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Pottmann et al. propose an iterative optimization scheme for approximating a target curve with a B-spline curve based on square distance minimization, or SDM. The main advantage o...

Huaiping Yang, Wenping Wang, Jia-Guang Sun

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27

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SDM
2003
SIAM

125views Data Mining» more SDM 2003»

Scalable, Balanced Model-based Clustering

13 years 11 months ago

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This paper presents a general framework for adapting any generative (model-based) clustering algorithm to provide balanced solutions, i.e., clusters of comparable sizes. Partition...

Shi Zhong, Joydeep Ghosh

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25

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SDM
2003
SIAM

120views Data Mining» more SDM 2003»

Estimation of Topological Dimension

13 years 11 months ago

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We present two extensions of the algorithm by Broomhead et al [2] which is based on the idea that singular values that scale linearly with the radius of the data ball can be explo...

Douglas R. Hundley, Michael J. Kirby

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