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Using Amino Acid Physicochemical Distance Transformation for Fast Protein Remote Homology Detection

Protein remote homology detection is one of the most important problems in bioinformatics. Discriminative methods such as support vector machines (SVM) have shown superior performance. However, the performance of SVM-based methods depends on the vector representations of the protein sequences. Prior...

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Detalles Bibliográficos
Autores principales: Liu, Bin, Wang, Xiaolong, Chen, Qingcai, Dong, Qiwen, Lan, Xun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3460876/
https://www.ncbi.nlm.nih.gov/pubmed/23029559
http://dx.doi.org/10.1371/journal.pone.0046633