| Multi-label classification via multi-target regression on data streams A Osojnik, P Panov, S Džeroski Machine Learning 106, 745-770, 2017 | 95 | 2017 |
| Tree-based methods for online multi-target regression A Osojnik, P Panov, S Džeroski Journal of Intelligent Information Systems 50, 315-339, 2018 | 42 | 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 | 19 | 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 | 18 | 2019 |
| Comparison of tree-based methods for multi-target regression on data streams A Osojnik, P Panov, S Džeroski New Frontiers in Mining Complex Patterns: 4th International Workshop, NFMCP …, 2016 | 11 | 2016 |
| Incremental predictive clustering trees for online semi-supervised multi-target regression A Osojnik, P Panov, S Džeroski Machine Learning 109 (11), 2121-2139, 2020 | 9 | 2020 |
| Option predictive clustering trees for multi-target regression A Osojnik, S Džeroski, D Kocev Discovery Science: 19th International Conference, DS 2016, Bari, Italy …, 2016 | 9 | 2016 |
| 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 |
| 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 | 4 | 2019 |
| 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 | 3 | 2022 |
| 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 | 3 | 2020 |
| Predicting thermal power consumption of the Mars Express satellite with data stream mining B Stevanoski, D Kocev, A Osojnik, I Dimitrovski, S Džeroski Discovery Science: 22nd International Conference, DS 2019, Split, Croatia …, 2019 | 3 | 2019 |
| Utilizing hierarchies in tree-based online structured output prediction A Osojnik, P Panov, S Džeroski Discovery Science: 22nd International Conference, DS 2019, Split, Croatia …, 2019 | 3 | 2019 |
| Option predictive clustering trees for hierarchical multi-label classification T Stepišnik Perdih, A Osojnik, S Džeroski, D Kocev Discovery Science: 20th International Conference, DS 2017, Kyoto, Japan …, 2017 | 2 | 2017 |
| Structured output prediction on data streams A Osojnik Ph. D. thesis, Joșef Stefan International Postgraduate School, 2008 | 2 | 2008 |
| Improving Effectiveness of a Coaching System Through Preference Learning M Znidarsic, A Osojnik, P Rupnik, B Zenko Proceedings of the 14th PErvasive Technologies Related to Assistive …, 2021 | 1 | 2021 |
| 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 | | 2023 |
| Check for updates M Regression, A Osojnik, P Panov, S Džeroski Discovery Science: 26th International Conference, DS 2023, Porto, Portugal …, 2023 | | 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 | | 2023 |
| Structured Output Prediction on Data Streams: Doctoral Dissertation A Osojnik A. Osojnik, 2017 | | 2017 |
Saso DzeroskiJozef Stefan Institute, Dept. of Knowledge TechnologiesVerified email at ijs.si
