| 2021 | DIS | Unsupervised Feature Ranking via Attribute Networks. | Urh Primozic, Blaz Skrlj, Saso Dzeroski, Matej Petkovic |
| 2021 | ICDM | Compressibility of Distributed Document Representations. | Blaz Skrlj, Matej Petkovic |
| 2020 | ECAI | Feature Importance Estimation with Self-Attention Networks. | Blaz Skrlj, Saso Dzeroski, Nada Lavrac, Matej Petkovic |
| 2020 | ISMIS | Estimating the Importance of Relational Features by Using Gradient Boosting. | Matej Petkovic, Michelangelo Ceci, Kristian Kersting, Saso Dzeroski |
| 2019 | DIS | Ensemble-Based Feature Ranking for Semi-supervised Classification. | Matej Petkovic, Saso Dzeroski, Dragi Kocev |
| 2018 | DIS | Feature Ranking with Relief for Multi-label Classification: Does Distance Matter? | Matej Petkovic, Dragi Kocev, Saso Dzeroski |
| 2017 | DIS | Feature Ranking for Multi-target Regression with Tree Ensemble Methods. | Matej Petkovic, Saso Dzeroski, Dragi Kocev |
| 2016 | DIS | A Comparison of Different Data Transformation Approaches in the Feature Ranking Context. | Matej Petkovic, Pance Panov, Saso Dzeroski |