Scholar
Mahmoud Shoush
Google Scholar ID: Jw4rBlkAAAAJ
University of Tartu
Citations & Impact
Citations
143
H-index
5
i10-index
5
Publications
12
Co-authors
0
Contact
Publications
Resume
Academic Achievements
- - SynthGuard: Redefining Synthetic Data Generation with a Scalable and Privacy-Preserving Workflow Framework, Book chapter, 2025
- - Prescriptive Process Monitoring Under Resource Constraints: A Reinforcement Learning Approach, KI - Künstliche Intelligenz, Journal article, 2025.06
- - White box specification of intervention policies for prescriptive process monitoring, Data & Knowledge Engineering, Journal article, 2025.01
- - Kairos: A Tool for Prescriptive Monitoring of Business Processes, Journal article, 2023
- - Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning, International Conference on Advanced Information Systems Engineering, Conference paper, 2023
- - Prescriptive Process Monitoring Under Resource Constraints: A Reinforcement Learning Approach, arXiv preprint, Journal article, 2023
- - D2IA: User-defined interval analytics on distributed streams, Information Systems, Journal article, 2022
Research Experience
- - Junior Research Fellow of Information Systems, University of Tartu, 2020-ongoing
- - Data Scientist, University of Tartu, 2020.01-2020.08
- - Research Assistant (Data Systems Lab), University of Tartu, 2018.09-2019.02
- - Research Assistant (Cloud computing and Big Data Lab), Electronic Research Institute, Cairo, Egypt, 2016.04-2018.08
Education
- - MSc, Data Science, Tartu Ülikooli Tehnoloogia instituut, 2018-present
- - Bachelor, Computer science and engineering, Menoufia University, 2010-2014