Using Chou's amphiphilic pseudo-amino acid composition and support vector machine for prediction of enzyme subfamily classes

Author:

Zhou Xi-Bin,Chen Chao,Li Zhan-Chao,Zou Xiao-Yong

Publisher

Elsevier BV

Subject

Applied Mathematics,General Agricultural and Biological Sciences,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,Modelling and Simulation,General Medicine,Statistics and Probability

Reference74 articles.

1. K-SVCR. A support vector machine for multi-class classification;Angulo;Neurocomputing,2003

2. The SWISS-PROT protein sequence database and its supplement TrEMBL in 2000;Bairoch;Nucl. Acids Res.,2000

3. Predicting enzyme class from protein structure using Bayesian classification;Borro;Genet. Mol. Res.,2006

4. Knowledge-based analysis of microarray gene expression data by using support vector machines;Brown;Proc. Natl. Acad. Sci. USA,2000

5. Nearest neighbour algorithm for predicting protein subcellular location by combining functional domain composition and pseudo-amino acid composition;Cai;Biochem. Biophys. Res. Commun.,2003

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