Silke Szymczak

14 papers Misc 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
fuseMLR: an R package for integrative prediction modeling of multi-omics data.
BMC Bioinform.
Césaire J. K. Fouodo, Marina Bleskina, Silke Szymczak
2024 — conf
Construction of Artificial Most Representative Trees by Minimizing Tree-Based Distance Measures.
xAI (2)
Björn-Hergen Laabs, Lea L. Kronziel, Inke R. König, Silke Szymczak
2024 J jnl
Evaluation of network-guided random forest for disease gene discovery.
BioData Min.
Jianchang Hu, Silke Szymczak
2023 J jnl
A review on longitudinal data analysis with random forest.
Briefings Bioinform.
Jianchang Hu, Silke Szymczak
2023 J jnl
Effect of hyperparameters on variable selection in random forests.
CoRR
Césaire J. K. Fouodo, Lea L. Kronziel, Inke R. König, Silke Szymczak
2023 J jnl
Evaluation of network-guided random forest for disease gene discovery.
CoRR
Jianchang Hu, Silke Szymczak
2022 J jnl
A review on longitudinal data analysis with random forest in precision medicine.
CoRR
Jianchang Hu, Silke Szymczak
2020 J jnl
Integrating biological knowledge and gene expression data using pathway-guided random forests: a benchmarking study.
Bioinform.
Stephan Seifert, Sven Gundlach, Olaf Junge, Silke Szymczak, Luigi Martelli
2019 J jnl
Evaluation of variable selection methods for random forests and omics data sets.
Briefings Bioinform.
Frauke Degenhardt, Stephan Seifert, Silke Szymczak
2019 J jnl
Surrogate minimal depth as an importance measure for variables in random forests.
Bioinform.
Stephan Seifert, Sven Gundlach, Silke Szymczak
2016 J jnl
r2VIM: A new variable selection method for random forests in genome-wide association studies.
BioData Min.
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
2015 Misc conf
Variable Selection Method for the Identification of Epistatic Models.
Pacific Symposium on Biocomputing
Emily Rose Holzinger, Silke Szymczak, Abhijit Dasgupta, James D. Malley, Qing Li, Joan E. Bailey-Wilson
2014 J jnl
Risk estimation using probability machines.
BioData Min.
Abhijit Dasgupta, Silke Szymczak, Jason H. Moore, Joan E. Bailey-Wilson, James D. Malley
2011 — —
Adaptive und Mutual-Information-basierte Verfahren für eQTL-Studien.
Silke Szymczak