| 2025 | ETFA | The Truth About Labels: Unveiling The Hidden Risk to Supervised Machine Learning Models. | Marcel Dix, Gianluca Manca, Alexander Fay |
| 2025 | ETFA | Automated Extraction of Conditional Causal Rules from Control Narratives Using Logic Programming and Large Language Models. | Franz C. Kunze, Gianluca Manca, Alexander Fay |
| 2025 | ETFA | Measuring the Robustness of Alarm Flood Classification Against Alarm Data Quality Issues. | Gianluca Manca, Amirhossein Najafi, Nicola Tamascelli, Franz C. Kunze, Marcel Dix, Martin Hollender, Alexander Fay, Tongwen Chen |
| 2025 | ETFA | Contextual Continuous Risk Metric for Predictive Safety Validation in Autonomous Vehicles. | Eike Mhle, Gianluca Manca, Alexander Fay |
| 2024 | ETFA | A Novel Process Plant Alarm Dataset and Methodology for Alarm Data Generation. | Gianluca Manca, Franz C. Kunze, Alexander Fay |
| 2023 | INDIN | Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data. | Marcel Dix, Gianluca Manca, Kenneth Chigozie Okafor, Reuben Borrison, Konstantin Kirchheim, Divyasheel Sharma, Chandrika K. R., Deepti Maduskar, Frank Ortmeier |
| 2023 | IECON | Explainable AI for Industrial Alarm Flood Classification Using Counterfactuals. | Gianluca Manca, Alexander Fay |
| 2022 | INDIN | Identification of Industrial Alarm Floods Using Time Series Classification and Novelty Detection. | Gianluca Manca, Alexander Fay |