Aljaz Osojnik

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 13

Top Topics

Preference Learning

Top Venues

Comput. Sci. Inf. Syst.

Discovery Science

Publications

Aljaz Osojnik, Pance Panov, Saso Dzeroski
iSOUP-SymRF: Symbolic Feature Ranking with Random Forests in Online Multi-target Regression. DS (2023)
Martin Znidarsic, Aljaz Osojnik, Peter Rupnik, Bernard Zenko
Improving Effectiveness of a Coaching System Through Preference Learning. PETRA (2021)
Aljaz Osojnik, Pance Panov, Saso Dzeroski
Incremental predictive clustering trees for online semi-supervised multi-target regression. Mach. Learn. 109 (11) (2020)
Tomaz Stepisnik, Aljaz Osojnik, Saso Dzeroski, Dragi Kocev
Option predictive clustering trees for multi-target regression. Comput. Sci. Inf. Syst. 17 (2) (2020)
Bozhidar Stevanoski, Dragi Kocev, Aljaz Osojnik, Ivica Dimitrovski, Saso Dzeroski
Predicting Thermal Power Consumption of the Mars Express Satellite with Data Stream Mining. DS (2019)
Aljaz Osojnik, Pance Panov, Saso Dzeroski
Utilizing Hierarchies in Tree-Based Online Structured Output Prediction. DS (2019)
Martin Znidarsic, Bernard Zenko, Aljaz Osojnik, Marko Bohanec, Pance Panov, Helena Burger, Zlatko Matjacic, Mojca Debeljak
Multi-criteria Modelling Approach for Ambient Assisted Coaching of Senior Adults. KEOD (2019)
Aljaz Osojnik, Pance Panov, Saso Dzeroski
Tree-based methods for online multi-target regression. J. Intell. Inf. Syst. 50 (2) (2018)
Matej Petkovic, Redouane Boumghar, Martin Breskvar, Saso Dzeroski, Dragi Kocev, Jurica Levatic, Luke Lucas, Aljaz Osojnik, Bernard Zenko, Nikola Simidjievski
Machine learning for predicting thermal power consumption of the Mars Express Spacecraft. CoRR (2018)
Tomaz Stepisnik Perdih, Aljaz Osojnik, Saso Dzeroski, Dragi Kocev
Option Predictive Clustering Trees for Hierarchical Multi-label Classification. DS (2017)
Aljaz Osojnik, Pance Panov, Saso Dzeroski
Multi-label classification via multi-target regression on data streams. Mach. Learn. 106 (6) (2017)
Aljaz Osojnik, Saso Dzeroski, Dragi Kocev
Option Predictive Clustering Trees for Multi-target Regression. DS (2016)
Aljaz Osojnik, Pance Panov, Saso Dzeroski
Modeling dynamical systems with data stream mining. Comput. Sci. Inf. Syst. 13 (2) (2016)
Aljaz Osojnik, Pance Panov, Saso Dzeroski
Comparison of Tree-Based Methods for Multi-target Regression on Data Streams. NFMCP (2015)
Aljaz Osojnik, Pance Panov, Saso Dzeroski
Multi-label Classification via Multi-target Regression on Data Streams. Discovery Science (2015)