Unsupervised random forest: a tutorial with case studies

Pseudo-sample trajectories for variable interaction detection in Dissimilarity Partial Least Squares

(2015) J. Engel et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Isocitrate lyase mediates broad antibiotic tolerance in Mycobacterium tuberculosis

(2014) Madhumitha Nandakumar et al.   Nature Communications

Breaking with trends in pre-processing?

(2013) Jasper Engel et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

A novel approach to estimate proximity in a random forest: An exploratory study

(2012) C. Englund et al.   EXPERT SYSTEMS WITH APPLICATIONS

Random forests for genomic data analysis

(2012) Xi Chen et al.   GENOMICS

MissForest--non-parametric missing value imputation for mixed-type data

(2011) D. J. Stekhoven et al.   BIOINFORMATICS

Unsupervised Process Fault Detection with Random Forests

(2010) Lidia Auret et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Conditional Variable Importance for Random Forests

(2008) Carolin Strobl et al.   BMC BIOINFORMATICS