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Protein loop classification using Artificial Neural Networks

Armando VieiraBaldomero Oliva

We used Artificial Neural Network for protein loop classification based on the amino acid sequence alone. A new algorithm recently proposed, the Hidden Layer Learning Vector Quantization (HLVQ) was used and its accuracy compared with traditional Multilayer Preceptrons (MLP). The HLVQ algorithm achieved superior accuracy correctly classifying most loops.

http://www.lbd.dcc.ufmg.br/colecoes/bsb/2005/024.pdf

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Biblioteca Digital Brasileira de Computação - Contato: bdbcomp@lbd.dcc.ufmg.br
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