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APBC
2004

A Novel Method for Protein Subcellular Localization Based on Boosting and Probabilistic Neural Network.

13 years 5 months ago
A Novel Method for Protein Subcellular Localization Based on Boosting and Probabilistic Neural Network.
Subcellular localization is a key functional characteristic of proteins. An automatic, reliable and efficient prediction system for protein subcellular localization is needed for large-scale genome analysis. In this paper, we introduce a novel subcellular prediction method combining boosting algorithm with probabilistic neural network algorithm. This new approach provided superior prediction performance compared with existing methods. The total prediction accuracy on Reinhardt and Hubbard's dataset reached up to 92.8% for prokaryotic protein sequences
Jian Guo, Yuanlie Lin, Zhirong Sun
Added 30 Oct 2010
Updated 30 Oct 2010
Type Conference
Year 2004
Where APBC
Authors Jian Guo, Yuanlie Lin, Zhirong Sun
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