A Simple Method for Network Visualization

In this article, we present a simple method for network visualization. The proposed method is based on distmesh [P.O. Persson and G. Strang, A simple mesh generator in MATLAB, SIAM Review 46 (2004) pp. 329–345], which is a simple unstructured triangular mesh generator for geometries represented by a signed distance function. We demonstrate a good performance of the proposed algorithm through several network visualization examples.

[1]  Oriol Pueyo,et al.  An overview of generalization techniques for street networks , 2019, Graph. Model..

[2]  Improved Convergence Analysis of Gauss-Newton-Secant Method for Solving Nonlinear Least Squares Problems , 2019, Mathematics.

[3]  Gerta Rücker,et al.  Automated drawing of network plots in network meta‐analysis , 2016, Research synthesis methods.

[4]  Satoru Kawai,et al.  An Algorithm for Drawing General Undirected Graphs , 1989, Inf. Process. Lett..

[5]  Yehuda Koren,et al.  Graph Drawing by Stress Majorization , 2004, GD.

[6]  U. Feige,et al.  Spectral Graph Theory , 2015 .

[7]  Ivan Herman,et al.  Graph Visualization and Navigation in Information Visualization: A Survey , 2000, IEEE Trans. Vis. Comput. Graph..

[8]  Per-Olof Persson,et al.  A Simple Mesh Generator in MATLAB , 2004, SIAM Rev..

[9]  Christopher McCarty,et al.  A Comparison of Social Network Mapping and Personal Network Visualization , 2007 .

[10]  Lin Wu,et al.  Controllability and Its Applications to Biological Networks , 2019, Journal of Computer Science and Technology.

[11]  Jarke J. van Wijk,et al.  Cushion Treemaps: Visualization of Hierarchical Information , 1999, INFOVIS.

[12]  Yong He,et al.  BrainNet Viewer: A Network Visualization Tool for Human Brain Connectomics , 2013, PloS one.

[13]  Jeffrey Heer,et al.  prefuse: a toolkit for interactive information visualization , 2005, CHI.

[14]  Panagiota Spyridonos,et al.  Graphical Tools for Network Meta-Analysis in STATA , 2013, PloS one.

[15]  Maria Gabriella Xibilia,et al.  Credit Risk Contagion and Systemic Risk on Networks , 2019, Mathematics.

[16]  Daniel A. Keim,et al.  Information Visualization and Visual Data Mining , 2002, IEEE Trans. Vis. Comput. Graph..

[17]  Eytan Adar,et al.  GUESS: a language and interface for graph exploration , 2006, CHI.

[18]  Kenneth M. Hall An r-Dimensional Quadratic Placement Algorithm , 1970 .

[19]  Jeffrey Heer,et al.  Protovis: A Graphical Toolkit for Visualization , 2009, IEEE Transactions on Visualization and Computer Graphics.

[20]  Michael J. McGuffin Simple algorithms for network visualization: A tutorial , 2012 .

[21]  Brian Wylie,et al.  A unified toolkit for information and scientific visualization , 2009, Electronic Imaging.

[22]  Peter Eades,et al.  A Heuristic for Graph Drawing , 1984 .

[23]  Peter Jüni,et al.  Comparative efficacy of pharmacological and non-pharmacological interventions in fibromyalgia syndrome: network meta-analysis , 2012, Annals of the rheumatic diseases.