Stephan Seifert

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 5

Top Topics

Biological Knowledge

Regression Forests

Top Venues

Briefings Bioinform.

Publications

Lucas F. Voges, Lukas C. Jarren, Stephan Seifert
Opening the random forest black box by the analysis of the mutual impact of features. CoRR (2023)
Lucas F. Voges, Lukas C. Jarren, Stephan Seifert
Exploitation of surrogate variables in random forests for unbiased analysis of mutual impact and importance of features. Bioinform. 39 (8) (2023)
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)