PGTNet: A Process Graph Transformer Network for Remaining Time Prediction of Business Process Instances

Keyvan Amiri Elyasi, Han van der Aa, Heiner Stuckenschmidt

We present PGTNet, an approach that transforms event logs into graph datasets and leverages graph-oriented data for training Process Graph Transformer Networks to predict the remai…