Option Predictive Clustering Trees for Hierarchical Multi-label Classification. - Tomaz Stepisnik Perdih; Aljaz Osojnik; Saso Dzeroski; Dragi Kocev (DS, 2017)

Phenotype Prediction with Semi-supervised Classification Trees. - Jurica Levatic; Maria Brbic; Tomaz Stepisnik Perdih; Dragi Kocev; Vedrana Vidulin; Tomislav Smuc; Fran Supek; Saso Dzeroski (NFMCP@PKDD/ECML, 2017)

Hyperbolic Embeddings for Hierarchical Multi-label Classification. - Tomaz Stepisnik; Dragi Kocev (ISMIS, 2020)

Multivariate Predictive Clustering Trees for Classification. - Tomaz Stepisnik; Dragi Kocev (ISMIS, 2020)

Option predictive clustering trees for multi-target regression. - Tomaz Stepisnik; Aljaz Osojnik; Saso Dzeroski; Dragi Kocev (Comput. Sci. Inf. Syst., 2020)

Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots. - Nikolaos Nikolaou; Ingo P. Waldmann; Angelos Tsiaras; Mario Morvan; Billy Edwards; Kai Hou Yip; Giovanna Tinetti; Subhajit Sarkar; James M. Dawson; Vadim Borisov; Gjergji Kasneci; Matej Petkovic; et al. (CoRR, 2020)

Semi-supervised regression trees with application to QSAR modelling. - Jurica Levatic; Michelangelo Ceci; Tomaz Stepisnik; Saso Dzeroski; Dragi Kocev (Expert Syst. Appl., 2020)

Ensembles of extremely randomized predictive clustering trees for predicting structured outputs. - Dragi Kocev; Michelangelo Ceci; Tomaz Stepisnik (Mach. Learn., 2020)

A comprehensive comparison of molecular feature representations for use in predictive modeling. - Tomaz Stepisnik; Blaz Skrlj; Jörg Wicker; Dragi Kocev (Comput. Biol. Medicine, 2021)

GalaxAI: Machine learning toolbox for interpretable analysis of spacecraft telemetry data. - Ana Kostovska; Matej Petkovic; Tomaz Stepisnik; Luke Lucas; Timothy Finn; José Antonio Martínez Heras; Pance Panov; Saso Dzeroski; Alessandro Donati; Nikola Simidjievski; Dragi Kocev (CoRR, 2021)

Discovering outliers in the Mars Express thermal power consumption patterns. - Matej Petkovic; Luke Lucas; Tomaz Stepisnik; Pance Panov; Nikola Simidjievski; Dragi Kocev (CoRR, 2021)

Oblique predictive clustering trees. - Tomaz Stepisnik; Dragi Kocev (Knowl. Based Syst., 2021)

Semi-supervised oblique predictive clustering trees. - Tomaz Stepisnik; Dragi Kocev (PeerJ Comput. Sci., 2021)

Survival analysis with semi-supervised predictive clustering trees. - Bijit Roy; Tomaz Stepisnik; Pooled Resource Open-Access A. L. S. Clinical Trials Consortium; Celine Vens; Saso Dzeroski (Comput. Biol. Medicine, 2022)

Machine learning for identification of silylated derivatives from mass spectra. - Milka Ljoncheva; Tomaz Stepisnik; Tina Kosjek; Saso Dzeroski (J. Cheminformatics, 2022)