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cs.LG2026
Decision-Aware Suffix Prediction and Reasoning of Business Processes
Henryk Mustroph, Stefanie Rinderle-Ma
Suffix prediction forecasts the remaining sequence of events of a running case until completion. Most approaches rely on neural networks trained on event logs, which, on average, p…
cs.LG2025
An Uncertainty-Aware ED-LSTM for Probabilistic Suffix Prediction
Henryk Mustroph, Michel Kunkler, Stefanie Rinderle-Ma
Suffix prediction of business processes forecasts the remaining sequence of events until process completion. Current approaches focus on predicting the most likely suffix, represen…