References

• 2017Predictive Business Process Monitoring with LSTM Neural Networks554 cited
• 2019Outcome-Oriented Predictive Process Monitoring352 cited
• 2014Predictive Monitoring of Business Processes305 cited
• 2019Learning Accurate LSTM Models of Business Processes241 cited
• 2015Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes191 cited
• 2016Clustering-Based Predictive Process Monitoring186 cited
• 2019Using Convolutional Neural Networks for Predictive Process Analytics125 cited
• 2016Predictive Business Process Monitoring with Structured and Unstructured Data108 cited
• 2020Explainable predictive business process monitoring using gated graph neural networks84 cited
• 2020Explainable Predictive Process Monitoring81 cited
• 2021A Multi-View Deep Learning Approach for Predictive Business Process Monitoring69 cited
• 2020Explainability in Predictive Process Monitoring: When Understanding Helps Improving60 cited
• 2020Process Outcome Prediction: CNN vs. LSTM (with Attention)58 cited
• 2018Temporal stability in predictive process monitoring58 cited
• 2020Predictive Process Mining Meets Computer Vision49 cited