2 papers
cs.LG2026
GNN4PPM: Multi-Target Predictive Process Monitoring with Relational Graph Convolutional Networks
Ana Costa, Johannes Mäkelburg, Luise Pufahl
Predictive Process Monitoring (PPM) aims at predicting at runtime and as early as possible the future states of a process execution. Common tasks include predicting the next event,…
cs.LG2026
Estimating Inconsistency Response Surfaces under Uncertainty in Cyber-Physical System Development
Johannes Mäkelburg, Tim Schwabe, Maribel Acosta
Cyber-Physical Systems (CPS) are commonly represented through multiple interconnected models. During development, CPS consistency requires that shared model elements remain compati…