Mahmoud Shoush

16 papers A 1Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Supporting Analysts and Managers to Utilize Prescriptive Process Monitoring: A User Interface Design and Evaluation.
ACM Trans. Manag. Inf. Syst.
Kateryna Kubrak, Fredrik Milani, Alexander Nolte, Lana Botchorishvili, Marlon Dumas, Mahmoud Shoush
2025 J jnl
Prescriptive Process Monitoring Under Resource Constraints: A Reinforcement Learning Approach.
Künstliche Intell.
Mahmoud Shoush, Marlon Dumas
2025 — conf
SynthGuard: Redefining Synthetic Data Generation with a Scalable and Privacy-Preserving Workflow Framework.
ARES (Workshops 2)
Eduardo Brito, Mahmoud Shoush, Kristian Tamm, Paula Etti, Liina Kamm
2025 J jnl
SynthGuard: Redefining Synthetic Data Generation with a Scalable and Privacy-Preserving Workflow Framework.
CoRR
Eduardo Brito, Mahmoud Shoush, Kristian Tamm, Paula Etti, Liina Kamm
2025 J jnl
White box specification of intervention policies for prescriptive process monitoring.
Data Knowl. Eng.
Mahmoud Shoush, Marlon Dumas
2023 — conf
Intervening With Confidence: Conformal Prescriptive Monitoring of Business Processes.
PMAI@IJCAI
Mahmoud Shoush, Marlon Dumas
2023 — conf
Kairos: A Tool for Prescriptive Monitoring of Business Processes.
ICPM Doctoral Consortium / Demo
Kateryna Kubrak, Lana Botchorishvili, Fredrik Milani, Marlon Dumas, Alexander Nolte, Mahmoud Shoush, Zhaosi Qu
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 — conf
Prescriptive Monitoring of Business Processes Under Uncertainty and Resource Constraints.
CAiSE (Doctoral Consortium)
Mahmoud Shoush
2023 J jnl
Prescriptive Process Monitoring Under Resource Constraints: A Reinforcement Learning Approach.
CoRR
Mahmoud Shoush, Marlon Dumas
2022 J jnl
Intervening With Confidence: Conformal Prescriptive Monitoring of Business Processes.
CoRR
Mahmoud Shoush, Marlon Dumas
2022 — conf
When to Intervene? Prescriptive Process Monitoring Under Uncertainty and Resource Constraints.
BPM (Forum)
Mahmoud Shoush, Marlon Dumas
2022 J jnl
When to intervene? Prescriptive Process Monitoring Under Uncertainty and Resource Constraints.
CoRR
Mahmoud Shoush, Marlon Dumas
2021 — conf
Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach.
ICPM Workshops
Mahmoud Shoush, Marlon Dumas
2021 J jnl
Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach.
CoRR
Mahmoud Shoush, Marlon Dumas