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• W2061025330 abstract "We herein introduce a new method of interpretable clustering that uses unsupervised binary trees. It is a three-stage procedure, the first stage of which entails a series of recursive binary splits to reduce the heterogeneity of the data within the new subsamples. During the second stage (pruning), consideration is given to whether adjacent nodes can be aggregated. Finally, during the third stage (joining), similar clusters are joined together, even if they do not share the same parent originally. Consistency results are obtained, and the procedure is used on simulated and real data sets." @default.
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• W2061025330 date "2013-03-29" @default.
• W2061025330 modified "2023-10-09" @default.
• W2061025330 title "Interpretable clustering using unsupervised binary trees" @default.
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• W2061025330 doi "https://doi.org/10.1007/s11634-013-0129-3" @default.
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