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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...
09/03/2020 ∙ by Zahra Dasht Bozorgi, et al. ∙
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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...
05/23/2019 ∙ by Stephan A. Fahrenkrog-Petersen, et al. ∙
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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,...
10/31/2018 ∙ by Niek Tax, et al. ∙
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Automatic Playlist Continuation through a Composition of Collaborative Filters
The RecSys Challenge 2018 focused on automatic playlist continuation, i....
08/13/2018 ∙ by Irene Teinemaa, et al. ∙
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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...
05/08/2018 ∙ by Ilya Verenich, et al. ∙
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Foundations of Prescriptive Process Monitoring
Predictive process monitoring is concerned with the analysis of events p...
03/23/2018 ∙ by Irene Teinemaa, et al. ∙
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Temporal Stability in Predictive Process Monitoring
Predictive business process monitoring is concerned with the analysis of...
12/12/2017 ∙ by Irene Teinemaa, et al. ∙
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Outcome-Oriented Predictive Process Monitoring: Review and Benchmark
Predictive business process monitoring refers to the act of making predi...
07/21/2017 ∙ by Irene Teinemaa, et al. ∙
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