Tomaz Stepisnik

14 papers C 2Journal 12

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Machine learning for identification of silylated derivatives from mass spectra. J. Cheminformatics Milka Ljoncheva, Tomaz Stepisnik, Tina Kosjek, Saso Dzeroski
2022	J	`jnl`	Survival analysis with semi-supervised predictive clustering trees. Comput. Biol. Medicine Bijit Roy, Tomaz Stepisnik, Pooled Resource Open-Access A. L. S. Clinical Trials Consortium, Celine Vens, Saso Dzeroski
2021	J	`jnl`	A comprehensive comparison of molecular feature representations for use in predictive modeling. Comput. Biol. Medicine Tomaz Stepisnik, Blaz Skrlj, Jörg Wicker, Dragi Kocev
2021	J	`jnl`	Discovering outliers in the Mars Express thermal power consumption patterns. CoRR Matej Petkovic, Luke Lucas, Tomaz Stepisnik, Pance Panov, Nikola Simidjievski, Dragi Kocev
2021	J	`jnl`	GalaxAI: Machine learning toolbox for interpretable analysis of spacecraft telemetry data. CoRR Ana Kostovska, Matej Petkovic, Tomaz Stepisnik, Luke Lucas, Timothy Finn, José Antonio Martínez Heras, Pance Panov, Saso Dzeroski, Alessandro Donati, Nikola Simidjievski, Dragi Kocev
2021	J	`jnl`	Oblique predictive clustering trees. Knowl. Based Syst. Tomaz Stepisnik, Dragi Kocev
2021	J	`jnl`	Semi-supervised oblique predictive clustering trees. PeerJ Comput. Sci. Tomaz Stepisnik, Dragi Kocev
2020	J	`jnl`	Ensembles of extremely randomized predictive clustering trees for predicting structured outputs. Mach. Learn. Dragi Kocev, Michelangelo Ceci, Tomaz Stepisnik
2020	C	`conf`	Hyperbolic Embeddings for Hierarchical Multi-label Classification. ISMIS Tomaz Stepisnik, Dragi Kocev
2020	J	`jnl`	Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots. CoRR 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, Roman Kern, Patrick Ofner, Stefan Wagner, Lukas Heppe, Mirko Bunse, Katharina Morik
2020	C	`conf`	Multivariate Predictive Clustering Trees for Classification. ISMIS Tomaz Stepisnik, Dragi Kocev
2020	J	`jnl`	Oblique Predictive Clustering Trees. CoRR Tomaz Stepisnik, Dragi Kocev
2020	J	`jnl`	Option predictive clustering trees for multi-target regression. Comput. Sci. Inf. Syst. Tomaz Stepisnik, Aljaz Osojnik, Saso Dzeroski, Dragi Kocev
2020	J	`jnl`	Semi-supervised regression trees with application to QSAR modelling. Expert Syst. Appl. Jurica Levatic, Michelangelo Ceci, Tomaz Stepisnik, Saso Dzeroski, Dragi Kocev