An information theoretic approach to quantify the stability of feature selection and ranking algorithms

Author:

Alaiz-Rodríguez Rocío,Parnell Andrew C.

Funder

European Commission

Science Foundation Ireland

SFI centre, Ireland

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference52 articles.

1. Feature Extraction: Foundations and Applications (Studies in Fuzziness and Soft Computing);Guyon,2006

2. Review on feature selection techniques and the impact of SVM for Cancer classification using gene expression profile;Victo;CoRR,2011

3. Examining applying high performance genetic data feature selection and classification algorithms for colon cancer diagnosis;Al-Rajab;Comput. Methods Programs Biomed.,2017

4. A review of feature selection techniques in bioinformatics;Saeys;Bioinformatics,2007

5. A survey on feature selection methods;Chandrashekar;Comput. Electr. Eng.,2014

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