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» On Spectral Graph Drawing
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CORR
2010
Springer
107views Education» more  CORR 2010»
13 years 6 months ago
Metric uniformization and spectral bounds for graphs
We present a method for proving upper bounds on the eigenvalues of the graph Laplacian. A main step involves choosing an appropriate "Riemannian" metric to uniformize th...
Jonathan A. Kelner, James R. Lee, Gregory N. Price...
ICASSP
2011
IEEE
13 years 15 days ago
Downsampling graphs using spectral theory
In this paper we present methods for downsampling datasets defined on graphs (i.e., graph-signals) by extending downsampling results for traditional N-dimensional signals. In par...
Sunil K. Narang, Antonio Ortega
GD
2005
Springer
14 years 2 months ago
Hierarchical Layouts of Directed Graphs in Three Dimensions
Abstract. We introduce a new graph drawing convention for 3D hierarchical drawings of directed graphs. The vertex set is partitioned into layers of vertices drawn in parallel plane...
Seok-Hee Hong, Nikola S. Nikolov
IV
2002
IEEE
130views Visualization» more  IV 2002»
14 years 1 months ago
Spring Embedder Preprocessing for WWW Visualization
We present a preprocessor for the spring embedder graph drawing method and show its use in speeding up the automatic layout of three-dimensional visualizations of WWW sites. Sprin...
Paul Mutton, Peter Rodgers
ICDM
2008
IEEE
122views Data Mining» more  ICDM 2008»
14 years 3 months ago
Nonnegative Matrix Factorization for Combinatorial Optimization: Spectral Clustering, Graph Matching, and Clique Finding
Nonnegative matrix factorization (NMF) is a versatile model for data clustering. In this paper, we propose several NMF inspired algorithms to solve different data mining problems....
Chris H. Q. Ding, Tao Li, Michael I. Jordan