A Survey on Filter Techniques for Feature Selection in Gene Expression Microarray Analysis

inSilicoDb: an R/Bioconductor package for accessing human Affymetrix expert-curated datasets from GEO

(2011) J. Taminau et al.   BIOINFORMATICS

The Influence of Feature Selection Methods on Accuracy, Stability and Interpretability of Molecular Signatures

(2011) Anne-Claire Haury et al.   PLoS One

How to infer gene networks from expression profiles, revisited

(2011) C. A. Penfold et al.   Interface Focus

A Review of Ensemble Methods in Bioinformatics

(2010) Pengyi Yang et al.   Current Bioinformatics

Ranking differentially expressed genes from Affymetrix gene expression data: methods with reproducibility, sensitivity, and specificity

(2009) Koji Kadota et al.   Algorithms for Molecular Biology

Evaluating reproducibility of differential expression discoveries in microarray studies by considering correlated molecular changes

(2009) Min Zhang et al.   BIOINFORMATICS

Stability and aggregation of ranked gene lists

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

A Two-Stage Feature Selection Method for Gene Expression Data

(2009) Li-Yeh Chuang et al.   OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY

Not proper ROC curves as new tool for the analysis of differentially expressed genes in microarray experiments

(2008) Stefano Parodi et al.   BMC BIOINFORMATICS