Andreas Ziegler

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 6

Top Topics

Regression Forests

Survival Analysis

Top Venues

Expert Syst. Appl.

WIREs Data Mining Knowl. Discov.

Publications

Nicole Heßler, Andreas Ziegler
Evidence-based recommendations for increasing the citation frequency of original articles. Scientometrics 127 (6) (2022)
Césaire J. K. Fouodo, Inke R. König, Claus Weihs, Andreas Ziegler, Marvin N. Wright
Support Vector Machines for Survival Analysis with R. R J. 10 (1) (2018)
Yongchan Kwon, Young-Geun Choi, Taesung Park, Andreas Ziegler, Myunghee Cho Paik
Generalized estimating equations with stabilized working correlation structure. Comput. Stat. Data Anal. 106 (2017)
Matthias Schmid, Marvin N. Wright, Andreas Ziegler
On the use of Harrell's C for clinical risk prediction via random survival forests. Expert Syst. Appl. 63 (2016)
Marvin N. Wright, Theresa Dankowski, Andreas Ziegler
Random forests for survival analysis using maximally selected rank statistics. CoRR (2016)
Marvin N. Wright, Andreas Ziegler, Inke R. König
Do little interactions get lost in dark random forests? BMC Bioinform. 17 (2016)
Andreas Ziegler, Inke R. König
Mining data with random forests: current options for real-world applications. WIREs Data Mining Knowl. Discov. 4 (1) (2014)
Jochen Kruppa, Alexandra Schwarz, Gerhard Arminger, Andreas Ziegler
Consumer credit risk: Individual probability estimates using machine learning. Expert Syst. Appl. 40 (13) (2013)
Maren Vens, Andreas Ziegler
Generalized estimating equations and regression diagnostics for longitudinal controlled clinical trials: A case study. Comput. Stat. Data Anal. 56 (5) (2012)
Daniel F. Schwarz, Inke R. König, Andreas Ziegler
On safari to Random Jungle: a fast implementation of Random Forests for high-dimensional data. Bioinform. 27 (3) (2011)
Kristin K. Nicodemus, James D. Malley, Carolin Strobl, Andreas Ziegler
The behaviour of random forest permutation-based variable importance measures under predictor correlation. BMC Bioinform. 11 (2010)
Daniel F. Schwarz, Inke R. König, Andreas Ziegler
On safari to Random Jungle: a fast implementation of Random Forests for high-dimensional data. Bioinform. 26 (14) (2010)
Reinhard Vonthein, Andreas Ziegler
On the Use of the Terms Repeatability and Reproducibility Regarding "Reproducibility of genotypes as measured by the Affymetrix GeneChip(R) 100 K Human Mapping Array Set" by Fridley and colleagues (2008) Comput. Stat. Data Anal. 52: 5367-5374 Comput. Stat. Data Anal. 54 (4) (2010)
Daniel F. Schwarz, Oliver Hädicke, Jeanette Erdmann, Andreas Ziegler, Daniel Bayer, Steffen Möller
SNPtoGO: characterizing SNPs by enriched GO terms. Bioinform. 24 (1) (2008)
Inke R. König, James D. Malley, Sinisa Pajevic, Christian Weimar, Hans-Christoph Diener, Andreas Ziegler
Patient-centered yes/no prognosis using learning machines. Int. J. Data Min. Bioinform. 2 (4) (2008)
Lars Snipen, Dirk Repsilber, Ludvig Nyquist, Ågot Aakra, Andreas Ziegler, Are Halvor Aastveit
Detection of divergent genes in microbial aCGH experiments. BMC Bioinform. 7 (2006)