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Accelerating high-dimensional clustering with lossless data reduction
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, we propose...
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| Publicado no: | Bioinformatics |
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| Main Authors: | , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Oxford University Press
2017
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5870568/ https://ncbi.nlm.nih.gov/pubmed/28520900 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btx328 |
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