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Locality preserving multimodal discriminative learning for supervised feature selection

✍ Scribed by Zhao Zhang; Ning Ye


Book ID
106280507
Publisher
Springer-Verlag
Year
2010
Tongue
English
Weight
795 KB
Volume
27
Category
Article
ISSN
0219-1377

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Feature selection using localized genera
✍ Wing W.Y. Ng; Daniel S. Yeung; Michael Firth; Eric C.C. Tsang; Xi-Zhao Wang πŸ“‚ Article πŸ“… 2008 πŸ› Elsevier Science 🌐 English βš– 668 KB

A pattern classification problem usually involves using high-dimensional features that make the classifier very complex and difficult to train. With no feature reduction, both training accuracy and generalization capability will suffer. This paper proposes a novel hybrid filter-wrapper-type feature