Natural data structure extracted from neighborhood-similarity graphs

Tom Lorimer, Karlis Kanders, Ruedi Stoop

'Big' high-dimensional data are commonly analyzed in low-dimensions, after performing a dimensionality-reduction step that inherently distorts the data structure. For the same purp…