| 2025 | GECCO | Geometric Learning in Black-Box Optimization: A GNN Framework for Algorithm Performance Prediction. | Ana Kostovska, Carola Doerr, Saso Dzeroski, Pance Panov, Tome Eftimov |
| 2023 | DIS | iSOUP-SymRF: Symbolic Feature Ranking with Random Forests in Online Multi-target Regression. | Aljaz Osojnik, Pance Panov, Saso Dzeroski |
| 2021 | GECCO | OPTION: optimization algorithm benchmarking ontology. | Ana Kostovska, Diederick Vermetten, Carola Doerr, Saso Dzeroski, Pance Panov, Tome Eftimov |
| 2020 | DIS | Semantic Description of Data Mining Datasets: An Ontology-Based Annotation Schema. | Ana Kostovska, Saso Dzeroski, Pance Panov |
| 2020 | DIS | Semantic Annotation of Predictive Modelling Experiments. | Ilin Tolovski, Saso Dzeroski, Pance Panov |
| 2019 | DIS | Neurodegenerative Disease Data Ontology. | Ana Kostovska, Ilin Tolovski, Fatima S. Maikore, Larisa N. Soldatova, Pance Panov |
| 2019 | DIS | Utilizing Hierarchies in Tree-Based Online Structured Output Prediction. | Aljaz Osojnik, Pance Panov, Saso Dzeroski |
| 2019 | IC3K | Multi-criteria Modelling Approach for Ambient Assisted Coaching of Senior Adults. | Martin Znidarsic, Bernard Zenko, Aljaz Osojnik, Marko Bohanec, Pance Panov, Helena Burger, Zlatko Matjacic, Mojca Debeljak |
| 2016 | DIS | A Comparison of Different Data Transformation Approaches in the Feature Ranking Context. | Matej Petkovic, Pance Panov, Saso Dzeroski |
| 2015 | DIS | Multi-label Classification via Multi-target Regression on Data Streams. | Aljaz Osojnik, Pance Panov, Saso Dzeroski |
| 2013 | DIS | OntoDM-KDD: Ontology for Representing the Knowledge Discovery Process. | Pance Panov, Larisa N. Soldatova, Saso Dzeroski |
| 2009 | DIS | Towards an Ontology of Data Mining Investigations. | Pance Panov, Larisa N. Soldatova, Saso Dzeroski |
| 2008 | ICDM | OntoDM: An Ontology of Data Mining. | Pance Panov, Saso Dzeroski, Larisa N. Soldatova |
| 2007 | IDA | Combining Bagging and Random Subspaces to Create Better Ensembles. | Pance Panov, Saso Dzeroski |
| 2006 | DIS | Itemset Support Queries Using Frequent Itemsets and Their Condensed Representations. | Taneli Mielikinen, Pance Panov, Saso Dzeroski |