Graph Drawing by High-Dimensional Embedding

Harel, David and Koren, Yehuda (2002) Graph Drawing by High-Dimensional Embedding. In: Graph Drawing 10th International Symposium, GD 2002, August 26-28, 2002 , pp. 207-219(Official URL: http://dx.doi.org/10.1007/3-540-36151-0_20).

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Abstract

We present a novel approach to the aesthetic drawing of undirected graphs. The method has two phases: first embed the graph in a very high dimension and then project it into the 2-D plane using principal components analysis. Running time is linear in the graph size, and experiments we have carried out show the ability of the method to draw graphs of 10^{5} in few seconds. The new method appears to have several advantages over classical methods, including a significantly better running time, a useful inherent capability to exhibit the graph in various dimensions, and an effective means for interactive exploration of large graphs.

Item Type: Conference Paper
Additional Information: 10.1007/3-540-36151-0_20
Classifications: M Methods > M.999 Others
D Aesthetics > D.999 Others
P Styles > P.060 3D
P Styles > P.999 Others
URI: http://gdea.informatik.uni-koeln.de/id/eprint/226

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