Mahmoud Shoush

1. Prescriptive Process Monitoring Under Resource Constraints: A Reinforcement Learning Approach
   2023/07/13 by Mahmoud Shoush, Marlon Dumas, Shoush, Mahmoud +1 · 3 citations
   Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Supply Chain and Inventory Management
2. Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach
   2021/09/07 by Mahmoud Shoush, Shoush, Mahmoud, Marlon Dumas +1 · 2 citations
   Business, Management and Accounting · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scheduling and Optimization Algorithms #Software System Performance and Reliability
3. When to intervene? Prescriptive Process Monitoring Under Uncertainty and Resource Constraints
   2022/06/15 by Mahmoud Shoush, Shoush, Mahmoud, Marlon Dumas +1 · 2 citations
   Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning
   2023/03/07 by Zahra Dasht Bozorgi, Bozorgi, Zahra Dasht, Marlon Dumas +9 · 2 citations
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
5. Intervening With Confidence: Conformal Prescriptive Monitoring of Business Processes
   2022/12/07 by Mahmoud Shoush, Marlon Dumas, Shoush, Mahmoud +1 · 2 citations
   Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research