Sjoerd van Straten
PhD Candidate at Eindhoven University of Technology
Publications
2026
[6]
S. van Straten, A. Padella, M. Hassani:
Process-Aware Event Log Augmentation for Process Prediction under Labeled Data Scarcity.
In International Journal of Cooperative Information Systems, 2026.
Preprint: https://arxiv.org/abs/2610.24777
Process-Aware Event Log Augmentation for Process Prediction under Labeled Data Scarcity.
In International Journal of Cooperative Information Systems, 2026.
Preprint: https://arxiv.org/abs/2610.24777
[5]
M. Hassani, T. Verbeek, S. van Straten:
Chameleons Do Not Forget: Prompt-Based Online Continual Learning for Next Activity Prediction.
In International Journal of Cooperative Information Systems, 35(1), 2026.
DOI: 10.1142/S0218843026500036
Chameleons Do Not Forget: Prompt-Based Online Continual Learning for Next Activity Prediction.
In International Journal of Cooperative Information Systems, 35(1), 2026.
DOI: 10.1142/S0218843026500036
[4]
S. van Straten, R. Yao, M. Hassani:
Task-Free Diversity-Aware Continual Learning for Online Next Activity Prediction.
In Process Science, 3(1), 2026.
DOI: 10.1007/s44311-026-00039-7
Task-Free Diversity-Aware Continual Learning for Online Next Activity Prediction.
In Process Science, 3(1), 2026.
DOI: 10.1007/s44311-026-00039-7
[3]
S. van Straten, C. Jacob, M. Hassani:
D-TAIA: Domain-Aware LLM Adaptation for Multi-Task Predictive Process Monitoring.
In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases Workshops, 2026.
Preprint: https://arxiv.org/abs/2608.28236
D-TAIA: Domain-Aware LLM Adaptation for Multi-Task Predictive Process Monitoring.
In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases Workshops, 2026.
Preprint: https://arxiv.org/abs/2608.28236
[2]
S. van Straten, M. Hassani:
Efficient Online Continual Foundation Model Fine-Tuning for Predictive Process Monitoring.
In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases Workshops, 2026.
Preprint: https://arxiv.org/abs/2608.28237
Efficient Online Continual Foundation Model Fine-Tuning for Predictive Process Monitoring.
In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases Workshops, 2026.
Preprint: https://arxiv.org/abs/2608.28237
2025
[1]
S. van Straten, A. Padella, M. Hassani:
Leveraging Data Augmentation and Siamese Learning for Predictive Process Monitoring.
In International Conference on Cooperative Information Systems, pp. 70-87, 2025.
Best Paper Award Candidate 🥈
DOI: 10.1007/978-3-032-15538-2_5
Leveraging Data Augmentation and Siamese Learning for Predictive Process Monitoring.
In International Conference on Cooperative Information Systems, pp. 70-87, 2025.
Best Paper Award Candidate 🥈
DOI: 10.1007/978-3-032-15538-2_5