Aljaz Osojnik

According to our database, Aljaz Osojnik authored at least 15 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

iSOUP-SymRF: Symbolic feature ranking with random forests in online multi-target regression and multi-label classification.

Aljaz Osojnik, Pance Panov, Saso Dzeroski

Mach. Learn., January, 2025

2023

iSOUP-SymRF: Symbolic Feature Ranking with Random Forests in Online Multi-target Regression.

Aljaz Osojnik, Pance Panov, Saso Dzeroski

Proceedings of the Discovery Science - 26th International Conference, 2023

2021

Improving Effectiveness of a Coaching System Through Preference Learning.

Martin Znidarsic, Aljaz Osojnik, Peter Rupnik, Bernard Zenko

Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

2020

Incremental predictive clustering trees for online semi-supervised multi-target regression.

Aljaz Osojnik, Pance Panov, Saso Dzeroski

Mach. Learn., 2020

Option predictive clustering trees for multi-target regression.

Tomaz Stepisnik, Aljaz Osojnik, Saso Dzeroski, Dragi Kocev

Comput. Sci. Inf. Syst., 2020

2019

Multi-criteria Modelling Approach for Ambient Assisted Coaching of Senior Adults.

Martin Znidarsic, Bernard Zenko, Aljaz Osojnik, Marko Bohanec, Pance Panov, Helena Burger, Zlatko Matjacic, Mojca Debeljak

Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

Predicting Thermal Power Consumption of the Mars Express Satellite with Data Stream Mining.

Bozhidar Stevanoski, Dragi Kocev, Aljaz Osojnik, Ivica Dimitrovski, Saso Dzeroski

Proceedings of the Discovery Science - 22nd International Conference, 2019

Utilizing Hierarchies in Tree-Based Online Structured Output Prediction.

Aljaz Osojnik, Pance Panov, Saso Dzeroski

Proceedings of the Discovery Science - 22nd International Conference, 2019

2018

Tree-based methods for online multi-target regression.

Aljaz Osojnik, Pance Panov, Saso Dzeroski

J. Intell. Inf. Syst., 2018

Machine learning for predicting thermal power consumption of the Mars Express Spacecraft.

Matej Petkovic, Redouane Boumghar, Martin Breskvar, Saso Dzeroski, Dragi Kocev, Jurica Levatic, Luke Lucas, Aljaz Osojnik, Bernard Zenko, Nikola Simidjievski

CoRR, 2018

2017

Multi-label classification via multi-target regression on data streams.

Aljaz Osojnik, Pance Panov, Saso Dzeroski

Mach. Learn., 2017

Option Predictive Clustering Trees for Hierarchical Multi-label Classification.

Tomaz Stepisnik Perdih, Aljaz Osojnik, Saso Dzeroski, Dragi Kocev

Proceedings of the Discovery Science - 20th International Conference, 2017

2016

Modeling dynamical systems with data stream mining.

Aljaz Osojnik, Pance Panov, Saso Dzeroski

Comput. Sci. Inf. Syst., 2016

Option Predictive Clustering Trees for Multi-target Regression.

Aljaz Osojnik, Saso Dzeroski, Dragi Kocev

Proceedings of the Discovery Science - 19th International Conference, 2016

2015

Comparison of Tree-Based Methods for Multi-target Regression on Data Streams.

Aljaz Osojnik, Pance Panov, Saso Dzeroski

Proceedings of the New Frontiers in Mining Complex Patterns - 4th International Workshop, 2015