Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics. - Anne-Laure Boulesteix; Silke Janitza; Jochen Kruppa; Inke R. König (WIREs Data Mining Knowl. Discov., 2012)

Consumer credit risk: Individual probability estimates using machine learning. - Jochen Kruppa; Alexandra Schwarz; Gerhard Arminger; Andreas Ziegler 001 (Expert Syst. Appl., 2013)

kmerPyramid: an interactive visualization tool for nucleobase and k-mer frequencies. - Jochen Kruppa; Erhard van der Vries; Wendy K. Jo; Alexander Postel; Paul Becher; Albert Osterhaus; Klaus Jung (Bioinform., 2017)

Automated multigroup outlier identification in molecular high-throughput data using bagplots and gemplots. - Jochen Kruppa; Klaus Jung (BMC Bioinform., 2017)

A genetic algorithm for simulating correlated binary data from biomedical research. - Jochen Kruppa; Bernd Lepenies; Klaus Jung (Comput. Biol. Medicine, 2018)

Detection of suspicious interactions of spiking covariates in methylation data. - Miriam Sieg; Gesa Richter; Arne S. Schaefer; Jochen Kruppa (BMC Bioinform., 2020)