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Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs
This paper proposes an approach to analyze an event log of a business pr...
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Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring
Predictive process monitoring is a family of techniques to analyze event...
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An Interdisciplinary Comparison of Sequence Modeling Methods for Next-Element Prediction
Data of sequential nature arise in many application domains in forms of,...
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Automatic Playlist Continuation through a Composition of Collaborative Filters
The RecSys Challenge 2018 focused on automatic playlist continuation, i....
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Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring
Predictive business process monitoring methods exploit historical proces...
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Foundations of Prescriptive Process Monitoring
Predictive process monitoring is concerned with the analysis of events p...
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Temporal Stability in Predictive Process Monitoring
Predictive business process monitoring is concerned with the analysis of...
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Outcome-Oriented Predictive Process Monitoring: Review and Benchmark
Predictive business process monitoring refers to the act of making predi...
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