3 papers
cs.LG2026
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…
cs.AI2026
Agentic Business Process Management Systems
Marlon Dumas, Fredrik Milani, David Chapela-Campa
Since the early 90s, the evolution of the Business Process Management (BPM) discipline has been punctuated by successive waves of automation technologies. Some of these technologie…
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,…