| 2022 | IGARSS | Crop Type Prediction Across Countries and Years: Slovenia, Denmark and the Netherlands. | Elena Merdjanovska, Ivan Kitanovski, Ziga Kokalj, Ivica Dimitrovski, Dragi Kocev |
| 2020 | GECCO | Performance2vec: a step further in explainable stochastic optimization algorithm performance. | Tome Eftimov, Gorjan Popovski, Dragi Kocev, Peter Korosec |
| 2020 | ISMIS | Hyperbolic Embeddings for Hierarchical Multi-label Classification. | Tomaz Stepisnik, Dragi Kocev |
| 2020 | ISMIS | Multivariate Predictive Clustering Trees for Classification. | Tomaz Stepisnik, Dragi Kocev |
| 2019 | DIS | Ensemble-Based Feature Ranking for Semi-supervised Classification. | Matej Petkovic, Saso Dzeroski, Dragi Kocev |
| 2019 | DIS | Predicting Thermal Power Consumption of the Mars Express Satellite with Data Stream Mining. | Bozhidar Stevanoski, Dragi Kocev, Aljaz Osojnik, Ivica Dimitrovski, Saso Dzeroski |
| 2018 | DIS | Feature Ranking with Relief for Multi-label Classification: Does Distance Matter? | Matej Petkovic, Dragi Kocev, Saso Dzeroski |
| 2017 | AIME | Modelling Time-Series of Glucose Measurements from Diabetes Patients Using Predictive Clustering Trees. | Mate Bestek, Dragi Kocev, Saso Dzeroski, Andrej Brodnik, Rade Iljaz |
| 2017 | DIS | Multi-label Classification Using Random Label Subset Selections. | Martin Breskvar, Dragi Kocev, Saso Dzeroski |
| 2017 | DIS | Option Predictive Clustering Trees for Hierarchical Multi-label Classification. | Tomaz Stepisnik Perdih, Aljaz Osojnik, Saso Dzeroski, Dragi Kocev |
| 2017 | DIS | Feature Ranking for Multi-target Regression with Tree Ensemble Methods. | Matej Petkovic, Saso Dzeroski, Dragi Kocev |
| 2017 | IDA | Predictive Clustering Trees for Hierarchical Multi-Target Regression. | Vanja Mileski, Saso Dzeroski, Dragi Kocev |
| 2016 | DIS | Option Predictive Clustering Trees for Multi-target Regression. | Aljaz Osojnik, Saso Dzeroski, Dragi Kocev |
| 2015 | DIS | Ensembles of Extremely Randomized Trees for Multi-target Regression. | Dragi Kocev, Michelangelo Ceci |
| 2015 | IDEAL | Web Genre Classification via Hierarchical Multi-label Classification. | Gjorgji Madjarov, Vedrana Vidulin, Ivica Dimitrovski, Dragi Kocev |
| 2013 | DIS | Fast and Scalable Image Retrieval Using Predictive Clustering Trees. | Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski |
| 2010 | ICPR | Detection of Visual Concepts and Annotation of Images Using Ensembles of Trees for Hierarchical Multi-Label Classification. | Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski |