A weighted random forests approach to improve predictive performance

SNP interaction detection with Random Forests in high-dimensional genetic data

(2012) Stacey J Winham et al.   BMC BIOINFORMATICS

Genetic variability in the NMDA-dependent AMPA trafficking cascade is associated with alcohol dependence

(2011) Victor M. Karpyak et al.   ADDICTION BIOLOGY

A weight-adjusted voting algorithm for ensembles of classifiers

(2011) Hyunjoong Kim et al.   Journal of the Korean Statistical Society

An application of Random Forests to a genome-wide association dataset: Methodological considerations & new findings

(2010) Benjamin A Goldstein et al.   BMC GENETICS

Random feature weights for decision tree ensemble construction

(2010) Jesús Maudes et al.   Information Fusion

A genome-wide association study of alcohol dependence

(2010) L. J. Bierut et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Stability and aggregation of ranked gene lists

(2009) A.-L. Boulesteix et al.   BRIEFINGS IN BIOINFORMATICS

Finding the missing heritability of complex diseases

(2009) Teri A. Manolio et al.   NATURE

Enriched random forests

(2008) D. Amaratunga et al.   BIOINFORMATICS

Genome-wide association studies for complex traits: consensus, uncertainty and challenges

(2008) Mark I. McCarthy et al.   NATURE REVIEWS GENETICS