Aljaž Osojnik
Aljaž Osojnik
Verified email at ijs.si
Title
Cited by
Cited by
Year
Multi-label classification via multi-target regression on data streams
A Osojnik, P Panov, S Džeroski
Machine Learning 106 (6), 745-770, 2017
542017
Tree-based methods for online multi-target regression
A Osojnik, P Panov, S Džeroski
Journal of Intelligent Information Systems 50 (2), 315-339, 2018
172018
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
132017
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
92015
Option predictive clustering trees for multi-target regression
A Osojnik, S Džeroski, D Kocev
International Conference on Discovery Science, 118-133, 2016
82016
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
52019
Modeling dynamical systems with data stream mining
A Osojnik, P Panov, S Džeroski
Computer Science and Information Systems 13 (2), 453-473, 2016
32016
Incremental predictive clustering trees for online semi-supervised multi-target regression
A Osojnik, P Panov, S Džeroski
Machine Learning 109 (11), 2121-2139, 2020
22020
Option predictive clustering trees for multi-target regression
T Stepišnik, A Osojnik, S Džeroski, D Kocev
Computer Science and Information Systems, 6-6, 2020
22020
Option predictive clustering trees for hierarchical multi-label classification
TS Perdih, A Osojnik, S Džeroski, D Kocev
International Conference on Discovery Science, 116-123, 2017
22017
Structured output prediction on data streams
A Osojnik
Ph. D. thesis, Jošef Stefan International Postgraduate School, 2008
12008
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
2019
Utilizing Hierarchies in Tree-Based Online Structured Output Prediction
A Osojnik, P Panov, S Džeroski
International Conference on Discovery Science, 87-95, 2019
2019
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
Univerza v Ljubljani, Fakulteta za matematiko in fiziko, 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 1–17