Protein & Peptide Letters

Prof. Ben M. Dunn  
Department of Biochemistry and Molecular Biology
University of Florida
College of Medicine
P.O. Box 100245
Gainesville, FL
USA
Email: bdunn@ufl.edu

Back

A Novel Hybrid GA/RBFNN Technique for Protein Sequences Classification

Author(s): Xing-Ming Zhao, De-Shuang Huang, Yiu-ming Cheung.

Abstract:

A novel hybrid genetic algorithm (GA)/radial basis function neural network (RBFNN) technique, which selects features from the protein sequences and trains the RBF neural network simultaneously, is proposed in this paper. Experimental results show that the proposed hybrid GA/RBFNN system outperforms the BLAST and the HMMer.

Keywords: protein sequences classification, hybrid ga/rbfnn method, feature selection

Order Reprints Order Eprints Rights & PermissionsPrintExport

Article Details

VOLUME: 12
ISSUE: 4
Year: 2005
Page: [383 - 386]
Pages: 4
DOI: 10.2174/0929866053765707
Price: $58