Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning

Zahra Dasht Bozorgi, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy, Mahmoud Shoush, Irene Teinemaa. Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning. In Marta Indulska, Iris Reinhartz-Berger, Carlos Cetina, Oscar Pastor 0001, editors, Advanced Information Systems Engineering - 35th International Conference, CAiSE 2023, Zaragoza, Spain, June 12-16, 2023, Proceedings. Volume 13901 of Lecture Notes in Computer Science, pages 364-380, Springer, 2023. [doi]

@inproceedings{BozorgiDRPST23,
  title = {Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning},
  author = {Zahra Dasht Bozorgi and Marlon Dumas and Marcello La Rosa and Artem Polyvyanyy and Mahmoud Shoush and Irene Teinemaa},
  year = {2023},
  doi = {10.1007/978-3-031-34560-9_22},
  url = {https://doi.org/10.1007/978-3-031-34560-9_22},
  researchr = {https://researchr.org/publication/BozorgiDRPST23},
  cites = {0},
  citedby = {0},
  pages = {364-380},
  booktitle = {Advanced Information Systems Engineering - 35th International Conference, CAiSE 2023, Zaragoza, Spain, June 12-16, 2023, Proceedings},
  editor = {Marta Indulska and Iris Reinhartz-Berger and Carlos Cetina and Oscar Pastor 0001},
  volume = {13901},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-34560-9},
}