Dr Zahra Dasht Bozorgi
Research Fellow, Digital
School of Computing and Information Systems
9 Scholarly works
0 Projects
HIGHLIGHTS
2023
Thesis / Dissertation
Prescriptive Analytics of Business Processes Using Causal Inference
2023
Journal article
Prescriptive process monitoring based on causal effect estimation
DOI: 10.1016/j.is.2023.1021982023
Journal article
Machine learning seizure prediction: one problematic but accepted practice
DOI: 10.1088/1741-2552/acae092023
Conference Proceedings
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning
DOI: 10.1007/978-3-031-34560-9_222022
Conference Proceedings
ProLift: Automated Discovery of Causal Treatment Rules From Event Logs (Extended Abstract)
2022
Conference Proceedings
Prescriptive Analytics for Business Processes Using Causal Inference (Extended Abstract)
2021
Conference Proceedings
Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction
DOI: 10.1109/ICPM53251.2021.9576853
RECENT SCHOLARLY WORKS
2020
Conference Proceedings
Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs
DOI: 10.1109/ICPM49681.2020.000282020
Conference Proceedings
Predictive business process monitoring via generative adversarial nets: The case of next event prediction
DOI: 10.1007/978-3-030-58666-9_14