Browsing by Subject "dimension estimation"

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Estimating the Intrinsic Dimension of High-Dimensional Data Sets: A Multiscale, Geometric Approach

Little, Anna Victoria (2011)

This work deals with the problem of estimating the intrinsic dimension of noisy, high-dimensional point clouds. A general class of sets which are locally well-approximated by <italic>k</italic> dimensional planes but which ...