Roman Hornung
Orcid: 0000-0002-6036-1495
According to our database1,
Roman Hornung
authored at least 17 papers
between 2016 and 2024.
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Bibliography
2024
Does combining numerous data types in multi-omics data improve or hinder performance in survival prediction? Insights from a large-scale benchmark study.
BMC Medical Informatics Decis. Mak., December, 2024
Constructing Confidence Intervals for 'the' Generalization Error - a Comprehensive Benchmark Study.
CoRR, 2024
2023
Efficient permutation testing of variable importance measures by the example of random forests.
Comput. Stat. Data Anal., May, 2023
Evaluating machine learning models in non-standard settings: An overview and new findings.
CoRR, 2023
Prediction approaches for partly missing multi-omics covariate data: A literature review and an empirical comparison study.
CoRR, 2023
2022
Diversity Forests: Using Split Sampling to Enable Innovative Complex Split Procedures in Random Forests.
SN Comput. Sci., 2022
Interaction forests: Identifying and exploiting interpretable quantitative and qualitative interaction effects.
Comput. Stat. Data Anal., 2022
CoRR, 2022
BMC Bioinform., 2022
2021
J. Classif., 2021
Briefings Bioinform., 2021
2020
2019
BMC Bioinform., 2019
2018
Priority-Lasso: a simple hierarchical approach to the prediction of clinical outcome using multi-omics data.
BMC Bioinform., 2018
2017
Improving cross-study prediction through addon batch effect adjustment or addon normalization.
Bioinform., 2017
2016
Combining location-and-scale batch effect adjustment with data cleaning by latent factor adjustment.
BMC Bioinform., 2016