	CodeCode Available	0
Measuring the Stability of Process Outcome Predictions in Online Settings	Oct 13, 2023	Decision MakingPredictive Process Monitoring	CodeCode Available	0
XAI in the context of Predictive Process Monitoring: Too much to Reveal	Feb 16, 2022	Explainable artificial intelligenceExplainable Artificial Intelligence (XAI)	CodeCode Available	0
Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring	May 23, 2019	Predictive Process Monitoring	CodeCode Available	0
Outcome-Oriented Predictive Process Monitoring: Review and Benchmark	Jul 21, 2017	Predictive Process Monitoring	CodeCode Available	0
Guiding the generation of counterfactual explanations through temporal background knowledge for Predictive Process Monitoring	Mar 18, 2024	counterfactualPredictive Process Monitoring	CodeCode Available	0
HOEG: A New Approach for Object-Centric Predictive Process Monitoring	Apr 8, 2024	BenchmarkingGraph Neural Network	CodeCode Available	0
Achieving Group Fairness through Independence in Predictive Process Monitoring	Dec 6, 2024	FairnessPredictive Process Monitoring	CodeCode Available	0
Attention Please: What Transformer Models Really Learn for Process Prediction	Aug 12, 2024	Activity PredictionDecision Making	CodeCode Available	0

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