Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach. - Mahmoud Shoush; Marlon Dumas (ICPM Workshops, 2021)

When to Intervene? Prescriptive Process Monitoring Under Uncertainty and Resource Constraints. - Mahmoud Shoush; Marlon Dumas (BPM (Forum), 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 Monitoring of Business Processes Under Uncertainty and Resource Constraints. - Mahmoud Shoush (CAiSE (Doctoral Consortium), 2023)

Kairos: A Tool for Prescriptive Monitoring of Business Processes. - Kateryna Kubrak; Lana Botchorishvili; Fredrik Milani; Marlon Dumas; Alexander Nolte; Mahmoud Shoush; Zhaosi Qu (ICPM Doctoral Consortium / Demo, 2023)

Intervening With Confidence: Conformal Prescriptive Monitoring of Business Processes. - Mahmoud Shoush; Marlon Dumas (PMAI@IJCAI, 2023)

Prescriptive Process Monitoring Under Resource Constraints: A Reinforcement Learning Approach. - Mahmoud Shoush; Marlon Dumas (CoRR, 2023)

SynthGuard: Redefining Synthetic Data Generation with a Scalable and Privacy-Preserving Workflow Framework. - Eduardo Brito; Mahmoud Shoush; Kristian Tamm; Paula Etti; Liina Kamm (ARES (Workshops 2), 2025)

White box specification of intervention policies for prescriptive process monitoring. - Mahmoud Shoush; Marlon Dumas (Data Knowl. Eng., 2025)