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A correlated motif approach for finding short linear motifs from protein interaction networks

โœ Scribed by Soon-Heng Tan; Willy Hugo; Wing-Kin Sung; See-Kiong Ng

Book ID
115000563
Publisher
BioMed Central
Year
2006
Tongue
English
Weight
883 KB
Volume
7
Category
Article
ISSN
1471-2105

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A novel approach to extracting features
A novel approach to extracting features from motif content and protein composition for protein sequence classification
โœ Xing-Ming Zhao; Yiu-Ming Cheung; De-Shuang Huang ๐Ÿ“‚ Article ๐Ÿ“… 2005 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 196 KB

This paper presents a novel approach to extracting features from motif content and protein composition for protein sequence classification. First, we formulate a protein sequence as a fixed-dimensional vector using the motif content and protein composition. Then, we further project the vectors into