Promoting Simple Agents: Ensemble Methods for Event-Log Prediction

Benedikt Bollig, Matthias Függer, Thomas Nowak +1

We compare lightweight automata-based models (n-grams) with neural architectures (LSTM, Transformer) for next-activity prediction in streaming event logs. Experiments on synthetic…