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Aljaž Osojnik
Aljaž Osojnik
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Title
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Cited by
Year
Multi-label classification via multi-target regression on data streams
A Osojnik, P Panov, S Džeroski
Machine Learning 106, 745-770, 2017
682017
Tree-based methods for online multi-target regression
A Osojnik, P Panov, S Džeroski
Journal of Intelligent Information Systems 50, 315-339, 2018
312018
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
172017
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
142019
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
112016
Option predictive clustering trees for multi-target regression
A Osojnik, S Džeroski, D Kocev
Discovery Science: 19th International Conference, DS 2016, Bari, Italy …, 2016
72016
Incremental predictive clustering trees for online semi-supervised multi-target regression
A Osojnik, P Panov, S Džeroski
Machine Learning 109 (11), 2121-2139, 2020
62020
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
42019
Modeling dynamical systems with data stream mining
A Osojnik, P Panov, S Džeroski
Computer Science and Information Systems 13 (2), 453-473, 2016
42016
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
32020
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
22017
Improving Effectiveness of a Coaching System Through Preference Learning
M Znidarsic, A Osojnik, P Rupnik, B Zenko
The 14th PErvasive Technologies Related to Assistive Environments Conference …, 2021
12021
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
12019
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
12019
Structured output prediction on data streams
A Osojnik
Ph. D. thesis, Jošef Stefan International Postgraduate School, 2008
12008
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
2022
Structured Output Prediction on Data Streams: Doctoral Dissertation
A Osojnik
A. Osojnik, 2017
2017
Modeliranje dinamičnih sistemov z rudarjenjem podatkovnih tokov: magistrsko delo
A Osojnik
[A. Osojnik], 2013
2013
Polinomska prostorska zahtevnost: delo diplomskega seminarja
A Osojnik
Univerza v Ljubljani, Fakulteta za matematiko in fiziko, 2011
2011
POLINOMSKA PROSTORSKA ZAHTEVNOST
A Osojnik
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Articles 1–20