| 2025 | BPM | A Human-in-the-Loop Approach for Improving Fairness in Predictive Business Process Monitoring. | Martin Kppel, Julian Neuberger, Felix Mhrlein, Sven Weinzierl, Martin Matzner, Stefan Jablonski |
| 2025 | BPM | FairLoop: Software Support for Human‑Centric Fairness in Predictive Business Process Monitoring. | Felix Mhrlein, Martin Kppel, Julian Neuberger, Sven Weinzierl, Lars Ackermann, Martin Matzner, Stefan Jablonski |
| 2024 | ICIS | How Risky is my AI System? A Method for Transparent Classification of AI System Descriptions by Regulated AI Risk Categories. | Sven Weinzierl, Sandra Zilker, Patrick Zschech, Mathias Kraus, Tobias Leibelt, Martin Matzner |
| 2023 | CaiSE | Predictive Recommining: Learning Relations Between Event Log Characteristics and Machine Learning Approaches for Supporting Predictive Process Monitoring. | Christoph Drodt, Sven Weinzierl, Martin Matzner, Patrick Delfmann |
| 2022 | BPM | Text-Aware Predictive Process Monitoring with Contextualized Word Embeddings. | Lena M. Cabrera, Sven Weinzierl, Sandra Zilker, Martin Matzner |
| 2021 | BPM | The Recomminder: A decision support tool for Predictive Business Process Monitoring. | Christoph Drodt, Sven Weinzierl, Martin Matzner, Patrick Delfmann |
| 2021 | BPM | Exploring Gated Graph Sequence Neural Networks for Predicting Next Process Activities. | Sven Weinzierl |
| 2020 | BPM | Prescriptive Business Process Monitoring for Recommending Next Best Actions. | Sven Weinzierl, Sebastian Dunzer, Sandra Zilker, Martin Matzner |
| 2020 | BPM | XNAP: Making LSTM-Based Next Activity Predictions Explainable by Using LRP. | Sven Weinzierl, Sandra Zilker, Jens Brunk, Kate Revoredo, Martin Matzner, Jrg Becker |
| 2020 | ICPM | Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring. | An Nguyen, Srijeet Chatterjee, Sven Weinzierl, Leo Schwinn, Martin Matzner, Bjoern M. Eskofier |