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Fast approximate hierarchical clustering using similarity heuristics

BACKGROUND: Agglomerative hierarchical clustering (AHC) is a common unsupervised data analysis technique used in several biological applications. Standard AHC methods require that all pairwise distances between data objects must be known. With ever-increasing data sizes this quadratic complexity pos...

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Detalles Bibliográficos
Autores principales: Kull, Meelis, Vilo, Jaak
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2561018/
https://www.ncbi.nlm.nih.gov/pubmed/18822115
http://dx.doi.org/10.1186/1756-0381-1-9