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Automated Alphabet Reduction for Protein Datasets

BACKGROUND: We investigate automated and generic alphabet reduction techniques for protein structure prediction datasets. Reducing alphabet cardinality without losing key biochemical information opens the door to potentially faster machine learning, data mining and optimization applications in struc...

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Detalles Bibliográficos
Autores principales: Bacardit, Jaume, Stout, Michael, Hirst, Jonathan D, Valencia, Alfonso, Smith, Robert E, Krasnogor, Natalio
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2646702/
https://www.ncbi.nlm.nih.gov/pubmed/19126227
http://dx.doi.org/10.1186/1471-2105-10-6