Promoting Simple Agents: Ensemble Methods for Event-Log Prediction
arXiv:2604.21629v1 Announce Type: cross
Abstract: We compare lightweight automata-based models (n-grams) with neural architectures (LSTM, Transformer) for next-activity prediction in streaming event logs. Experiments on synthetic patterns and five rea…