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Homology Induction: the use of machine learning to improve sequence similarity searches
BACKGROUND: The inference of homology between proteins is a key problem in molecular biology The current best approaches only identify ~50% of homologies (with a false positive rate set at 1/1000). RESULTS: We present Homology Induction (HI), a new approach to inferring homology. HI uses machine lea...
| Autores principales: | , |
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| Formato: | Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2002
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC107726/ https://www.ncbi.nlm.nih.gov/pubmed/11972320 http://dx.doi.org/10.1186/1471-2105-3-11 |