Inke R. König

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 10

Top Topics

Hyperparameters

Top Venues

Briefings Bioinform.

Publications

Björn-Hergen Laabs, Ana Westenberger, Inke R. König
Identification of representative trees in random forests based on a new tree-based distance measure. Adv. Data Anal. Classif. 18 (2) (2024)
Césaire J. K. Fouodo, Lea L. Kronziel, Inke R. König, Silke Szymczak
Effect of hyperparameters on variable selection in random forests. CoRR (2023)
Damian Gola, Inke R. König
Empowering individual trait prediction using interactions for precision medicine. BMC Bioinform. 22 (1) (2021)
Damian Gola, Inke R. König
Empowering individual trait prediction using interactions. CoRR (2019)
Fentaw Abegaz, Kridsadakorn Chaichoompu, Emmanuelle Génin, David W. Fardo, Inke R. König, Jestinah M. Mahachie John, Kristel Van Steen
Principals about principal components in statistical genetics. Briefings Bioinform. 20 (6) (2019)
Stefano Nembrini, Inke R. König, Marvin N. Wright
The revival of the Gini importance? Bioinform. 34 (21) (2018)
Paola G. Ferrario, Inke R. König
Transferring entropy to the realm of GxG interactions. Briefings Bioinform. 19 (1) (2018)
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)
Marvin N. Wright, Andreas Ziegler, Inke R. König
Do little interactions get lost in dark random forests? BMC Bioinform. 17 (2016)
Damian Gola, Jestinah M. Mahachie John, Kristel Van Steen, Inke R. König
A roadmap to multifactor dimensionality reduction methods. Briefings Bioinform. 17 (2) (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)
Anne-Laure Boulesteix, Silke Janitza, Jochen Kruppa, Inke R. König
Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics. WIREs Data Mining Knowl. Discov. 2 (6) (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)
Inke R. König
Validation in Genetic Association Studies. Briefings Bioinform. 12 (3) (2011)
Johann Hagenah, Inke R. König, Jürgen Sperner, Lucas Wessel, Günter Seidel, Kelly Condefer, Rachel Saunders-Pullman, Christine Klein, Norbert Brüggemann
Life-long increase of substantia nigra hyperechogenicity in transcranial sonography. NeuroImage 51 (1) (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)
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)