| Multi-label classification via multi-target regression on data streams A Osojnik, P Panov, S Džeroski Machine Learning 106 (6), 745-770, 2017 | 106 | 2017 |
| Tree-based methods for online multi-target regression A Osojnik, P Panov, S Džeroski Journal of Intelligent Information Systems 50 (2), 315-339, 2018 | 49 | 2018 |
| Predicting thermal power consumption of the Mars Express satellite with machine learning M Breskvar, D Kocev, J Levatić, A Osojnik, M Petković, N Simidjievski, ... 2017 6th International conference on space mission challenges for …, 2017 | 20 | 2017 |
| Machine learning for predicting thermal power consumption of the mars express spacecraft M Petković, R Boumghar, M Breskvar, S Džeroski, D Kocev, J Levatić, ... IEEE Aerospace and Electronic Systems Magazine 34 (7), 46-60, 2019 | 19 | 2019 |
| Incremental predictive clustering trees for online semi-supervised multi-target regression A Osojnik, P Panov, S Džeroski Machine Learning 109 (11), 2121-2139, 2020 | 12 | 2020 |
| Comparison of tree-based methods for multi-target regression on data streams A Osojnik, P Panov, S Džeroski International Workshop on New Frontiers in Mining Complex Patterns, 17-31, 2015 | 11 | 2015 |
| Option predictive clustering trees for multi-target regression A Osojnik, S Džeroski, D Kocev International Conference on Discovery Science, 118-133, 2016 | 10 | 2016 |
| Multi-label classification via multi-target regression on data streams A Osojnik, P Panov, S Džeroski International Conference on Discovery Science, 170-185, 2015 | 7 | 2015 |
| Machine-learning ready data on the thermal power consumption of the Mars Express Spacecraft M Petković, L Lucas, J Levatić, M Breskvar, T Stepišnik, A Kostovska, ... Scientific Data 9 (1), 229, 2022 | 6 | 2022 |
| Modeling dynamical systems with data stream mining A Osojnik, P Panov, S Džeroski Computer Science and Information Systems 13 (2), 453-473, 2016 | 6 | 2016 |
| Option predictive clustering trees for multi-target regression T Stepišnik, A Osojnik, S Džeroski, D Kocev Computer Science and Information Systems 17 (2), 459-486, 2020 | 5 | 2020 |
| Multi-criteria Modelling Approach for Ambient Assisted Coaching of Senior Adults. M Znidarsic, B Zenko, A Osojnik, M Bohanec, P Panov, H Burger, ... KEOD, 87-93, 2019 | 5 | 2019 |
| Utilizing hierarchies in tree-based online structured output prediction A Osojnik, P Panov, S Džeroski International Conference on Discovery Science, 87-95, 2019 | 4 | 2019 |
| Predicting thermal power consumption of the Mars Express satellite with data stream mining B Stevanoski, D Kocev, A Osojnik, I Dimitrovski, S Džeroski International Conference on Discovery Science, 186-201, 2019 | 3 | 2019 |
| Structured output prediction on data streams A Osojnik PhD thesis, Ph. D. thesis, Joºef Stefan International Postgraduate School, 2017 | 3 | 2017 |
| iSOUP-SymRF: Symbolic feature ranking with random forests in online multi-target regression and multi-label classification A Osojnik, P Panov, S Džeroski Machine Learning 114 (2), 34, 2025 | 2 | 2025 |
| iSOUP-SymRF: Symbolic feature ranking with random forests in online multi-target regression A Osojnik, P Panov, S Džeroski International Conference on Discovery Science, 48-63, 2023 | 2 | 2023 |
| Data stream mining for predicting the thermal power consumption of the Mars Express spacecraft B Stevanoski, D Kocev, A Osojnik, I Dimitrovski, S Džeroski Acta Astronautica 210, 411-427, 2023 | 2 | 2023 |
| Other advanced research initiatives in elderly care and fragility prevention G Andreoni, E Konstantinidis, D Petsani, P Bamidis, D Gatsios, DI Fotiadis, ... Digital Health Technology for Better Aging: A multidisciplinary approach …, 2021 | 2 | 2021 |
| Option predictive clustering trees for hierarchical multi-label classification T Stepišnik Perdih, A Osojnik, S Džeroski, D Kocev International Conference on Discovery Science, 116-123, 2017 | 2 | 2017 |
Saso DzeroskiJozef Stefan Institute, Dept. of Knowledge TechnologiesVerified email at ijs.si
