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cs.SE2025
What's Coming Next? Short-Term Simulation of Business Processes from Current State
Maksym Avramenko, David Chapela-Campa, Marlon Dumas +1
Business process simulation is an approach to evaluate business process changes prior to implementation. Existing methods in this field primarily support tactical decision-making,…
cs.LG2025
How Will My Business Process Unfold? Predicting Case Suffixes With Start and End Timestamps
Muhammad Awais Ali, Marlon Dumas, Fredrik Milani
Predictive process monitoring supports operational decision-making by forecasting future states of ongoing business cases. A key task is case suffix prediction, which estimates the…