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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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| Pubblicato in: | PLoS One |
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| Autori principali: | , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
Public Library of Science
2015
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| Soggetti: | |
| Accesso online: | 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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