EHHN is a heterogeneous hypergraph network with dual micro-spatial and macro-evolution streams that achieves top accuracy and F1 on four OCEL benchmarks while cutting GPU memory use by up to 24x versus graph baselines.
Predictive object-centric process monitoring,
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EHHN: An Event-driven Heterogeneous Hypergraph Network for Object-Centric Next Activity Prediction
EHHN is a heterogeneous hypergraph network with dual micro-spatial and macro-evolution streams that achieves top accuracy and F1 on four OCEL benchmarks while cutting GPU memory use by up to 24x versus graph baselines.