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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.MA2026
From Global Policies to Local Strategies: Multi-Objective Optimization of Resource-Specific Handover Policies
Lukas Kirchdorfer, Artemis Doumeni, Han van der Aa +1
Efficient resource allocation is a key challenge in business process management, with direct implications for cost, throughput time, and utilization. While recent Reinforcement Lea…