Aljaz Osojnik

16 papers B 6C 1Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
iSOUP-SymRF: Symbolic feature ranking with random forests in online multi-target regression and multi-label classification.
Mach. Learn.
Aljaz Osojnik, Pance Panov, Saso Dzeroski
2023 B conf
iSOUP-SymRF: Symbolic Feature Ranking with Random Forests in Online Multi-target Regression.
DS
Aljaz Osojnik, Pance Panov, Saso Dzeroski
2021 — conf
Improving Effectiveness of a Coaching System Through Preference Learning.
PETRA
Martin Znidarsic, Aljaz Osojnik, Peter Rupnik, Bernard Zenko
2020 J jnl
Incremental predictive clustering trees for online semi-supervised multi-target regression.
Mach. Learn.
Aljaz Osojnik, Pance Panov, Saso Dzeroski
2020 J jnl
Option predictive clustering trees for multi-target regression.
Comput. Sci. Inf. Syst.
Tomaz Stepisnik, Aljaz Osojnik, Saso Dzeroski, Dragi Kocev
2019 C conf
Multi-criteria Modelling Approach for Ambient Assisted Coaching of Senior Adults.
KEOD
Martin Znidarsic, Bernard Zenko, Aljaz Osojnik, Marko Bohanec, Pance Panov, Helena Burger, Zlatko Matjacic, Mojca Debeljak
2019 B conf
Predicting Thermal Power Consumption of the Mars Express Satellite with Data Stream Mining.
DS
Bozhidar Stevanoski, Dragi Kocev, Aljaz Osojnik, Ivica Dimitrovski, Saso Dzeroski
2019 B conf
Utilizing Hierarchies in Tree-Based Online Structured Output Prediction.
DS
Aljaz Osojnik, Pance Panov, Saso Dzeroski
2018 J jnl
Machine learning for predicting thermal power consumption of the Mars Express Spacecraft.
CoRR
Matej Petkovic, Redouane Boumghar, Martin Breskvar, Saso Dzeroski, Dragi Kocev, Jurica Levatic, Luke Lucas, Aljaz Osojnik, Bernard Zenko, Nikola Simidjievski
2018 J jnl
Tree-based methods for online multi-target regression.
J. Intell. Inf. Syst.
Aljaz Osojnik, Pance Panov, Saso Dzeroski
2017 J jnl
Multi-label classification via multi-target regression on data streams.
Mach. Learn.
Aljaz Osojnik, Pance Panov, Saso Dzeroski
2017 B conf
Option Predictive Clustering Trees for Hierarchical Multi-label Classification.
DS
Tomaz Stepisnik Perdih, Aljaz Osojnik, Saso Dzeroski, Dragi Kocev
2016 J jnl
Modeling dynamical systems with data stream mining.
Comput. Sci. Inf. Syst.
Aljaz Osojnik, Pance Panov, Saso Dzeroski
2016 B conf
Option Predictive Clustering Trees for Multi-target Regression.
DS
Aljaz Osojnik, Saso Dzeroski, Dragi Kocev
2015 — conf
Comparison of Tree-Based Methods for Multi-target Regression on Data Streams.
NFMCP
Aljaz Osojnik, Pance Panov, Saso Dzeroski
2015 B conf
Multi-label Classification via Multi-target Regression on Data Streams.
Discovery Science
Aljaz Osojnik, Pance Panov, Saso Dzeroski