Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process
Monitoring

v1v2 (latest)

Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring

23 May 2019

Stephan A. Fahrenkrog-Petersen

Matthias Weidlich

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Papers citing "Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring"

19 / 19 papers shown

Title
Beyond Yes or No: Predictive Compliance Monitoring Approaches for Quantifying the Magnitude of Compliance Violations Qian Chen Stefanie Rinderle-Ma Lijie Wen 91 0 0 03 Feb 2025
Using Reinforcement Learning to Optimize Responses in Care Processes: A Case Study on Aggression Incidents Bart J. Verhoef Xixi Lu 52 2 0 02 Oct 2023
Prescriptive Process Monitoring Under Resource Constraints: A Reinforcement Learning Approach Mahmoud Shoush Marlon Dumas 72 2 0 13 Jul 2023
Automatically Reconciling the Trade-off between Prediction Accuracy and Earliness in Prescriptive Business Process Monitoring Andreas Metzger Tristan Kley Aristide Rothweiler Klaus Pohl 61 4 0 12 Jul 2023
Recommending the optimal policy by learning to act from temporal data Stefano Branchi A. Buliga Chiara Di Francescomarino Chiara Ghidini Francesca Meneghello M. Ronzani OffRL 64 3 0 16 Mar 2023
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning Z. Bozorgi Marlon Dumas M. Rosa Artem Polyvyanyy Mahmoud Shoush Irene Teinemaa CML 36 10 0 07 Mar 2023
A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas Janik-Vasily Benzin Stefanie Rinderle-Ma AI4TS 115 2 0 08 Feb 2023
Intervening With Confidence: Conformal Prescriptive Monitoring of Business Processes Mahmoud Shoush Marlon Dumas 71 4 0 07 Dec 2022
Outcome-Oriented Prescriptive Process Monitoring Based on Temporal Logic Patterns Ivan Donadello Chiara Di Francescomarino F. Maggi Francesco Ricci Aladdin Shikhizada 66 13 0 09 Nov 2022
When to intervene? Prescriptive Process Monitoring Under Uncertainty and Resource Constraints Mahmoud Shoush Marlon Dumas 68 14 0 15 Jun 2022
Predictive Compliance Monitoring in Process-Aware Information Systems: State of the Art, Functionalities, Research Directions Stefanie Rinderle-Ma Karolin Winter Janik-Vasily Benzin 97 14 0 10 May 2022
Open challenges for Machine Learning based Early Decision-Making research A. Bondu Youssef Achenchabe Albert Bifet Fabrice Clérot Antoine Cornuéjols João Gama Georges Hébrail V. Lemaire P. Marteau AI4CE 52 9 0 27 Apr 2022
Learning to act: a Reinforcement Learning approach to recommend the best next activities Stefano Branchi Chiara Di Francescomarino Chiara Ghidini David Massimo Francesco Ricci M. Ronzani 47 12 0 29 Mar 2022
Prescriptive Process Monitoring: Quo Vadis? Kateryna Kubrak Fredrik P. Milani Alexander Nolte Marlon Dumas 50 39 0 03 Dec 2021
ProcK: Machine Learning for Knowledge-Intensive Processes Tobias Jacobs Jingyi Yu J. Gastinger T. Sztyler 18 1 0 10 Sep 2021
Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach Mahmoud Shoush Marlon Dumas 55 22 0 07 Sep 2021
Privacy and Confidentiality in Process Mining -- Threats and Research Challenges Gamal Elkoumy Stephan A. Fahrenkrog-Petersen M. Sani A. Koschmider F. Mannhardt Saskia Nuñez Von Voigt Majid Rafiei Leopold von Waldthausen 67 41 0 01 Jun 2021
Early Classification of Time Series is Meaningful Youssef Achenchabe A. Bondu Antoine Cornuéjols V. Lemaire AI4TS 45 4 0 27 Apr 2021
Prescriptive Business Process Monitoring for Recommending Next Best Actions Sven Weinzierl Sebastian Dunzer Sandra Zilker Martin Matzner 48 50 0 19 Aug 2020