Accelerating high‐dimensional clustering with lossless data reduction
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DOI: 10.1093/bioinformatics/btx328
Abstract: Motivation: For cluster analysis, high‐dimensional data are associated with instability, decreased classification accuracy and high‐computational burden. The latter challenge can be eliminated as a serious concern. For applications where dimension reduction techniques are not implemented,… read more here.
Keywords: reduction; high dimensional; dimensional clustering; data reduction ... See more keywords