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Tomaz Stepisnik Perdih
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2020 – today
- 2022
- [j8]Bijit Roy
, Tomaz Stepisnik, The Pooled Resource Open-Access A. L. S. Clinical Trials Consortium, Celine Vens, Saso Dzeroski
Survival analysis with semi-supervised predictive clustering trees. Comput. Biol. Medicine 141: 105001 (2022) - [j7]Milka Ljoncheva, Tomaz Stepisnik, Tina Kosjek
Machine learning for identification of silylated derivatives from mass spectra. J. Cheminformatics 14(1): 62 (2022) - 2021
- [j6]Tomaz Stepisnik, Blaz Skrlj, Jörg Wicker
A comprehensive comparison of molecular feature representations for use in predictive modeling. Comput. Biol. Medicine 130: 104197 (2021) - [j5]Tomaz Stepisnik, Dragi Kocev
Oblique predictive clustering trees. Knowl. Based Syst. 227: 107228 (2021) - [j4]Tomaz Stepisnik, Dragi Kocev
Semi-supervised oblique predictive clustering trees. PeerJ Comput. Sci. 7: e506 (2021) - [i4]Ana Kostovska, Matej Petkovic, Tomaz Stepisnik, Luke Lucas, Timothy Finn, José Antonio Martínez Heras, Pance Panov, Saso Dzeroski, Alessandro Donati, Nikola Simidjievski, Dragi Kocev:
GalaxAI: Machine learning toolbox for interpretable analysis of spacecraft telemetry data. CoRR abs/2108.01407 (2021) - [i3]Matej Petkovic, Luke Lucas, Tomaz Stepisnik, Pance Panov, Nikola Simidjievski, Dragi Kocev:
Discovering outliers in the Mars Express thermal power consumption patterns. CoRR abs/2108.02067 (2021) - 2020
- [j3]Tomaz Stepisnik, Aljaz Osojnik
Option predictive clustering trees for multi-target regression. Comput. Sci. Inf. Syst. 17(2): 459-486 (2020) - [j2]Jurica Levatic, Michelangelo Ceci
Semi-supervised regression trees with application to QSAR modelling. Expert Syst. Appl. 158: 113569 (2020) - [j1]Dragi Kocev
Ensembles of extremely randomized predictive clustering trees for predicting structured outputs. Mach. Learn. 109(11): 2213-2241 (2020) - [c4]Tomaz Stepisnik, Dragi Kocev
Hyperbolic Embeddings for Hierarchical Multi-label Classification. ISMIS 2020: 66-76 - [c3]Tomaz Stepisnik
Multivariate Predictive Clustering Trees for Classification. ISMIS 2020: 331-341 - [i2]Tomaz Stepisnik, Dragi Kocev:
Oblique Predictive Clustering Trees. CoRR abs/2007.13617 (2020) - [i1]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, Tomaz Stepisnik, Tarek Al-Ubaidi, Rachel Louise Bailey, Michael Granitzer, Sahib Julka
Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots. CoRR abs/2010.15996 (2020)
2010 – 2019
- 2017
- [c2]Tomaz Stepisnik Perdih, Aljaz Osojnik
Option Predictive Clustering Trees for Hierarchical Multi-label Classification. DS 2017: 116-123 - [c1]Jurica Levatic, Maria Brbic
Phenotype Prediction with Semi-supervised Classification Trees. NFMCP@PKDD/ECML 2017: 138-150
Coauthor Index
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