Inke R. König

18 papers Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
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
Identification of representative trees in random forests based on a new tree-based distance measure.
Adv. Data Anal. Classif.
Björn-Hergen Laabs, Ana Westenberger, Inke R. König
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
2021 J jnl
Empowering individual trait prediction using interactions for precision medicine.
BMC Bioinform.
Damian Gola, Inke R. König
2019 J jnl
Empowering individual trait prediction using interactions.
CoRR
Damian Gola, Inke R. König
2019 J jnl
Principals about principal components in statistical genetics.
Briefings Bioinform.
Fentaw Abegaz, Kridsadakorn Chaichoompu, Emmanuelle Génin, David W. Fardo, Inke R. König, Jestinah M. Mahachie John, Kristel Van Steen
2018 J jnl
Support Vector Machines for Survival Analysis with R.
R J.
Césaire J. K. Fouodo, Inke R. König, Claus Weihs, Andreas Ziegler, Marvin N. Wright
2018 J jnl
The revival of the Gini importance?
Bioinform.
Stefano Nembrini, Inke R. König, Marvin N. Wright
2018 J jnl
Transferring entropy to the realm of GxG interactions.
Briefings Bioinform.
Paola G. Ferrario, Inke R. König
2016 J jnl
A roadmap to multifactor dimensionality reduction methods.
Briefings Bioinform.
Damian Gola, Jestinah M. Mahachie John, Kristel Van Steen, Inke R. König
2016 J jnl
Do little interactions get lost in dark random forests?
BMC Bioinform.
Marvin N. Wright, Andreas Ziegler, Inke R. König
2014 J jnl
Mining data with random forests: current options for real-world applications.
WIREs Data Mining Knowl. Discov.
Andreas Ziegler, Inke R. König
2012 J jnl
Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics.
WIREs Data Mining Knowl. Discov.
Anne-Laure Boulesteix, Silke Janitza, Jochen Kruppa, Inke R. König
2011 J jnl
On safari to Random Jungle: a fast implementation of Random Forests for high-dimensional data.
Bioinform.
Daniel F. Schwarz, Inke R. König, Andreas Ziegler
2011 J jnl
Validation in Genetic Association Studies.
Briefings Bioinform.
Inke R. König
2010 J jnl
Life-long increase of substantia nigra hyperechogenicity in transcranial sonography.
NeuroImage
Johann Hagenah, Inke R. König, Jürgen Sperner, Lucas Wessel, Günter Seidel, Kelly Condefer, Rachel Saunders-Pullman, Christine Klein, Norbert Brüggemann
2010 J jnl
On safari to Random Jungle: a fast implementation of Random Forests for high-dimensional data.
Bioinform.
Daniel F. Schwarz, Inke R. König, Andreas Ziegler
2008 J jnl
Patient-centered yes/no prognosis using learning machines.
Int. J. Data Min. Bioinform.
Inke R. König, James D. Malley, Sinisa Pajevic, Christian Weimar, Hans-Christoph Diener, Andreas Ziegler