Finding a needle in a haystack: insights on feature selection for classification tasks

FPGA supported rough set reduct calculation for big datasets

(2022) Maciej Kopczynski et al.   JOURNAL OF INTELLIGENT INFORMATION SYSTEMS

Local feature selection for multiple instance learning

(2021) Aliasghar Shahrjooihaghighi et al.   JOURNAL OF INTELLIGENT INFORMATION SYSTEMS

Nanotoxicology data for in silico tools: a literature review

(2020) Irini Furxhi et al.   Nanotoxicology

A deep learning method with wrapper based feature extraction for wireless intrusion detection system

(2020) Sydney Mambwe Kasongo et al.   COMPUTERS & SECURITY

Block HSIC Lasso: model-free biomarker detection for ultra-high dimensional data

(2019) Héctor Climente-González et al.   BIOINFORMATICS

A review of feature selection methods in medical applications

(2019) Beatriz Remeseiro et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Can classification performance be predicted by complexity measures? A study using microarray data

(2016) L. Morán-Fernández et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Recent advances and emerging challenges of feature selection in the context of big data

(2015) V. Bolón-Canedo et al.   KNOWLEDGE-BASED SYSTEMS

A review of microarray datasets and applied feature selection methods

(2014) V. Bolón-Canedo et al.   INFORMATION SCIENCES

A review of feature selection methods on synthetic data

(2012) Verónica Bolón-Canedo et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset

(2010) V. Bolón-Canedo et al.   EXPERT SYSTEMS WITH APPLICATIONS