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Accelerated similarity searching and clustering of large compound sets by geometric embedding and locality sensitive hashing

Motivation: Similarity searching and clustering of chemical compounds by structural similarities are important computational approaches for identifying drug-like small molecules. Most algorithms available for these tasks are limited by their speed and scalability, and cannot handle today's larg...

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Detalles Bibliográficos
Autores principales: Cao, Yiqun, Jiang, Tao, Girke, Thomas
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2844998/
https://www.ncbi.nlm.nih.gov/pubmed/20179075
http://dx.doi.org/10.1093/bioinformatics/btq067