Prescriptive Process Monitoring: Quo Vadis?

Prescriptive Process Monitoring: Quo Vadis?

3 December 2021

Kateryna Kubrak

Fredrik P. Milani

Alexander Nolte

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Papers citing "Prescriptive Process Monitoring: Quo Vadis?"

14 / 14 papers shown

Title
The Effectiveness of Business Process Visualisations: a Systematic Literature Review E.C. Overes F.M. Santoro 44 0 0 15 Apr 2025
A Rollout-Based Algorithm and Reward Function for Efficient Resource Allocation in Business Processes Jeroen Middelhuis Zaharah Bukhsh Ivo Adan R. Dijkman 59 0 0 15 Apr 2025
SimBank: from Simulation to Solution in Prescriptive Process Monitoring Jakob De Moor Hans Weytjens Johannes De Smedt Jochen De Weerdt 19 0 0 28 Mar 2025
Recent Advances in Data-Driven Business Process Management Lars Ackermann Martin Käppel Laura Marcus Linda Moder Sebastian Dunzer ... Martin Matzner Stefanie Rinderle-Ma Maximilian Röglinger Stefan Schönig Axel Winkelmann AI4CE 59 3 0 03 Jun 2024
Machine Unlearning: A Comprehensive Survey Weiqi Wang Zhiyi Tian Chenhan Zhang Shui Yu MU AILaw 88 18 0 13 May 2024
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
Learning policies for resource allocation in business processes J. Middelhuis R. Bianco E. Scherzer Z. A. Bukhsh I. Adan R. Dijkman 47 7 0 19 Apr 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
Prescriptive Process Monitoring in Intelligent Process Automation with Chatbot Orchestration Sergey Zeltyn Segev Shlomov Avi Yaeli Alon Oved 46 4 0 13 Dec 2022
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
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