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Review of feature selection approaches based on grouping of features

With the rapid development in technology, large amounts of high-dimensional data have been generated. This high dimensionality including redundancy and irrelevancy poses a great challenge in data analysis and decision making. Feature selection (FS) is an effective way to reduce dimensionality by eli...

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Detalles Bibliográficos
Autores principales: Kuzudisli, Cihan, Bakir-Gungor, Burcu, Bulut, Nurten, Qaqish, Bahjat, Yousef, Malik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10358338/
https://www.ncbi.nlm.nih.gov/pubmed/37483989
http://dx.doi.org/10.7717/peerj.15666