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Linear Transformations and the k-Means Clustering Algorithm: Applications to Clustering Curves
Functional data can be clustered by plugging estimated regression coefficients from individual curves into the k-means algorithm. Clustering results can differ depending on how the curves are fit to the data. Estimating curves using different sets of basis functions corresponds to different linear t...
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2007
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| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC1828125/ https://ncbi.nlm.nih.gov/pubmed/17369873 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/000313007X171016 |
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