Transformer for Predictive and Prescriptive Process Monitoring in IT Service Management (Extended Abstract). - Marc C. Hennig (ICPM Doctoral Consortium / Demo, 2022)

Leveraging Exogeneous Data for the Predictive Monitoring of IT Service Management Processes. - Marc C. Hennig (RCIS, 2023)

Transformer-based Prediction of IoT-Events. - Adrian Rumpel; Marc C. Hennig; Rainer Schmidt 001 (RCIS (Research Projects), 2023)

Empirical Insights into Context-Aware Process Predictions: Model Selection and Context Integration. - Marc C. Hennig (CAiSE Workshops, 2024)

Towards Accurate Predictions in ITSM: A Study on Transformer-Based Predictive Process Monitoring. - Marc C. Hennig (ICPM Workshops, 2024)

Leveraging Temporal Graphs for Enhancing Transformer-Based Predictive Process Monitoring. - Marc C. Hennig; Rainer Schmidt 001 (BPM, 2025)