| 2017 | DIS | Evaluation of Different Heuristics for Accommodating Asymmetric Loss Functions in Regression. | Andrei Tolstikov, Frederik Janssen, Johannes Frnkranz |
| 2017 | Mobiquitous | Capturing Daily Student Life by Recognizing Complex Activities Using Smartphones. | Christian Meurisch, Artur Gogel, Benedikt Schmidt, Timo Nolle, Frederik Janssen, Immanuel Schweizer, Max Mhlhuser |
| 2016 | DIS | Predicting Cargo Train Failures: A Machine Learning Approach for a Lightweight Prototype. | Sebastian Kauschke, Johannes Frnkranz, Frederik Janssen |
| 2016 | DIS | Shorter Rules Are Better, Aren't They? | Julius Stecher, Frederik Janssen, Johannes Frnkranz |
| 2016 | DIS | DeepRED - Rule Extraction from Deep Neural Networks. | Jan Ruben Zilke, Eneldo Loza Menca, Frederik Janssen |
| 2015 | ICML | Event-based Clustering for Reducing Labeling Costs of Incident-Related Microposts. | Axel Schulz, Petar Ristoski, Johannes Frnkranz, Frederik Janssen |
| 2015 | ICWSM | Event-Based Clustering for Reducing Labeling Costs of Event-related Microposts. | Axel Schulz, Frederik Janssen, Petar Ristoski, Johannes Frnkranz |
| 2014 | DIS | Stacking Label Features for Learning Multilabel Rules. | Eneldo Loza Menca, Frederik Janssen |
| 2011 | IJCAI | Heuristic Rule-Based Regression via Dynamic Reduction to Classification. | Frederik Janssen, Johannes Frnkranz |
| 2009 | SDM | A Re-evaluation of the Over-Searching Phenomenon in Inductive Rule Learning. | Frederik Janssen, Johannes Frnkranz |
| 2008 | DIS | An Empirical Investigation of the Trade-Off between Consistency and Coverage in Rule Learning Heuristics. | Frederik Janssen, Johannes Frnkranz |
| 2007 | ICDM | On Meta-Learning Rule Learning Heuristics. | Frederik Janssen, Johannes Frnkranz |