Continuous Distributed Representation of Biological Sequences for Deep Proteomics and Genomics
نویسندگان
چکیده
منابع مشابه
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 be widely used in applications of deep learning in proteomics and genomics. In the present paper, ...
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ژورنال
عنوان ژورنال: PLOS ONE
سال: 2015
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0141287