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A scale-based approach to finding effective dimensionality in manifold learning
Primary manifold learning intrinsic dimension scale space secondary hypothesis test multivariate analysis
2009/9/16
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 (intrinsic dimension)...