Jurica Levatic

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Remote Sensing Images

Predictive Clustering Trees

Top Venues

J. Intell. Inf. Syst.

Publications

Jurica Levatic, Michelangelo Ceci, Dragi Kocev, Saso Dzeroski
Semi-Supervised Predictive Clustering Trees for (Hierarchical) Multi-Label Classification. Int. J. Intell. Syst. 2024 (2024)
Marjan Stoimchev, Jurica Levatic, Dragi Kocev, Saso Dzeroski
Semi-Supervised Multi-Label Classification of Land Use/Land Cover in Remote Sensing Images With Predictive Clustering Trees and Ensembles. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Matej Petkovic, Jurica Levatic, Dragi Kocev, Martin Breskvar, Saso Dzeroski
CLUSplus: A decision tree-based framework for predicting structured outputs. SoftwareX 24 (2023)
Jurica Levatic
Semi-supervised learning for structured output prediction. Informatica (Slovenia) 46 (4) (2022)
Jurica Levatic, Michelangelo Ceci, Dragi Kocev, Saso Dzeroski
Semi-supervised Predictive Clustering Trees for (Hierarchical) Multi-label Classification. CoRR (2022)
Stevanche Nikoloski, Dragi Kocev, Jurica Levatic, David P. Wall, Saso Dzeroski
Exploiting partially-labeled data in learning predictive clustering trees for multi-target regression: A case study of water quality assessment in Ireland. Ecol. Informatics 61 (2021)
Jurica Levatic, Michelangelo Ceci, Tomaz Stepisnik, Saso Dzeroski, Dragi Kocev
Semi-supervised regression trees with application to QSAR modelling. Expert Syst. Appl. 158 (2020)
Jurica Levatic, Dragi Kocev, Michelangelo Ceci, Saso Dzeroski
Semi-supervised trees for multi-target regression. Inf. Sci. 450 (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)
Jurica Levatic, Maria Brbic, Tomaz Stepisnik Perdih, Dragi Kocev, Vedrana Vidulin, Tomislav Smuc, Fran Supek, Saso Dzeroski
Phenotype Prediction with Semi-supervised Classification Trees. NFMCP@PKDD/ECML (2017)
Jurica Levatic, Michelangelo Ceci, Dragi Kocev, Saso Dzeroski
Self-training for multi-target regression with tree ensembles. Knowl. Based Syst. 123 (2017)
Jurica Levatic, Michelangelo Ceci, Dragi Kocev, Saso Dzeroski
Semi-supervised classification trees. J. Intell. Inf. Syst. 49 (3) (2017)
Jurica Levatic, Michelangelo Ceci, Dragi Kocev, Saso Dzeroski
Semi-supervised learning for multi-target regression (Discussion paper). SEBD (2015)
Jurica Levatic, Dragi Kocev, Saso Dzeroski
The importance of the label hierarchy in hierarchical multi-label classification. J. Intell. Inf. Syst. 45 (2) (2015)
Jurica Levatic, Michelangelo Ceci, Dragi Kocev, Saso Dzeroski
Semi-supervised Learning for Multi-target Regression. NFMCP (2014)
Jurica Levatic, Dragi Kocev, Saso Dzeroski
The Use of the Label Hierarchy in Hierarchical Multi-label Classification Improves Performance. NFMCP (2013)
Jurica Levatic, Saso Dzeroski, Fran Supek, Tomislav Smuc
Semi-Supervised Learning for Quantitative Structure-Activity Modeling. Informatica (Slovenia) 37 (2) (2013)