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- W2465133099 abstract "We give a simple and effective two stage algorithm for approximating a point cloud $mathcal{S}subsetmathbb{R}^m$ by a simplicial complex $K$. The first stage is an iterative fitting procedure that generalizes k-means clustering, while the second stage involves deleting redundant simplices. A form of dimension reduction of $mathcal{S}$ is obtained as a consequence." @default.
- W2465133099 created "2016-07-22" @default.
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- W2465133099 date "2016-07-13" @default.
- W2465133099 modified "2023-09-27" @default.
- W2465133099 title "Fitting a Simplicial Complex using a Variation of k-means" @default.
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