| 2012 | ECAI | WissKI: A Virtual Research Environment for Cultural Heritage. | Martin Scholz, Guenther Goerz |
| 2009 | KDD | Improving clustering stability with combinatorial MRFs. | Ron Bekkerman, Martin Scholz, Krishnamurthy Viswanathan |
| 2009 | KDD | Feature shaping for linear SVM classifiers. | George Forman, Martin Scholz, Shyamsundar Rajaram |
| 2009 | KDD | Mind the gaps: weighting the unknown in large-scale one-class collaborative filtering. | Rong Pan, Martin Scholz |
| 2008 | CIKM | Data weaving: scaling up the state-of-the-art in data clustering. | Ron Bekkerman, Martin Scholz |
| 2008 | ICDM | One-Class Collaborative Filtering. | Rong Pan, Yunhong Zhou, Bin Cao, Nathan Nan Liu, Rajan M. Lukose, Martin Scholz, Qiang Yang |
| 2007 | PSB | Setup X - A Public Study Design Database for Metabolomic Projects. | Martin Scholz, Oliver Fiehn |
| 2006 | KDD | YALE: rapid prototyping for complex data mining tasks. | Ingo Mierswa, Michael Wurst, Ralf Klinkenberg, Martin Scholz, Timm Euler |
| 2005 | ICDM | On the Tractability of Rule Discovery from Distributed Data. | Martin Scholz |
| 2005 | KDD | Sampling-based sequential subgroup mining. | Martin Scholz |
| 2002 | GI | The MiningMart Approach. | Katharina Morik, Martin Scholz |