Zahra Dasht Bozorgi

16 papers A 2B 3Journal 7Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Actor-Enriched Time Series Forecasting of Process Performance. CoRR Aurélie Leribaux, Rafael Seidi Oyamada, Johannes De Smedt, Zahra Dasht Bozorgi, Artem Polyvyanyy, Jochen De Weerdt
2025	J	`jnl`	Linking Actor Behavior to Process Performance Over Time. CoRR Aurélie Leribaux, Rafael Seidi Oyamada, Johannes De Smedt, Zahra Dasht Bozorgi, Artem Polyvyanyy, Jochen De Weerdt
2024	B	`conf`	Discovering Changes in Cell Stability Using Process Mining: A Case Study. ICPM Johnson Zhou, Abel Armas-Cervantes, Zahra Dasht Bozorgi, Ellen Otte, Artem Polyvyanyy
2023	A	`conf`	Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning. CAiSE Zahra Dasht Bozorgi, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy, Mahmoud Shoush, Irene Teinemaa
2023	J	`jnl`	Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning. CoRR Zahra Dasht Bozorgi, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy, Mahmoud Shoush, Irene Teinemaa
2023	—	`—`	Prescriptive Analytics of Business Processes Using Causal Inference. Zahra Dasht Bozorgi
2023	J	`jnl`	Prescriptive process monitoring based on causal effect estimation. Inf. Syst. Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
2022	—	`conf`	Prescriptive Analytics for Business Processes Using Causal Inference (Extended Abstract). ICPM Doctoral Consortium / Demo Zahra Dasht Bozorgi
2022	—	`conf`	ProLift: Automated Discovery of Causal Treatment Rules From Event Logs (Extended Abstract). ICPM Doctoral Consortium / Demo Zahra Dasht Bozorgi, Aleksei Kopolov, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
2021	—	`conf`	A Causal Approach to Prescriptive Process Monitoring. BPM (PhD/Demos) Zahra Dasht Bozorgi
2021	B	`conf`	Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction. ICPM Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
2021	J	`jnl`	Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction. CoRR Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa
2020	A	`conf`	Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction. BPM Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani, Zahra Dasht Bozorgi, Ilya Verenich
2020	J	`jnl`	Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction. CoRR Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani, Zahra Dasht Bozorgi, Ilya Verenich
2020	B	`conf`	Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs. ICPM Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy
2020	J	`jnl`	Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs. CoRR Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy