Mahmoud Shoush

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 11

Top Topics

Business Processes

Resource Constraints

Workflow Management Systems

Causal Inference

Top Venues

Publications

Zahra Dasht Bozorgi, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy, Mahmoud Shoush, Irene Teinemaa
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning. CoRR (2023)
Mahmoud Shoush, Marlon Dumas
Prescriptive Process Monitoring Under Resource Constraints: A Reinforcement Learning Approach. CoRR (2023)
Zahra Dasht Bozorgi, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy, Mahmoud Shoush, Irene Teinemaa
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning. CAiSE (2023)
Kateryna Kubrak, Lana Botchorishvili, Fredrik Milani, Marlon Dumas, Alexander Nolte, Mahmoud Shoush, Zhaosi Qu
Kairos: A Tool for Prescriptive Monitoring of Business Processes. ICPM Doctoral Consortium / Demo (2023)
Mahmoud Shoush
Prescriptive Monitoring of Business Processes Under Uncertainty and Resource Constraints. CAiSE (Doctoral Consortium) (2023)
Mahmoud Shoush, Marlon Dumas
Intervening With Confidence: Conformal Prescriptive Monitoring of Business Processes. PMAI@IJCAI (2023)
Mahmoud Shoush, Marlon Dumas
When to Intervene? Prescriptive Process Monitoring Under Uncertainty and Resource Constraints. BPM (Forum) (2022)
Mahmoud Shoush, Marlon Dumas
When to intervene? Prescriptive Process Monitoring Under Uncertainty and Resource Constraints. CoRR (2022)
Mahmoud Shoush, Marlon Dumas
Intervening With Confidence: Conformal Prescriptive Monitoring of Business Processes. CoRR (2022)
Mahmoud Shoush, Marlon Dumas
Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach. ICPM Workshops (2021)
Mahmoud Shoush, Marlon Dumas
Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach. CoRR (2021)