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Prescriptive process monitoring based on causal effect estimation

  • Published:2023-06 Issue: Volume:116 Page:102198
  • ISSN:0306-4379
  • Container-title:Information Systems
  • language:en
  • Short-container-title:Information Systems

Author:

Dasht Bozorgi Zahra,Teinemaa Irene,Dumas Marlon,La Rosa Marcello,Polyvyanyy Artem

Funder

Eesti Teadusagentuur

European Research Council

University of Tartu

Australian Research Council

University of Melbourne

Publisher

Elsevier BV

Subject

Hardware and Architecture,Information Systems,Software

Reference40 articles.

1. Prescriptive process monitoring for cost-aware cycle time reduction;Bozorgi,2021

2. Alarm-based prescriptive process monitoring;Teinemaa,2018

3. Proactive process adaptation using deep learning ensembles;Metzger,2019

4. Triggering proactive business process adaptations via online reinforcement learning;Metzger,2020

5. Prescriptive process monitoring: Quo vadis?;Kubrak,2021

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