Concepedia

Tomaž Stepišnik

TS

6

Publications

142

Citations

6

H-Index

2020

Active since

Affiliations

Jožef Stefan Institute(Current)

Jožef Stefan International Postgraduate School

University of Bari Aldo Moro

Tomaž Stepišnik is an author at Jožef Stefan Institute specializing in engineering, knowledge discovery, and data science.

Top concepts

EngineeringData ScienceKnowledge DiscoveryMedicineData MiningBioinformaticsMachine LearningPredictive AnalyticsComputational BiologyOmics

Publications per year

2020–2022

6

Publications

6

A comprehensive comparison of molecular feature representations for use in predictive modeling

Tomaž Stepišnik, Blaž Škrlj, Jörg Wicker et al. · Computers in Biology and Medicine · 2021 · 34 citations

Functional Genomics, Molecular Modeling, Engineering +14

Cheminformatics in MS-based environmental exposomics: Current achievements and future directions

Milka Ljoncheva, Tomaž Stepišnik, Sašo Džeroski et al. · Trends in Environmental Analytical Chemistry · 2020 · 28 citations

Environmental Chemistry, Mass Spectrometry, Computational Biology +12

Semi-supervised regression trees with application to QSAR modelling

Jurica Levatić, Michelangelo Ceci, Tomaž Stepišnik et al. · Expert Systems with Applications · 2020 · 26 citations · Full text

Semi-supervised Regression Trees, Machine Learning, Data Science +6

Ensembles of extremely randomized predictive clustering trees for predicting structured outputs

Dragi Kocev, Michelangelo Ceci, Tomaž Stepišnik · Machine Learning · 2020 · 24 citations · Full text

Document Clustering, Engineering, Machine Learning +11

Survival analysis with semi-supervised predictive clustering trees

Bijit Roy, Tomaž Stepišnik, Celine Vens et al. · Computers in Biology and Medicine · 2021 · 17 citations · Full text

Engineering, Data Science, Data Mining +4

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