Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction. - Farbod Taymouri; Marcello La Rosa; Sarah M. Erfani; Zahra Dasht Bozorgi; Ilya Verenich (BPM, 2020)

Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs. - Zahra Dasht Bozorgi; Irene Teinemaa; Marlon Dumas; Marcello La Rosa; Artem Polyvyanyy (ICPM, 2020)

A Causal Approach to Prescriptive Process Monitoring. - Zahra Dasht Bozorgi (BPM (PhD/Demos), 2021)

Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction. - Zahra Dasht Bozorgi; Irene Teinemaa; Marlon Dumas; Marcello La Rosa; Artem Polyvyanyy (ICPM, 2021)

Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction. - Zahra Dasht Bozorgi; Irene Teinemaa; Marlon Dumas; Marcello La Rosa (CoRR, 2021)

Prescriptive Analytics for Business Processes Using Causal Inference (Extended Abstract). - Zahra Dasht Bozorgi (ICPM Doctoral Consortium / Demo, 2022)

ProLift: Automated Discovery of Causal Treatment Rules From Event Logs (Extended Abstract). - Zahra Dasht Bozorgi; Aleksei Kopolov; Marlon Dumas; Marcello La Rosa; Artem Polyvyanyy (ICPM Doctoral Consortium / Demo, 2022)

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 (CAiSE, 2023)

Prescriptive Analytics of Business Processes Using Causal Inference. - Zahra Dasht Bozorgi (2023)

Prescriptive process monitoring based on causal effect estimation. - Zahra Dasht Bozorgi; Irene Teinemaa; Marlon Dumas; Marcello La Rosa; Artem Polyvyanyy (Inf. Syst., 2023)

Discovering Changes in Cell Stability Using Process Mining: A Case Study. - Johnson Zhou; Abel Armas-Cervantes; Zahra Dasht Bozorgi; Ellen Otte; Artem Polyvyanyy (ICPM, 2024)

Linking Actor Behavior to Process Performance Over Time. - Aurélie Leribaux; Rafael Oyamada; Johannes De Smedt; Zahra Dasht Bozorgi; Artem Polyvyanyy; Jochen De Weerdt (CoRR, 2025)