2 papers
cs.LG2026
Probabilistic Forecasting of Business Process Executions with Neural Temporal Point Processes
Jiaxin Yuan, Daniela Grigori, Han van der Aa
Operators of service-based systems act on forecasts of how a running execution will continue, and such a forecast is actionable only if its reliability is known. Mainstream deep-le…
cs.AI2025
Predictive Process Monitoring Using Object-centric Graph Embeddings
Wissam Gherissi, Mehdi Acheli, Joyce El Haddad +1
Object-centric predictive process monitoring explores and utilizes object-centric event logs to enhance process predictions. The main challenge lies in extracting relevant informat…