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Kernel-based distance metric learning for microarray data classification

โœ Scribed by Huilin Xiong; Xue-wen Chen


Book ID
115000395
Publisher
BioMed Central
Year
2006
Tongue
English
Weight
346 KB
Volume
7
Category
Article
ISSN
1471-2105

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โœ Michel Neuhaus; Horst Bunke ๐Ÿ“‚ Article ๐Ÿ“… 2006 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 498 KB

A common approach in structural pattern classification is to define a dissimilarity measure on patterns and apply a distance-based nearest-neighbor classifier. In this paper, we introduce an alternative method for classification using kernel functions based on edit distance. The proposed approach is