References

• 2016Process Mining2,166 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
• 2015Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes191 cited
• 2016Clustering-Based Predictive Process Monitoring186 cited
• 2012Efficient Discovery of Understandable Declarative Process Models from Event Logs162 cited
• 2013Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delays129 cited
• 2014Comparing and Combining Predictive Business Process Monitoring Techniques129 cited
• 2017A Deep Learning Approach for Predicting Process Behaviour at Runtime105 cited
• 2017Intra and Inter-case Features in Predictive Process Monitoring: A Tale of Two Dimensions105 cited
• 2020Explainable predictive business process monitoring using gated graph neural networks84 cited
• 2020Explainable Predictive Process Monitoring81 cited
• 2017Extracting useful knowledge from event logs: A frequent itemset mining approach