2 papers
cs.LG2026
D-TAIA: Domain-Aware LLM Adaptation for Multi-Task Predictive Process Monitoring
Sjoerd van Straten, Christine Jacob, Marwan Hassani
Predictive Process Monitoring (PPM) enables organizations to forecast future process behavior, such as the next activity and remaining time of ongoing cases. In practice, three con…
cs.LG2026
Efficient Online Continual Foundation Model Fine-Tuning for Predictive Process Monitoring
Sjoerd van Straten, Marwan Hassani
Predictive Process Monitoring (PPM) models are increasingly deployed in dynamic environments where concept drift causes the underlying process distribution to shift over time. Whil…