Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDRoman Hornung
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j12]Yingxia Li, Tobias Herold, Ulrich Mansmann, Roman Hornung:
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. 24(1): 244 (2024)- 2023
- [j11]Alexander Hapfelmeier
, Roman Hornung, Bernhard Haller:
Efficient permutation testing of variable importance measures by the example of random forests. Comput. Stat. Data Anal. 181: 107689 (2023) - [i4]Roman Hornung, Frederik Ludwigs, Jonas Hagenberg, Anne-Laure Boulesteix:
Prediction approaches for partly missing multi-omics covariate data: A literature review and an empirical comparison study. CoRR abs/2302.03991 (2023) - [i3]Roman Hornung, Malte Nalenz, Lennart Schneider, Andreas Bender, Ludwig Bothmann, Bernd Bischl, Thomas Augustin, Anne-Laure Boulesteix:
Evaluating machine learning models in non-standard settings: An overview and new findings. CoRR abs/2310.15108 (2023) - 2022
- [j10]Yingxia Li, Ulrich Mansmann, Shangming Du, Roman Hornung:
Benchmark study of feature selection strategies for multi-omics data. BMC Bioinform. 23(1): 412 (2022) - [j9]Roman Hornung, Anne-Laure Boulesteix:
Interaction forests: Identifying and exploiting interpretable quantitative and qualitative interaction effects. Comput. Stat. Data Anal. 171: 107460 (2022) - [j8]Roman Hornung:
Diversity Forests: Using Split Sampling to Enable Innovative Complex Split Procedures in Random Forests. SN Comput. Sci. 3(1): 1 (2022) - [i2]Alexander Hapfelmeier, Roman Hornung, Bernhard Haller:
Sequential Permutation Testing of Random Forest Variable Importance Measures. CoRR abs/2206.01284 (2022) - 2021
- [j7]Moritz Herrmann, Philipp Probst, Roman Hornung, Vindi Jurinovic, Anne-Laure Boulesteix:
Large-scale benchmark study of survival prediction methods using multi-omics data. Briefings Bioinform. 22(3) (2021) - [j6]Nicole Ellenbach, Anne-Laure Boulesteix, Bernd Bischl, Kristian Unger, Roman Hornung:
Improved Outcome Prediction Across Data Sources Through Robust Parameter Tuning. J. Classif. 38(2): 212-231 (2021) - 2020
- [j5]Roman Hornung:
Ordinal Forests. J. Classif. 37(1): 4-17 (2020) - [i1]Moritz Herrmann, Philipp Probst, Roman Hornung, Vindi Jurinovic, Anne-Laure Boulesteix:
Large-scale benchmark study of survival prediction methods using multi-omics data. CoRR abs/2003.03621 (2020)
2010 – 2019
- 2019
- [j4]Roman Hornung, Marvin N. Wright:
Block Forests: random forests for blocks of clinical and omics covariate data. BMC Bioinform. 20(1): 358:1-358:17 (2019) - 2018
- [j3]Simon Klau, Vindi Jurinovic, Roman Hornung, Tobias Herold, Anne-Laure Boulesteix:
Priority-Lasso: a simple hierarchical approach to the prediction of clinical outcome using multi-omics data. BMC Bioinform. 19(1): 322:1-322:14 (2018) - 2017
- [j2]Roman Hornung, David Causeur, Christoph Bernau, Anne-Laure Boulesteix:
Improving cross-study prediction through addon batch effect adjustment or addon normalization. Bioinform. 33(3): 397-404 (2017) - 2016
- [j1]Roman Hornung, Anne-Laure Boulesteix, David Causeur:
Combining location-and-scale batch effect adjustment with data cleaning by latent factor adjustment. BMC Bioinform. 17: 27 (2016)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-09-10 01:16 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
