| 2013 | ICMLA | Learning from Multiple Graphs Using a Sigmoid Kernel. | Thomas Ricatte, Gemma C. Garriga, Rmi Gilleron, Marc Tommasi |
| 2012 | UAI | Spectral Estimation of Conditional Random Graph Models for Large-Scale Network Data. | Antonino Freno, Mikaela Keller, Gemma C. Garriga, Marc Tommasi |
| 2011 | ICDM | A Fixed Parameter Tractable Integer Program for Finding the Maximum Order Preserving Submatrix. | Jens Humrich, Thomas Grtner, Gemma C. Garriga |
| 2010 | SDM | Evaluating Query Result Significance in Databases via Randomizations. | Markus Ojala, Gemma C. Garriga, Aristides Gionis, Heikki Mannila |
| 2009 | ICDM | Permutation Tests for Studying Classifier Performance. | Markus Ojala, Gemma C. Garriga |
| 2009 | SDM | Randomization Techniques for Graphs. | Sami Hanhijrvi, Gemma C. Garriga, Kai Puolamki |
| 2008 | DIS | Feature Selection in Taxonomies with Applications to Paleontology. | Gemma C. Garriga, Antti Ukkonen, Heikki Mannila |
| 2008 | KDD | Banded structure in binary matrices. | Gemma C. Garriga, Esa Junttila, Heikki Mannila |
| 2007 | ICCS | Characterizing Implications of Injective Partial Orders. | Jos L. Balczar, Gemma C. Garriga |
| 2007 | ICDM | Cross-Mining Binary and Numerical Attributes. | Gemma C. Garriga, Hannes Heikinheimo, Jouni K. Seppnen |
| 2007 | IJCAI | On Mining Closed Sets in Multi-Relational Data. | Gemma C. Garriga, Roni Khardon, Luc De Raedt |