1 citations · 1 across the 3 of their papers we have counts for
3 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…
cs.LG2026★ 1 cited
Chameleons do not Forget: Prompt-Based Online Continual Learning for Next Activity Prediction
Marwan Hassani, Tamara Verbeek, Sjoerd van Straten
Predictive process monitoring (PPM) focuses on predicting future process trajectories, including next activity predictions. This is crucial in dynamic environments where processes…