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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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Autori principali: Liu, Bin, Wang, Xiaolong, Chen, Qingcai, Dong, Qiwen, Lan, Xun
Natura: Artigo
Lingua:Inglês
Pubblicazione: Public Library of Science 2012
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC3460876/
https://ncbi.nlm.nih.gov/pubmed/23029559
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0046633
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