A Review of Ensemble Learning Based Feature Selection

An ensemble of filters and classifiers for microarray data classification

(2011) V. Bolón-Canedo et al.   PATTERN RECOGNITION

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

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

Discriminative and informative features for biomolecular text mining with ensemble feature selection

(2010) S. Van Landeghem et al.   BIOINFORMATICS

Stable feature selection for biomarker discovery

(2010) Zengyou He et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

A Review of Ensemble Methods in Bioinformatics

(2010) Pengyi Yang et al.   Current Bioinformatics

Ensemble gene selection for cancer classification

(2010) Huawen Liu et al.   PATTERN RECOGNITION

A new ensemble-based algorithm for identifying breath gas marker candidates in liver disease using ion molecule reaction mass spectrometry

(2009) M. Netzer et al.   BIOINFORMATICS

Robust biomarker identification for cancer diagnosis with ensemble feature selection methods

(2009) Thomas Abeel et al.   BIOINFORMATICS

Pap smear diagnosis using a hybrid intelligent scheme focusing on genetic algorithm based feature selection and nearest neighbor classification

(2009) Yannis Marinakis et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A new feature selection method on classification of medical datasets: Kernel F-score feature selection

(2009) Kemal Polat et al.   EXPERT SYSTEMS WITH APPLICATIONS

Ensemble gene selection by grouping for microarray data classification

(2009) Huawen Liu et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Medical data mining by fuzzy modeling with selected features

(2008) Sean N. Ghazavi et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Improved binary PSO for feature selection using gene expression data

(2007) Li-Yeh Chuang et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY