most citedA scale-based approach to finding effective dimensionality in manifold learning

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math.ST2007★ 13 cited

A scale-based approach to finding effective dimensionality in manifold learning

Xiaohui Wang, J. S. Marron

The discovering of low-dimensional manifolds in high-dimensional data is one of the main goals in manifold learning. We propose a new approach to identify the effective dimension (…