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Predictive Process Monitoring

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References

2005The ProM Framework: A New Era in Process Mining Tool Support929 cited
2017Predictive Business Process Monitoring with LSTM Neural Networks554 cited
2010Time prediction based on process mining507 cited
2019Outcome-Oriented Predictive Process Monitoring352 cited
2014Predictive Monitoring of Business Processes305 cited
2017Predictive Monitoring of Business Processes: A Survey279 cited
2015A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs251 cited
2019Learning Accurate LSTM Models of Business Processes241 cited
2010APROMORE: An advanced process model repository218 cited
2015Compliance monitoring in business processes: Functionalities, application, and tool-support193 cited
2015Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes191 cited
2016Clustering-Based Predictive Process Monitoring186 cited
2018Predictive Process Monitoring Methods: Which One Suits Me Best?175 cited
2018Time and activity sequence prediction of business process instances138 cited
2013Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delays

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2023TSUNAMI - an explainable PPM approach for customer churn prediction in evolving retail data environments19 cited
2022Responsible Process Mining17 cited
2024Demystifying data governance for process mining: Insights from a Delphi study16 cited
2023Does This Make Sense? Machine Learning-Based Detection of Semantic Anomalies in Business Processes15 cited
2022Using Process Mining in Healthcare14 cited