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Comparative studies of alignment, alignment-free and SVM based approaches for predicting the hosts of viruses based on viral sequences
Predicting the hosts of newly discovered viruses is important for pandemic surveillance of infectious diseases. We investigated the use of alignment-based and alignment-free methods and support vector machine using mononucleotide frequency and dinucleotide bias to predict the hosts of viruses, and a...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Nature Publishing Group UK
2018
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6030160/ https://www.ncbi.nlm.nih.gov/pubmed/29968780 http://dx.doi.org/10.1038/s41598-018-28308-x |