Silke Janitza

According to our database, Silke Janitza authored at least 5 papers between 2012 and 2018.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2018

A computationally fast variable importance test for random forests for high-dimensional data.

Silke Janitza, Ender Celik, Anne-Laure Boulesteix

Adv. Data Anal. Classif., 2018

2016

Random forest for ordinal responses: Prediction and variable selection.

Silke Janitza, Gerhard Tutz, Anne-Laure Boulesteix

Comput. Stat. Data Anal., 2016

2015

Letter to the Editor: On the term 'interaction' and related phrases in the literature on Random Forests.

Anne-Laure Boulesteix, Silke Janitza, Alexander Hapfelmeier, Kristel Van Steen, Carolin Strobl

Briefings Bioinform., 2015

2013

An AUC-based permutation variable importance measure for random forests.

Silke Janitza, Carolin Strobl, Anne-Laure Boulesteix

BMC Bioinform., 2013

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