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CBMS
2003
IEEE

Planar Arrangement of High-Dimensional Biomedical Data Sets by Isomap Coordinates

11 years 9 months ago
Planar Arrangement of High-Dimensional Biomedical Data Sets by Isomap Coordinates
This article addresses 2-dimensional layout of high-dimensional biomedical datasets, which is useful for browsing them efficiently. We employ the Isomap technique, which is based on classical MDS (multi-dimensional scaling) but seeks to preserve the intrinsic geometry of the data, as captured in the geodesic manifold distances between all pairs of data points while classical approaches can see just the Euclidean structure. According to first two of Isomap's coordinates, the high-dimensional data points are arranged in a plane. Experimental results with images of marine creatures' shapes and 3D bone renderings are presented.
Ik Soo Lim, Pablo de Heras Ciechomski, Sofiane Sar
Added 23 Aug 2010
Updated 23 Aug 2010
Type Conference
Year 2003
Where CBMS
Authors Ik Soo Lim, Pablo de Heras Ciechomski, Sofiane Sarni, Daniel Thalmann
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