| 2021 | KES | Optimal Relocation of Medical Procedures Under the Covid-19 Regime: an Urology Case Study. | Alina Powala, Adam Woznica |
| 2012 | KDD | Model mining for robust feature selection. | Adam Woznica, Phong Nguyen, Alexandros Kalousis |
| 2010 | ICDM | Adaptive Distances on Sets of Vectors. | Adam Woznica, Alexandros Kalousis |
| 2010 | PAKDD | A New Framework for Dissimilarity and Similarity Learning. | Adam Woznica, Alexandros Kalousis |
| 2010 | PAKDD | Adaptive Matching Based Kernels for Labelled Graphs. | Adam Woznica, Alexandros Kalousis, Melanie Hilario |
| 2007 | ICML | Learning to combine distances for complex representations. | Adam Woznica, Alexandros Kalousis, Melanie Hilario |
| 2006 | ICDM | Distances and (Indefinite) Kernels for Sets of Objects. | Adam Woznica, Alexandros Kalousis, Melanie Hilario |
| 2006 | PAKDD | Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints. | Adam Woznica, Alexandros Kalousis, Melanie Hilario |
| 2005 | PAKDD | Kernels over Relational Algebra Structures. | Adam Woznica, Alexandros Kalousis, Melanie Hilario |