Inke R. König

According to our database, Inke R. König authored at least 17 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Identification of representative trees in random forests based on a new tree-based distance measure.

Björn-Hergen Laabs, Ana Westenberger, Inke R. König

Adv. Data Anal. Classif., June, 2024

Construction of Artificial Most Representative Trees by Minimizing Tree-Based Distance Measures.

Björn-Hergen Laabs, Lea L. Kronziel, Inke R. König, Silke Szymczak

Proceedings of the Explainable Artificial Intelligence, 2024

2023

Effect of hyperparameters on variable selection in random forests.

Césaire J. K. Fouodo, Lea L. Kronziel, Inke R. König, Silke Szymczak

CoRR, 2023

2021

Empowering individual trait prediction using interactions for precision medicine.

Damian Gola, Inke R. König

BMC Bioinform., 2021

2019

Empowering individual trait prediction using interactions.

Damian Gola, Inke R. König

CoRR, 2019

Principals about principal components in statistical genetics.

Fentaw Abegaz, Kridsadakorn Chaichoompu, Emmanuelle Génin, David W. Fardo, Inke R. König, Jestinah M. Mahachie John, Kristel Van Steen

Briefings Bioinform., 2019

2018

Support Vector Machines for Survival Analysis with R.

Césaire J. K. Fouodo, Inke R. König, Claus Weihs, Andreas Ziegler, Marvin N. Wright

R J., 2018

The revival of the Gini importance?

Stefano Nembrini, Inke R. König, Marvin N. Wright

Bioinform., 2018

Transferring entropy to the realm of GxG interactions.

Paola G. Ferrario, Inke R. König

Briefings Bioinform., 2018

2016

Do little interactions get lost in dark random forests?

Marvin N. Wright, Andreas Ziegler, Inke R. König

BMC Bioinform., 2016

A roadmap to multifactor dimensionality reduction methods.

Damian Gola, Jestinah M. Mahachie John, Kristel Van Steen, Inke R. König

Briefings Bioinform., 2016

2014

Mining data with random forests: current options for real-world applications.

Andreas Ziegler, Inke R. König

WIREs Data Mining Knowl. Discov., 2014

2012

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

2011

Validation in Genetic Association Studies.

Inke R. König

Briefings Bioinform., 2011

2010

Life-long increase of substantia nigra hyperechogenicity in transcranial sonography.

Johann Hagenah, Inke R. König, Jürgen Sperner, Lucas Wessel, Günter Seidel, Kelly Condefer, Rachel Saunders-Pullman, Christine Klein, Norbert Brüggemann

NeuroImage, 2010

On safari to Random Jungle: a fast implementation of Random Forests for high-dimensional data.

Daniel F. Schwarz, Inke R. König, Andreas Ziegler

Bioinform., 2010

2008

Patient-centered yes/no prognosis using learning machines.

Inke R. König, James D. Malley, Sinisa Pajevic, Christian Weimar, Hans-Christoph Diener, Andreas Ziegler

Int. J. Data Min. Bioinform., 2008