Prescriptive process monitoring under resource constraints: a causal inference approach M Shoush, M Dumas
International Conference on Process Mining, 180-193, 2021
29 2021 When to intervene? prescriptive process monitoring under uncertainty and resource constraints M Shoush, M Dumas
International Conference on Business Process Management, 207-223, 2022
19 2022 D2IA: User-defined interval analytics on distributed streams A Awad, R Tommasini, S Langhi, M Kamel, E Della Valle, S Sakr
Information Systems 104, 101679, 2022
9 2022 Learning when to treat business processes: Prescriptive process monitoring with causal inference and reinforcement learning ZD Bozorgi, M Dumas, ML Rosa, A Polyvyanyy, M Shoush, I Teinemaa
International Conference on Advanced Information Systems Engineering, 364-380, 2023
6 2023 D IA: Stream Analytics on User-Defined Event Intervals A Awad, R Tommasini, M Kamel, E Della Valle, S Sakr
Advanced Information Systems Engineering: 31st International Conference …, 2019
5 2019 Intervening with confidence: Conformal prescriptive monitoring of business processes M Shoush, M Dumas
arXiv preprint arXiv:2212.03710, 2022
2 2022 Prescriptive Process Monitoring Under Resource Constraints: A Reinforcement Learning Approach M Shoush, M Dumas
arXiv preprint arXiv:2307.06564, 2023
2023 Kairos: A Tool for Prescriptive Monitoring of Business Processes K Kubrak, L Botchorishvili, F Milani, M Dumas, A Nolte, M Shoush, Z Qu
2023 Prescriptive Monitoring of Business Processes Under Uncertainty and Resource Constraints M Shoush
2022