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Feature selection for high-dimensional data

โœ Scribed by Augusto Destrero; Sofia Mosci; Christine De Mol; Alessandro Verri; Francesca Odone


Book ID
106308017
Publisher
Springer-Verlag
Year
2008
Tongue
English
Weight
347 KB
Volume
6
Category
Article
ISSN
1619-697X

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Logic classification and feature selecti
โœ P. Bertolazzi; G. Felici; P. Festa; G. Lancia ๐Ÿ“‚ Article ๐Ÿ“… 2008 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 314 KB

In this paper we investigate logic classification and related feature selection algorithms for large biomedical data sets. When the data is in binary/logic form, the feature selection problem can be formulated as a Set Covering problem of very large dimensions, whose solution is computationally chal