| 2017 | AIME | Convolutional Neural Networks for the Identification of Regions of Interest in PET Scans: A Study of Representation Learning for Diagnosing Alzheimer's Disease. | Andreas Karwath, Markus Hubrich, Stefan Kramer |
| 2015 | DSAA | Modeling recurrent distributions in streams using possible worlds. | Michael Geilke, Andreas Karwath, Stefan Kramer |
| 2014 | DSAA | A probabilistic condensed representation of data for stream mining. | Michael Geilke, Andreas Karwath, Stefan Kramer |
| 2014 | SAC | Structural clustering of millions of molecular graphs. | Madeleine Seeland, Andreas Karwath, Stefan Kramer |
| 2014 | SAC | Extracting information from support vector machines for pattern-based classification. | Madeleine Seeland, Andreas Maunz, Andreas Karwath, Stefan Kramer |
| 2013 | ICDM | Online Estimation of Discrete Densities. | Michael Geilke, Eibe Frank, Andreas Karwath, Stefan Kramer |
| 2012 | KDD | A structural cluster kernel for learning on graphs. | Madeleine Seeland, Andreas Karwath, Stefan Kramer |
| 2010 | ICRA | Mapping indoor environments based on human activity. | Slawomir Grzonka, Frederic Dijoux, Andreas Karwath, Wolfram Burgard |
| 2009 | CIDM | Large-scale attribute selection using wrappers. | Martin Gtlein, Eibe Frank, Mark Hall, Andreas Karwath |
| 2009 | ILP | ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries. | Hannes Schulz, Kristian Kersting, Andreas Karwath |
| 2008 | ICDM | Boosting Relational Sequence Alignments. | Andreas Karwath, Kristian Kersting, Niels Landwehr |
| 2006 | ILP | Relational Sequence Alignments and Logos. | Andreas Karwath, Kristian Kersting |
| 2005 | DIS | CLASSIC'CL: An Integrated ILP System. | Christian Stolle, Andreas Karwath, Luc De Raedt |
| 2004 | DIS | Predictive Graph Mining. | Andreas Karwath, Luc De Raedt |
| 2001 | ILP | An Automated ILP Server in the Field of Bioinformatics. | Andreas Karwath, Ross D. King |
| 2000 | KDD | Genome scale prediction of protein functional class from sequence using data mining. | Ross D. King, Andreas Karwath, Amanda Clare, Luc Dehaspe |