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Graph Drawing by High-Dimensional Embedding (2002)

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by David Harel , Yehuda Koren
Venue:In GD02, LNCS
Citations:47 - 9 self
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DatumValueSource
TITLE Graph Drawing by High-Dimensional Embedding user correction - Legacy Corrections
AUTHOR NAME David Harel SVM HeaderParse 0.1
AUTHOR AFFIL Dept. of Computer Science and Applied Mathematics; The Weizmann Institute of Science SVM HeaderParse 0.2
AUTHOR ADDR Rehovot, Israel SVM HeaderParse 0.1
AUTHOR NAME Yehuda Koren SVM HeaderParse 0.1
AUTHOR AFFIL Dept. of Computer Science and Applied Mathematics; The Weizmann Institute of Science SVM HeaderParse 0.2
AUTHOR ADDR Rehovot, Israel SVM HeaderParse 0.1
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 PCA. Experiments we have carried out show the ability of the method to draw graphs of 10 nodes 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. user correction - Legacy Corrections
YEAR 2002 INFERENCE
VENUE In GD02, LNCS INFERENCE
VENUE TYPE CONFERENCE INFERENCE
PAGES 207--219 INFERENCE
VOLUME 2528 INFERENCE
CITATIONS 12 found ParsCit 1.0
The National Science Foundation
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