Martin Käppel

2026

• Käppel M., Weinzierl S., Ackermann L., Matzner M., Jablonski S.:
  Improving next process activity prediction with scarce event log data using data augmentation with large language models
  In: Information Systems 140 (2026), Article No.: 102717
  ISSN: 0306-4379
  DOI: 10.1016/j.is.2026.102717
  BibTeX: Download
• Weinzierl S., Zilker S., Ließmann A., Käppel M., Wang W., Matzner M.:
  Correction: From Source to Target: Leveraging Transfer Learning for Predictive Process Monitoring in Organizations (Business & Information Systems Engineering, (2025), 10.1007/s12599-025-00969-9)
  In: Business & Information Systems Engineering (2026)
  ISSN: 1867-0202
  DOI: 10.1007/s12599-026-00988-0
  BibTeX: Download

2025

• Weinzierl S., Zilker S., Ließmann A., Käppel M., Wang W., Matzner M.:
  From source to target: Leveraging transfer learning for predictive process monitoring in organizations
  In: Business & Information Systems Engineering (2025)
  ISSN: 1867-0202
  DOI: 10.1007/s12599-025-00969-9
  BibTeX: Download

2026

• Käppel M., Neuberger J., Möhrlein F., Weinzierl S., Matzner M., Jablonski S.:
  A Human-in-the-Loop Approach for Improving Fairness in Predictive Business Process Monitoring
  23rd International Conference on Business Process Management, BPM 2025 (Seville, 31. August 2025 - 5. September 2025)
  In: Arik Senderovich, Cristina Cabanillas, Irene Vanderfeesten, Hajo A. Reijers (ed.): Lecture Notes in Computer Science 2026
  DOI: 10.1007/978-3-032-02867-9_21
  BibTeX: Download

2025

• Käppel M., Neuberger J., Weinzierl S., Möhrlein F., Matzner M., Jablonski S.:
  A Human-In-The-Loop Approach for Improving Fairness in Predictive Business Process Monitoring
  DOI: 10.1007/978-3-032-02867-9_21
  BibTeX: Download
• Möhrlein F., Käppel M., Neuberger J., Weinzierl S., Ackermann L., Matzner M., Jablonski S.:
  FairLoop: Software Support for Human-Centric Fairness in Predictive Business Process Monitoring
  BibTeX: Download

2024

• Ackermann L., Käppel M., Marcus L., Moder L., Dunzer S., Hornsteiner M., Ließmann A., Zisgen Y., Empl P., Herm LV., Neis N., Neuberger J., Schaschek M., Weinzierl S., Wörderhoff N., Jablonski S., Koschmider A., Kratsch W., Matzner M., Rinderle-Ma S., Röglinger M., Schönig S., Winkelmann A.:
  Recent Advances in Data-Driven Business Process Management
  (2024)
  Open Access: https://arxiv.org/abs/2406.01786
  URL: https://arxiv.org/abs/2406.01786
  BibTeX: Download
  (online publication)