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03/07/2023
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning
Increasing the success rate of a process, i.e. the percentage of cases t...
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05/15/2021
Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction
Reducing cycle time is a recurrent concern in the field of business proc...
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09/03/2020
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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05/23/2019
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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10/31/2018
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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08/13/2018
Automatic Playlist Continuation through a Composition of Collaborative Filters
The RecSys Challenge 2018 focused on automatic playlist continuation, i....
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05/08/2018
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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03/23/2018
Foundations of Prescriptive Process Monitoring
Predictive process monitoring is concerned with the analysis of events p...
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12/12/2017
Temporal Stability in Predictive Process Monitoring
Predictive business process monitoring is concerned with the analysis of...
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07/21/2017
