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Continuous Distributed Representation of Biological Sequences for Deep Proteomics and Genomics

We introduce a new representation and feature extraction method for biological sequences. Named bio-vectors (BioVec) to refer to biological sequences in general with protein-vectors (ProtVec) for proteins (amino-acid sequences) and gene-vectors (GeneVec) for gene sequences, this representation can b...

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Vydáno v:PLoS One
Hlavní autoři: Asgari, Ehsaneddin, Mofrad, Mohammad R. K.
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2015
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4640716/
https://ncbi.nlm.nih.gov/pubmed/26555596
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0141287
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