Improved intelligent water drop-based hybrid feature selection method for microarray data processing

Bayesian Network Classifiers

Nir Friedman, Dan Geiger, Moisés Goldszmidt · Machine Learning · 1997 · 4.7K citations · Full text

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

Cosmin Lazar, Jonatan Taminau, Stijn Meganck et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2012 · 618 citations

Life Sciences, Bioinformatics, Biostatistics +17

Robust biomarker identification for cancer diagnosis with ensemble feature selection methods

Thomas Abeel, Thibault Helleputte, Yves Van de Peer et al. · Bioinformatics · 2009 · 584 citations · Full text

Computing, Computer Science, Oncology +17

The intelligent water drops algorithm: a nature-inspired swarm-based optimization algorithm

Hamed Shah‐Hosseini · International Journal of Bio-Inspired Computation · 2009 · 470 citations

Computing, Water Resources Management, Algorithms +16

Text feature selection using ant colony optimization

Mehdi Hosseinzadeh Aghdam, Nasser Ghasem-Aghaee, Mohammad Ehsan Basiri · Expert Systems with Applications · 2008 · 395 citations

Computing, Computer Science, Machine Learning +13