Lupin: A llm approach for activity suffix prediction in business process event logs

V Pasquadibisceglie, A Appice… - 2024 6th International …, 2024 - ieeexplore.ieee.org
Forecasting future states of running process instances is one of the main challenges of
Predictive Process Monitoring (PPM). Several deep learning approaches have recently …

[HTML][HTML] VERONA: A python library for benchmarking deep learning in business process monitoring

P Gamallo-Fernandez, E Rama-Maneiro, JC Vidal… - SoftwareX, 2024 - Elsevier
Predictive process monitoring is a subfield of process mining that focuses on predicting the
future behavior of real-world processes, anticipating constraint violations and bottlenecks …

Towards Learning the Optimal Sampling Strategy for Suffix Prediction in Predictive Monitoring

E Rama-Maneiro, F Patrizi, J Vidal, M Lama - International Conference on …, 2024 - Springer
Predictive monitoring is a subfield of process mining which focuses on forecasting the
evolution of an ongoing process case. A related main challenge is activity suffix prediction …