| 2026 | IDA | The Window Dilemma: Why Concept Drift Detection is Ill-Posed. | Brandon Gower-Winter, Misja Groen, Georg Krempl |
| 2025 | AAAI | Identifying Predictions That Influence the Future: Detecting Performative Concept Drift in Data Streams. | Brandon Gower-Winter, Georg Krempl, Sergey Dragomiretskiy, Tineke Jelsma, Arno Siebes |
| 2025 | IDA | Performative Drift Resistant Classification Using Generative Domain Adversarial Networks. | Maciej Makowski, Brandon Gower-Winter, Georg Krempl |
| 2021 | DIS | Statistical Analysis of Pairwise Connectivity. | Georg Krempl, Daniel Kottke, Tuan Pham |
| 2021 | IDA | Active Selection of Classification Features. | Thomas T. Kok, Rachel M. Brouwer, Ren C. W. Mandl, Hugo G. Schnack, Georg Krempl |
| 2020 | LAK | Constructing and predicting school advice for academic achievement: a comparison of item response theory and machine learning techniques. | Koen Niemeijer, Remco Feskens, Georg Krempl, Jesse Koops, Matthieu J. S. Brinkhuis |
| 2016 | ECAI | Multi-Class Probabilistic Active Learning. | Daniel Kottke, Georg Krempl, Dominik Lang, Johannes Teschner, Myra Spiliopoulou |
| 2015 | DIS | Clustering-Based Optimised Probabilistic Active Learning (COPAL). | Georg Krempl, Tuan Cuong Ha, Myra Spiliopoulou |
| 2015 | IDA | Probabilistic Active Learning in Datastreams. | Daniel Kottke, Georg Krempl, Myra Spiliopoulou |
| 2014 | DIS | Probabilistic Active Learning: Towards Combining Versatility, Optimality and Efficiency. | Georg Krempl, Daniel Kottke, Myra Spiliopoulou |
| 2014 | ECAI | Probabilistic Active Learning: A Short Proposition. | Georg Krempl, Daniel Kottke, Myra Spiliopoulou |
| 2013 | IDA | Correcting the Usage of the Hoeffding Inequality in Stream Mining. | Pawel Matuszyk, Georg Krempl, Myra Spiliopoulou |
| 2011 | ICDM | Classification in Presence of Drift and Latency. | Georg Krempl, Vera Hofer |
| 2011 | IDA | The Algorithm APT to Classify in Concurrence of Latency and Drift. | Georg Krempl |