Author

Ana Costa

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#machine learning Preprint Sep 2026

GNN4PPM: Multi-Target Predictive Process Monitoring with Relational Graph Convolutional Networks

GNN4PPM is introduced, an approach that predicts all next events along with their complete data payload at once and represents event information in a heterogeneous knowledge graph that captures the event log as an RDF semantics, and train the embeddings with a Relational Graph Convolutional Network (R-GCN).

Ana Costa, Johannes Mäkelburg, L. Pufahl · 0 citations