Silke Szymczak

ORCID

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 9

Top Venues

University of Lübeck (PHD)

Education History

University of Lübeck

PHD

Publications

Césaire J. K. Fouodo, Lea L. Kronziel, Inke R. König, Silke Szymczak
Effect of hyperparameters on variable selection in random forests. CoRR (2023)
Jianchang Hu, Silke Szymczak
Evaluation of network-guided random forest for disease gene discovery. CoRR (2023)
Jianchang Hu, Silke Szymczak
A review on longitudinal data analysis with random forest. Briefings Bioinform. 24 (2) (2023)
Jianchang Hu, Silke Szymczak
A review on longitudinal data analysis with random forest in precision medicine. CoRR (2022)
Stephan Seifert, Sven Gundlach, Olaf Junge, Silke Szymczak, Luigi Martelli
Integrating biological knowledge and gene expression data using pathway-guided random forests: a benchmarking study. Bioinform. 36 (15) (2020)
Stephan Seifert, Sven Gundlach, Silke Szymczak
Surrogate minimal depth as an importance measure for variables in random forests. Bioinform. 35 (19) (2019)
Frauke Degenhardt, Stephan Seifert, Silke Szymczak
Evaluation of variable selection methods for random forests and omics data sets. Briefings Bioinform. 20 (2) (2019)
Silke Szymczak, Emily Rose Holzinger, Abhijit Dasgupta, James D. Malley, Anne M. Molloy, James L. Mills, Lawrence C. Brody, Dwight Stambolian, Joan E. Bailey-Wilson
r2VIM: A new variable selection method for random forests in genome-wide association studies. BioData Min. 9 (2016)
Emily Rose Holzinger, Silke Szymczak, Abhijit Dasgupta, James D. Malley, Qing Li, Joan E. Bailey-Wilson
Variable Selection Method for the Identification of Epistatic Models. Pacific Symposium on Biocomputing (2015)
Abhijit Dasgupta, Silke Szymczak, Jason H. Moore, Joan E. Bailey-Wilson, James D. Malley
Risk estimation using probability machines. BioData Min. 7 (2014)

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Publication Activity (10 Years)

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Silke Szymczak